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Subject: AWS Media & Entertainment : Quoi de Neuf
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From: "Marchand, Guillaume" <gmarchan@amazon.fr>
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Date: Fri, 28 Jun 2024 17:18:41 +0200
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                        <div style="font-size: 0; line-height: 0;">
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                                <tr>
                                    <td style="font-size: 14px; line-height: 1.5;" valign="top">
                                        <p style="margin:0;mso-hide:all"><o:p xmlns:o="urn:schemas-microsoft-com:office:office">&nbsp;</o:p></p>
                                        <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation">
                                            <tr>
                                                <td colspan="3" height="20" style="line-height: 1px; font-size: 1px;">&nbsp;</td>
                                            </tr>
                                            <tr>
                                                <td width="40" valign="top" style="line-height: 1px; font-size: 1px;">&nbsp;</td>
                                                <td valign="top" align="left">
                <![endif]-->
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
                 <tr>
                  <td align="center" valign="top" style="padding: 0px 0px 17px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                    <tr>
                     <td valign="top" align="center">
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 14px; font-weight: 500; font-variant-ligatures: normal; color: #ffb800; text-align: center; text-align-last: center;">
                       <div><span>Newsletter Media & Entertainment du lundi  2 juin 2025 au vendredi 13 juin 2025</span>
                       </div>
                      </div>
                     </td>
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                   </table>
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                </table>
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
                 <tr>
                  <td align="center" valign="top" style="padding: 0px 0px 10px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                    <tr>
                     <td valign="top" align="center">
                      <div class="pc-font-alt pc-w620-fontSize-30 pc-w620-lineHeight-40" style="line-height: 128%; letter-spacing: -0.6px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 32px; font-weight: 800; font-variant-ligatures: normal; color: #ffffff; text-align: center; text-align-last: center;">
                       <div><span>Innovations AWS : automatisation, Analytics, Generative AI et architectures serverless transforment le développement</span>
                       </div>
                      </div>
                     </td>
                    </tr>
                   </table>
                  </td>
                 </tr>
                </table>
                <!--[if gte mso 9]>
                                                </td>
                                                <td width="40" style="line-height: 1px; font-size: 1px;" valign="top">&nbsp;</td>
                                            </tr>
                                            <tr>
                                                <td colspan="3" height="20" style="line-height: 1px; font-size: 1px;">&nbsp;</td>
                                            </tr>
                                        </table>
                                    </td>
                                </tr>
                            </table>
                        </div>
                        <p style="margin:0;mso-hide:all"><o:p xmlns:o="urn:schemas-microsoft-com:office:office">&nbsp;</o:p></p>
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                </v:rect>
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               </td>
              </tr>
             </table>
            </td>
           </tr>
          </table>
          <!-- END MODULE: Header 2 -->

         </td>
        </tr>
        <tr>
         <td valign="top">

 
 
          <!-- BEGIN MODULE: Link Menu -->
          <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation">
           <tr>
            <td style="padding: 0px 0px 0px 0px;">
             <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation" style="border-collapse: separate; border-spacing: 0px;">
              <tr>
               <td valign="top" class="pc-w520-padding-25-25-25-25 pc-w620-padding-25-30-25-30" style="padding: 10px 40px 10px 40px; background-color: #ffffff;" bgcolor="#ffffff">
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
                 <tr>
                  <td align="center">
                   <table class="pc-width-hug pc-w620-gridCollapsed-0 pc-w620-dir-ltr" align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                    <tr class="pc-grid-tr-first pc-grid-tr-last">

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#Media" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#Media</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#Analytics" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#Analytics</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#Compute" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#Compute</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#ContainerK8s" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#ContainerK8s</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#DevOps" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#DevOps</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#DevTools" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#DevTools</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#GenAI" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#GenAI</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#ML" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#ML</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-grid-td-lastpc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 0px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#Network" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#Network</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>

