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<?php include __DIR__ . '/../header.php'; ?>

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const script = document.createElement("script");
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const dom = document.createElement("div");
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                                        <a href="project-management/pmp-certification-training" data-form-mapping-click="mega_menu_click_course_menu_items{Project Management Professional (PMP) Certification}" data-ga4-params='{"category":"Project Management"}' >Project Management Professional (PMP) Certification</a>
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                                        <a href="project-management/project-management-masters-certification-training" data-form-mapping-click="mega_menu_click_course_menu_items{Project Management Master's Program}" data-ga4-params='{"category":"Project Management"}' >Project Management Master's Program</a>
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                                            Elevate your Data Science career with our AI Engineer Bootcamp                                        </p>
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                                        <a href="devops/kubernetes-training" data-form-mapping-click="mega_menu_click_course_menu_items{Kubernetes Training}" data-ga4-params='{"category":"DevOps"}' >Kubernetes Training</a>
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                    <h1>Deep Learning Using Keras and TensorFlow: The Complete Guide</h1>
                    <h2>Become a Deep Learning expert with a strong foundation on Keras and TesorFlow including the use of ConvNet, advanced CNNs, NLP, GANs and more.</h2>
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                                                                <p><b>Learning Objectives:</b></p><p>Get introduced to Deep Learning, learn about its importance, and understand its basics.</p>                                                            </div>
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                                                                                                                        <span class="curi-num"> 2. </span>
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                                                                <p><span style="font-weight: bold;">Learning Objectives:</span></p><p>Get introduced to the TensorFlow library and learn to build Neural Networks using Tensorflow.</p>                                                            </div>
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<li>Getting Started With TensorFlow</li>
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<li>Boston House Prices</li>
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                                                                                                                        <span class="curi-num"> 3. </span>
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                                                                <p><b>Learning Objectives:</b>&nbsp;</p><p>Understand how a ConvNet is a type of deep learning architecture that enables the computer to learn from data directly.</p>                                                            </div>
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<li>Introduction to CNNs</li>
<li>How Do CNNs Work?</li>
<li>Image Classification</li>
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                                                                                                                        <span class="curi-num"> 4. </span>
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                                                                <p><span style="font-weight: bold;">Learning Objectives:</span></p><p>Take a deep dive into how advanced CNNs are deep neural networks used for complex image recognition tasks.<b><br></b></p>                                                            </div>
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<li>Advanced CNNs</li>
<li>Revisiting Convolutions</li>
<li>Depth-Wise Convolutions</li>
<li>MobileNetV2</li>
<li>Autoencoders</li>
<li>Transpose Convolutions</li>
<li>Sub-Classing keras.Model</li>
<li>Denoising Images</li>
<li>Types of Image Segmentation</li>
<li>COCO Dataset</li>
<li>U-Net</li>
<li>Custom Data Generators</li>
<li>Building an Image Segmentation Model</li>
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                                                                                                                        <span class="curi-num"> 5. </span>
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                                                                <p><b>Learning Objectives:</b></p><p>Get acquainted with the processing and extracting of meaning from human language text using NLP.<br></p>                                                            </div>
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                                                                            <span class="heading-title">Topics</span>
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<li>Introduction to Natural Language Processing (NLP)</li>
<li>Recurrent Neural Networks (RNNs)</li>
<li>Text Classification</li>
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse6">Generative Adversarial Networks (GANs)</a>
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                                                                                                                        <span class="curi-num"> 6. </span>
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                                                                <p><b>Learning Objectives:</b></p><p>Learn about GANs, a deep learning technique that uses two neural networks to generate new data.</p>                                                            </div>
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                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
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<li>Generative Adversarial Networks (GANs)</li>
<li>What Are Generative Adversarial Networks (GANs)</li>
<li>Autoencoders Revisited</li>
<li>How GANs Work?</li>
<li>Examples of GANs</li>
<li>Challenges With GANs</li>
<li>DCGAN</li>
<li>Building a Generator</li>
<li>Building a Discriminator</li>
<li>Building the GAN</li>
<li>The Training Loop</li>
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                                                                                                                        <span class="curi-num"> 7. </span>
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                                                                <p><b>Learning Objectives:</b></p><p>Explore ethical and technological issues of AI and understand how AI is being used to automate tasks and make decisions in today's world.&nbsp;<br></p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
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                                                                            <span class="heading-title">Topics</span>
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                                                                                                                                        <ul>
<li>Introduction to AI in the Real World</li>
<li>Getting Started With AI in the Real World</li>
<li>AI in Production</li>
<li>The Issues With AI (Technology) – Adversarial Attacks</li>
<li>The Issues With AI (Technology) – Confusion Matrices</li>
<li>The Issues With AI (Technology) – Model Accuracy</li>
<li>The Issues With AI (Ethics) – Algorithms Gone Wrong</li>
<li>The Issues With AI (Ethics) – What Can We Do Differently?</li>
</ul>                                                                </div>
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                                        <ul><li>Working knowledge of programming, preferably in Python, is preferred.<br></li><li>Familiarity with statistics, algebra, and probability is beneficial.</li><li>Exposure to data analysis is preferred.</li><li>The above prerequisites are recommended to enhance the learning experience, but they are not strict requirements. </li><li>If you're passionate about learning and willing to put in the effort, we've got your back!</li></ul>                                    </div>
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                                                                    <div class="test-content"><p>This course gave me a thorough foundation in Deep Learning concepts and the self-paced videos were very easy to follow.<br></p></div>