                     <td class="pc-w620-itemsSpacings-20-0" valign="middle" style="padding-top: 0px; padding-right: 5px; padding-bottom: 0px; padding-left: 5px;">
                      <table border="0" cellpadding="0" cellspacing="0" role="presentation" style="border-collapse: separate; border-spacing: 0;">
                       <tr>
                        <td align="center" valign="middle">
                         <table align="center" border="0" cellpadding="0" cellspacing="0" role="presentation">
                          <tr>
                           <td align="center" valign="top">
                            <table border="0" cellpadding="0" cellspacing="0" role="presentation" align="center" style="border-collapse: separate; border-spacing: 0;">
                             <tr>
                              <td valign="top" align="center">
                               <a class="pc-font-alt" href="#Serverless" style="text-decoration: none; line-height: 150%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: center; text-align-last: center;">
                                <span>#Serverless</span>
                               </a>
                              </td>
                             </tr>
                            </table>
                           </td>
                          </tr>
                         </table>
                        </td>
                       </tr>
                      </table>
                     </td>
                    </tr>
                   </table>
                  </td>
                 </tr>
                </table>
               </td>
              </tr>
             </table>
            </td>
           </tr>
          </table>
          <!-- END MODULE: Link Menu -->

 
          <!-- BEGIN MODULE: Subtitle -->
          <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation">
           <tr>
            <td style="padding: 0px 0px 0px 0px;">
             <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation" style="border-collapse: separate; border-spacing: 0px;">
              <tr>
               <td valign="top" class="pc-w520-padding-15-30-0-30 pc-w620-padding-15-35-0-35" style="padding: 10px 40px 10px 40px; border-radius: 0px; border-top: 1px dotted #e3e3e3; background-color: #ffffff;" bgcolor="#ffffff">
                <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                 <tr>
                  <td valign="top" align="left">
                   <div class="pc-font-alt" style="line-height: 133%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal;font-style: italic; font-variant-ligatures: normal; color: #707070; text-align: left; text-align-last: left;">
                    <div><span>Ces blog posts présentent les dernières innovations AWS couvrant l'automatisation des processus opérationnels avec CDK, les avancées en Analytics zero-ETL et ingestion de données, les nouvelles instances EC2 I8g optimisées pour le stockage, la gouvernance multi-cluster avec EKS Dashboard, les capacités étendues d'Amazon Q Developer et Bedrock pour la Generative AI, ainsi que les solutions Machine Learning avancées et les architectures streaming serverless sécurisées.</span>
                    </div>
                   </div>
                  </td>
                 </tr>
                </table>
               </td>
              </tr>
             </table>
            </td>
           </tr>
          </table>
          <!-- END MODULE: Subtitle -->

         </td>
        </tr>
        <tr>
         <td valign="top">

 

          <!-- BEGIN MODULE: Content 17 -->
          <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation">
           <tr>
            <td style="padding: 0px 0px 0px 0px;">
             <table width="100%" border="0" cellspacing="0" cellpadding="0" role="presentation">
    
    
              <tr>
               <td valign="top" class="pc-w520-padding-30-30-30-30 pc-w620-padding-35-35-35-35" style="padding: 10px 40px 10px 40px; border-radius: 0px; background-color: #ffffff;" bgcolor="#ffffff">
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
                 <tr>
                  <td align="left" valign="top" style="padding: 0px 0px 6px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                    <tr>
                     <td valign="top" align="left">
                     <a name="Media" id="Media"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Media, Sport and Video</span>
                       </div>
                      </div>
                     </td>
                    </tr>
                   </table>
                  </td>
                 </tr>
                </table>
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
                 <tr>
                  <td align="left" valign="top" style="padding: 0px 0px 5px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                    <tr>
                     <td valign="top" align="left">
                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/media/improve-operational-processes-for-aws-elemental-mediaconnect-using-aws-cdk/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Améliorer les processus opérationnels pour AWS Elemental MediaConnect en utilisant AWS CDK</span>
                      </a>
                       </div>
                      </div>
                     </td>
                    </tr>
                   </table>
                  </td>
                 </tr>
                </table>
                <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                 <tr>
                  <td valign="top" align="left">
                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/media/improve-operational-processes-for-aws-elemental-mediaconnect-using-aws-cdk/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post présente une architecture de référence utilisant AWS CDK pour automatiser le partage sécurisé de clés de chiffrement statiques entre comptes AWS pour les entitlements AWS Elemental MediaConnect, éliminant les défis opérationnels liés au partage manuel de secrets et aux modifications upstream.</span>
                   </a>
                  </td>
                 </tr>
                </table>
               </td>
              </tr>
    
    
              <tr>
               <td valign="top" class="pc-w520-padding-30-30-30-30 pc-w620-padding-35-35-35-35" style="padding: 10px 40px 10px 40px; border-radius: 0px; background-color: #ffffff;" bgcolor="#ffffff">
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
                 <tr>
                  <td align="left" valign="top" style="padding: 0px 0px 6px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
                    <tr>
                     <td valign="top" align="left">
                     <a name="Analytics" id="Analytics"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Analytics</span>
                       </div>
                      </div>
                     </td>
                    </tr>
                   </table>
                  </td>
                 </tr>
                </table>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/ingest-data-atlassian-jira-confluence-amazon-opensearch-service" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Ingérer des données depuis Atlassian Jira et Confluence dans Amazon OpenSearch Service</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/ingest-data-atlassian-jira-confluence-amazon-opensearch-service" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon OpenSearch Ingestion permet désormais d'ingérer des données depuis Atlassian Jira et Confluence avec des options de filtrage flexibles, une synchronisation automatique et plusieurs méthodes d'authentification pour créer une base de connaissances unifiée et alimenter vos applications RAG.</span>
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                     <a name="Analytics" id="Analytics"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Analytics</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/big-data/best-practices-for-upgrading-amazon-mwaa-environments/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Bonnes pratiques pour la mise à niveau des environnements Amazon MWAA</span>
                      </a>
                       </div>
                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/big-data/best-practices-for-upgrading-amazon-mwaa-environments/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post présente les meilleures pratiques pour mettre à niveau les environnements Amazon MWAA, en détaillant deux approches principales - la mise à niveau sur place et la mise à niveau par basculement - avec des guides étape par étape pour effectuer une transition sécurisée vers les dernières versions d'Apache Airflow tout en maintenant l'intégrité des données et la fiabilité du système.</span>
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                     <a name="Analytics" id="Analytics"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Analytics</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/big-data/simplify-real-time-analytics-with-zero-etl-from-amazon-dynamodb-to-amazon-sagemaker-lakehouse/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Simplifiez l'analytique en temps réel avec zero-ETL d'Amazon DynamoDB vers Amazon SageMaker Lakehouse</span>
                      </a>
                       </div>
                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/big-data/simplify-real-time-analytics-with-zero-etl-from-amazon-dynamodb-to-amazon-sagemaker-lakehouse/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>AWS re:Invent 2024 a introduit une intégration zero-ETL sans code entre Amazon DynamoDB et Amazon SageMaker Lakehouse qui simplifie l'analytique temps réel en synchronisant automatiquement les données NoSQL vers le format Apache Iceberg, permettant aux organisations d'analyser les données transactionnelles via Athena, Redshift et EMR serverless sans construire de pipelines ETL complexes.</span>
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                     <a name="Compute" id="Compute"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Compute</span>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-ec2-i8g-instances-europe-ireland-region/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Les instances Amazon EC2 I8g sont désormais disponibles dans la région AWS Europe (Irlande)</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-ec2-i8g-instances-europe-ireland-region/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon EC2 I8g instances, optimisées pour le stockage et alimentées par les processeurs AWS Graviton4, sont désormais disponibles dans la région Europe (Irlande), offrant jusqu'à 60% de meilleures performances de calcul et 65% de meilleures performances de stockage en temps réel pour les workloads intensifs en I/O comme les bases de données transactionnelles et les plateformes d'analyse en temps réel.</span>
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                     <a name="ContainerK8s" id="ContainerK8s"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Container and Kubernetes</span>
                       </div>
                      </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/containers/deep-dive-amazon-eks-dashboard-for-visibility-into-multi-cluster-operations-and-governance/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Plongée approfondie : Amazon EKS Dashboard pour la visibilité des opérations Multi-Cluster et de la gouvernance</span>
                      </a>
                       </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/containers/deep-dive-amazon-eks-dashboard-for-visibility-into-multi-cluster-operations-and-governance/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon EKS Dashboard offre une interface centralisée native dans la console AWS qui permet aux équipes de maintenir une visibilité organisationnelle complète sur leurs clusters Kubernetes distribués à travers plusieurs comptes et régions AWS, incluant le monitoring de la santé des clusters, la gestion des versions, la prévision des coûts de support étendu, et la gouvernance des Amazon EKS add-ons.</span>
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                     <a name="DevOps" id="DevOps"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>DevOps</span>
                       </div>
                      </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/storage/automate-data-transfers-and-migrations-with-aws-datasync-and-terraform/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Automatisez les transferts de données et migrations avec AWS DataSync et Terraform</span>
                      </a>