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                                                                    <div class="test-content"><p>I was able to take my first step in Deep Learning thanks to this useful course. Studied while WFH on my job!<br></p></div>
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                                                                            <span class="test-name">Benny John</span>
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                                                                    <div class="test-content"><p>The Deep Learning course was amazing in all aspects. The self-paced format of learning is really helpful.<br></p></div>
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                                                                    <div class="test-content"><p>The curriculum and exercises helped me grasp Keras better. The flexibility of learning at my pace was invaluable.<br></p></div>
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                                                                            <span class="test-name">Akanksha Mathur</span>
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                                                                    <div class="test-content"><p>As a software engineer interested in the field of Deep Learning, this course was the ideal launchpad into this domain.<br></p></div>
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                                                                                                                                                                        <th>YouTube Videos</th>
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                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/22d2c760-1ff5-4c78-98dd-ed27829ec075.jpg" alt="Mark Strefford">
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                                                                    <span class="advisor-name">Mark Strefford</span>
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                                                                        Senior Architect                                                                                                                                                    <a href="https://www.linkedin.com/in/markstrefford/" target="_blank">
                                                                                <span class="linkedin-social-icon osl-icons"></span>
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                                                                                                                        <div class="advisor-description editor-content"><p>Mark has led global technology teams, delivering complex and cutting-edge projects for organisations large and small, including pan-European eCommerce sites transacting €100m+ per year, leveraging data science and AI.</p> </div>
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                                                        <div class="test-content editor-content"><p>Mark has led global technology teams, delivering complex and cutting-edge projects for organisations large and small, including pan-European eCommerce sites transacting €100m+ per year, leveraging data science and AI.</p></div>
                                                            <div class="media">
                                                                <div class="image bg-1 ">
                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/22d2c760-1ff5-4c78-98dd-ed27829ec075.jpg" alt="Mark Strefford">
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                                                                <span class="test-name">Mark Strefford</span>
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                                                                     <span class="designation-text">Senior Architect</span>
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                                                                    <a class="card-link collapsed" data-toggle="collapse" href="#faq-heading-1-1">1. Will there be any other learning material other than self-paced videos?</a>
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                                                                <div id="faq-heading-1-1" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes, you will experience SureCertificate's immersive learning in an on-demand format. This will include e-learning material to help you:</p><ul><li><b>LEARN</b> with recall quizzes, interactive ebooks, and case studies</li><li><b>ASSESS</b> your skills progression with diagnostic, module-level, and final assessments</li><li><b>PRACTICE</b> with real-world simulations and Cloud Labs</li><li><b>GAIN INSIGHTS</b> with real-time reports and analytics on how you're progressing, your learning challenges, and suggestions of sections to revisit to build competency in the required areas.</li></ul>                                                                    </div>
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                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-2">2. Can I pursue this course along with my full-time job?</a>
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                                                                <div id="faq-heading-1-2" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes, our online course is designed to give you flexibility to skill up as per your convenience. The course is delivered in a Self-Paced mode so that you can balance your work and learning as per your schedule.</p><ul>
</ul>                                                                    </div>
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                                                                                                                                                                                                                                            <div class="card">
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-3">3. Will I earn a certificate on completion of this online course?</a>
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                                                                <div id="faq-heading-1-3" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes! Upon passing this online course, you will receive a signed certificate of completion from SureCertificate. Thousands of SureCertificate alumni use their course certificate to demonstrate skills to employers and their networks.</p><p>SureCertificate’s online courses is well-regarded by industry experts, who contribute to our curriculum and use our tech programs to train their own teams.</p>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-4">4. Can I cancel my enrolment? Do I get a refund?</a>
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                                                                <div id="faq-heading-1-4" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>You can cancel your enrolment and receive refunds in line with our Cancellations and Refunds policy found at <a href="refund-policy" target="_blank">refund-policy</a>.&nbsp;</p>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-5">5. What are the software and system requirements?</a>
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                                                                    <div class="card-body editor-content">
                                                                        <p>Please make sure that your computer meets the following software and system requirements:&nbsp;</p>
<ul>
<li><strong>Software Requirements</strong>: Internet browser</li>
<li><strong>System Requirements</strong>:&nbsp;Windows or equivalent environment with Internet browser and high-speed Internet connectivity.</li>
</ul>                                                                    </div>
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                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-6">6. Does this course have a Money-Back Guarantee?</a>
                                                                </div>
                                                                <div id="faq-heading-1-6" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes, it does! In the unlikely event that you are not satisfied with the course, and you wish to withdraw within the first seven days, we’ll issue a 100% refund. Refer to our <a href="refund-policy" target="_blank" rel="nofollow">Online Self-Paced Courses Refund Policy</a> for more details.<br></p>                                                                    </div>
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