                       </div>
                      </div>
                     </td>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/storage/automate-data-transfers-and-migrations-with-aws-datasync-and-terraform/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post démontre comment automatiser les transferts de données inter-comptes avec AWS DataSync et Terraform pour organiser efficacement les datasets de machine learning, en utilisant des exemples pratiques de consolidation de données financières (filings SEC et dataset Common Crawl) avec chiffrement, monitoring et vérification d'intégrité automatisés.</span>
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                     <a name="DevTools" id="DevTools"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Developer Tools</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-q-developer-eclipse-ide-plugin/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Amazon Q Developer Eclipse IDE plugin est maintenant généralement disponible</span>
                      </a>
                       </div>
                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-q-developer-eclipse-ide-plugin/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon Q Developer plugin pour Eclipse IDE est maintenant disponible en version générale, permettant aux développeurs d'utiliser l'assistant Generative AI le plus performant pour le développement logiciel directement dans leur environnement Eclipse avec des capacités de codage agentique, génération de tests unitaires et révision de code automatisée.</span>
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                     <a name="DevTools" id="DevTools"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Developer Tools</span>
                       </div>
                      </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-q-developer-agentic-coding-experience-within-jetbrains-visual-studio" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>L'expérience agentic coding d'Amazon Q Developer est maintenant disponible dans JetBrains et Visual Studio</span>
                      </a>
                       </div>
                      </div>
                     </td>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-q-developer-agentic-coding-experience-within-jetbrains-visual-studio" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon Q Developer étend son expérience de codage agentique aux IDE JetBrains et Visual Studio, permettant aux développeurs d'utiliser le langage naturel pour exécuter des workflows complexes incluant la lecture de fichiers, la génération de diffs de code et l'exécution de tâches en ligne de commande.</span>
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                     <a name="DevTools" id="DevTools"></a>
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                       <div><span>Developer Tools</span>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/devops/access-claude-sonnet-4-in-amazon-q-developer-cli/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Accéder à Claude Sonnet 4 dans Amazon Q Developer CLI</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/devops/access-claude-sonnet-4-in-amazon-q-developer-cli/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon Q Developer CLI intègre désormais Claude Sonnet 4 sans coût supplémentaire, offrant des capacités avancées de codage et de raisonnement avec un score de 72,7% sur SWE-bench, permettant aux développeurs de sélectionner facilement entre différents modèles Claude (4, 3.7, et 3.5) pour optimiser leurs workflows de développement, analyser du code complexe, et implémenter des corrections de bugs avec des boucles de feedback immédiates.</span>
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                     <a name="DevTools" id="DevTools"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Developer Tools</span>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/devops/amazon-q-developer-java-upgrades-a-deep-dive-into-new-selective-transformation-feature/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Amazon Q Developer Java Mises à niveau : Un aperçu approfondi de la nouvelle fonctionnalité Selective Transformation</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/devops/amazon-q-developer-java-upgrades-a-deep-dive-into-new-selective-transformation-feature/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon Q Developer introduit une nouvelle fonctionnalité de transformation sélective pour les mises à niveau Java qui permet aux équipes de développement de contrôler précisément quels composants et dépendances mettre à niveau via le langage naturel ou des fichiers de configuration, offrant une approche chirurgicale pour moderniser les applications Java 8/11/17 vers Java 17/21 tout en minimisant les risques et maintenant la stabilité des applications.</span>
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                     <a name="GenAI" id="GenAI"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Generative AI</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/unlocking-the-power-of-model-context-protocol-mcp-on-aws/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Libérer la puissance de Model Context Protocol (MCP) sur AWS</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/unlocking-the-power-of-model-context-protocol-mcp-on-aws/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post explore comment le Model Context Protocol (MCP) résout les défis d'intégration des entreprises en créant un standard ouvert pour connecter les modèles de langage d'Amazon Bedrock aux sources de données AWS, transformant le problème complexe M×N d'intégrations personnalisées en une approche simplifiée M+N avec un exemple pratique d'implémentation pour Amazon Bedrock Knowledge Bases.</span>
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                     <a name="GenAI" id="GenAI"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Generative AI</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/effective-cost-optimization-strategies-for-amazon-bedrock/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Stratégies efficaces d'optimisation des coûts pour Amazon Bedrock</span>
                      </a>
                       </div>
                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/effective-cost-optimization-strategies-for-amazon-bedrock/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post présente des stratégies complètes d'optimisation des coûts pour Amazon Bedrock, couvrant la sélection de modèles appropriés, les techniques de personnalisation hiérarchisées, l'ingénierie de prompts efficace, le caching intelligent, l'inférence par lots, et les options de débit pour réduire significativement les dépenses tout en maintenant les performances des applications Generative AI.</span>
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                     <a name="GenAI" id="GenAI"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Generative AI</span>
                       </div>
                      </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/how-videoamp-uses-amazon-bedrock-to-power-their-media-analytics-interface/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Comment VideoAmp utilise Amazon Bedrock pour alimenter son interface d'analyse des médias</span>
                      </a>
                       </div>
                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/how-videoamp-uses-amazon-bedrock-to-power-their-media-analytics-interface/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>VideoAmp a collaboré avec l'équipe AWS Generative AI Innovation Center pour développer un prototype de chatbot d'analytics en langage naturel utilisant Amazon Bedrock et les modèles Claude 3 d'Anthropic, permettant aux utilisateurs techniques et non-techniques d'analyser des données média complexes par des requêtes conversationnelles qui génèrent automatiquement du SQL et fournissent des résumés en langage naturel.</span>
                   </a>
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                     <a name="GenAI" id="GenAI"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Generative AI</span>
                       </div>
                      </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/build-graphrag-applications-using-amazon-bedrock-knowledge-bases/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Créer des applications GraphRAG en utilisant Amazon Bedrock Knowledge Bases</span>
                      </a>
                       </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/build-graphrag-applications-using-amazon-bedrock-knowledge-bases/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post explique comment construire des applications GraphRAG en utilisant Amazon Bedrock Knowledge Bases pour améliorer la génération augmentée par récupération traditionnelle grâce aux graphes de connaissances, permettant aux modèles de langage de comprendre les relations entre entités et de fournir des réponses plus contextuelles et précises pour l'analyse de documents complexes.</span>
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                     <a name="ML" id="ML"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Machine Learning</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/publicsector/customizing-isolated-jupyterlab-environments-in-amazon-sagemaker-studio/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Personnalisation des environnements JupyterLab isolés dans Amazon SageMaker Studio</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/publicsector/customizing-isolated-jupyterlab-environments-in-amazon-sagemaker-studio/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post technique présente deux solutions de sécurité pour personnaliser les environnements JupyterLab isolés dans Amazon SageMaker Studio : la configuration de restrictions de téléchargement via des scripts de configuration de cycle de vie et l'installation sécurisée de packages Python through AWS CodeArtifact avec des VPC endpoints, permettant aux organisations du secteur public de maintenir une conformité stricte tout en préservant la productivité des data scientists et éducateurs travaillant avec des données sensibles.</span>
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                     <a name="ML" id="ML"></a>
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                       <div><span>Machine Learning</span>
                       </div>
                      </div>
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                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
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                      <a class="pc-font-alt" href="https://www.youtube.com/watch?v=ssKklK5Ms7k" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>PyannoteAI : L'intelligence artificielle au service de l'analyse vocale des conversations</span>
                      </a>
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                   <a class="pc-font-alt" href="https://www.youtube.com/watch?v=ssKklK5Ms7k" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>PyannoteAI, une startup française avec plus de 100 000 utilisateurs dans sa communauté open source, utilise AWS Cloud pour déployer mondialement ses solutions d'analyse vocale et de reconnaissance des locuteurs, servant des clients sur cinq continents dans des domaines allant des réunions aux consultations médicales.</span>
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                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
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                  <td align="left" valign="top" style="padding: 0px 0px 6px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
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                     <a name="ML" id="ML"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Machine Learning</span>
                       </div>
                      </div>
                     </td>
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                </table>
                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
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                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/architecture/analyze-media-content-using-aws-ai-services/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Analyser le contenu multimédia en utilisant les services AWS AI</span>
                      </a>
                       </div>
                      </div>
                     </td>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/architecture/analyze-media-content-using-aws-ai-services/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post démontre comment construire une solution d'analyse média automatisée en combinant Amazon Transcribe, Amazon Bedrock, Amazon QuickSight et Amazon Q pour transformer des fichiers audio et vidéo non structurés en contenu recherchable avec des insights exploitables, permettant aux organisations d'extraire de la valeur de leurs archives média à grande échelle.</span>
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                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
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                  <td align="left" valign="top" style="padding: 0px 0px 6px 0px;">
                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
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                     <a name="ML" id="ML"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Machine Learning</span>
                       </div>
                      </div>
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                <table width="100%" border="0" cellpadding="0" cellspacing="0" role="presentation">
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                   <table border="0" cellpadding="0" cellspacing="0" role="presentation" width="100%" style="border-collapse: separate; border-spacing: 0; margin-right: auto; margin-left: auto;">
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/implement-semantic-video-search-using-open-source-large-vision-models-on-amazon-sagemaker-and-amazon-opensearch-serverless/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Implémenter la recherche vidéo sémantique en utilisant des modèles de vision de grande taille open source sur Amazon SageMaker et Amazon OpenSearch Serverless</span>
                      </a>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/implement-semantic-video-search-using-open-source-large-vision-models-on-amazon-sagemaker-and-amazon-opensearch-serverless/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post démontre comment implémenter une recherche vidéo sémantique en utilisant des modèles de vision open source sur Amazon SageMaker et Amazon OpenSearch Serverless, permettant aux utilisateurs de rechercher du contenu vidéo pertinent avec des requêtes en langage naturel ou des images grâce à des techniques comme le lissage temporel et le clustering pour améliorer la qualité des résultats de recherche.</span>
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                     <a name="ML" id="ML"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Machine Learning</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/streamline-personalization-development-how-automated-ml-workflows-accelerate-amazon-personalize-implementation/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Rationalisez le développement de la personnalisation : Comment les ML workflows automatisés accélèrent l'implémentation d'Amazon Personalize</span>
                      </a>
                       </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/machine-learning/streamline-personalization-development-how-automated-ml-workflows-accelerate-amazon-personalize-implementation/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post présente une solution MLOps automatisée utilisant AWS CDK, Step Functions et EventBridge pour simplifier le déploiement, l'entraînement et la maintenance des modèles de personnalisation Amazon Personalize, permettant aux entreprises de créer des expériences utilisateur personnalisées à grande échelle avec des workflows automatisés pour la préparation des données, le déploiement de modèles et le monitoring continu.</span>
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                     <a name="Network" id="Network"></a>
                      <div class="pc-font-alt" style="line-height: 121%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: 500; font-variant-ligatures: normal; color: #40be65; text-align: left; text-align-last: left;">
                       <div><span>Network</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-vpc-route-server-logging-enhancements/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Amazon VPC Route Server annonce des améliorations de logging</span>
                      </a>
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                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/about-aws/whats-new/2025/06/amazon-vpc-route-server-logging-enhancements/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Amazon VPC Route Server introduit des améliorations de logging avec de nouvelles métriques réseau qui permettent aux clients de surveiller de manière proactive la santé du réseau, de résoudre les problèmes de connectivité et d'obtenir une visibilité en temps réel sur les sessions BGP et BFD sans nécessiter l'assistance du support AWS.</span>
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                       <div><span>Serverless</span>
                       </div>
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                      <a class="pc-font-alt" href="https://aws.amazon.com/blogs/big-data/build-a-secure-serverless-streaming-pipeline-with-amazon-msk-serverless-amazon-emr-serverless-and-iam/" style="text-decoration: none; line-height: 142%; letter-spacing: -0.4px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 18px; font-weight: bold; font-variant-ligatures: normal; color: #151515; text-align: left; text-align-last: left;">
                       <span>Construire un pipeline streaming serverless sécurisé avec Amazon MSK Serverless, Amazon EMR Serverless et IAM</span>
                      </a>
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                      </div>
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                   <a class="pc-font-alt" href="https://aws.amazon.com/blogs/big-data/build-a-secure-serverless-streaming-pipeline-with-amazon-msk-serverless-amazon-emr-serverless-and-iam/" style="text-decoration: none; line-height: 156%; letter-spacing: -0.2px; font-family: 'Fira Sans', Arial, Helvetica, sans-serif; font-size: 12px; font-weight: normal; font-variant-ligatures: normal; color: #9b9b9b; text-align: left; text-align-last: left;">
                    <span>Ce blog post présente une solution complète pour construire un pipeline de streaming serverless sécurisé qui utilise Amazon MSK Serverless avec authentification IAM pour l'ingestion de données, Amazon EMR Serverless avec Spark Structured streaming pour le traitement en temps réel, et Amazon Athena pour l'analyse, éliminant ainsi la complexité de la gestion des certificats et des configurations TLS traditionnelles.</span>
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