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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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                                                    <span>Translate business requirements into software needs and document best practices for ML projects.</span>
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                                                                <p><b>Learning Objectives: </b></p><p>Learn to identify business needs and translate them into software requirements, while documenting best practices and planning Machine Learning projects with automated data analysis.&nbsp;<br></p>                                                            </div>
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<li>What Do Businesses Need?</li>
<li>Translating Business Needs to Software Requirements and Software</li>
<li>Documenting Best Practices</li>
<li>Planning ML Projects</li>
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                                                                <p><b>Learning Objectives: </b></p><p>Explore Machine Learning applications in various sectors like banking, finance, customer segmentation, manufacturing, recommendation systems and sports, focusing on data exploration, preprocessing, and model building.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>ML in Banking and Finance &nbsp;</li><li>ML in Customer Segmentation &nbsp;</li><li>ML in Manufacturing &nbsp;</li><li>ML in Recommendation Systems &nbsp;</li><li>ML in Sports &nbsp;</li><li>ML in Stock Market trading &nbsp;</li><li>ML in Medicine-Data Exploration &nbsp;</li><li>ML in Medicine - Preprocessing and Model Building </li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 3. </span>
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                                                                <p><b>Learning Objectives: </b></p><p>Understand different techniques for explaining Machine Learning models, including graphical and mathematical explanations, and grasp the concept of local and global model explanations.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Graphical Explanations of supervised learning &nbsp;</li><li>Graphical Explanations of unsupervised learning &nbsp;</li><li>Mathematical Explainations of ML Models &nbsp;</li><li>Experimental Explainations of ML Models &nbsp;</li><li>Explaining Similarity in ML Models &nbsp;</li><li>Local and Global Explainations of ML Models &nbsp;</li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives: </b></p><p>Gain knowledge of ML model and data preparation pipelines, and explore techniques for hyperparameter tuning, handling class imbalances, data augmentation, privacy considerations, and GPU acceleration.<br></p>                                                            </div>
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                                                                                                                                        <ul><li>ML Model Pipelines  &nbsp;</li><li>Data preparation Pipelines &nbsp;</li><li>Hyperparameter Tuning-Data Preparation &nbsp;</li><li>Hyperparameter Tuning with Sklearn-Pipeline &nbsp;</li><li>Model Output Access &nbsp;</li><li>Class Imbalances  &nbsp;</li><li>Data Augmentation - Overview  &nbsp;</li><li>Privacy &nbsp;</li><li>Anonymizing data &nbsp;</li><li>GPU Acceleration &nbsp;</li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives: </b></p><p>Understand the differences between local and deployed ML models, learn about the deployment framework FastAPI, and explore automated model predictions, performance logging, and MLOps concepts.<span style="white-space:pre">	</span> &nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Local vs. Deployed Models &nbsp;</li><li>ML Deployment Framework: FastAPI &nbsp;</li><li>MLOps: Main Ideas &nbsp;</li><li>FastAPI as an Ops Framework &nbsp;</li><li>Automated Model Predictions &nbsp;</li><li>Automated Performance Logging  &nbsp;</li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 6. </span>
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                                                                <p><b>Learning Objectives: </b></p><p>Learn industry best practices such as regular re-training, adjusting for model drift, dependency management, character encoding, data parsing, knowledge transfers, and documentation to ensure model efficacy over time.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Regular Re-Training &nbsp;</li><li>Adjusting for Model Drift &nbsp;</li><li>Dependency Management &nbsp;</li><li>Character Encoding &nbsp;</li><li>Data Parsing &nbsp;</li><li>Knowledge Transfers and Documentation &nbsp;</li><li>Re-assessing if a Model is Still Worthwhile &nbsp;</li></ul>                                                                </div>
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                                        <p>Basic knowledge of statistics and statistical analysis is beneficial&nbsp;<br></p>                                    </div>
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                                                                    <div class="test-content"><p>The engaging videos provided valuable experience in real-world ML applications. Very useful course!<br></p></div>
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                                                                    <div class="test-content"><p>The comprehensive content and expert instruction made learning ML concepts enjoyable and accessible. Highly recommend the course!<br></p></div>
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                                                                    <div class="test-content"><p>This Applied Machine Learning course exceeded my expectations! The Practical examples helped me grasp complex ML concepts.<br></p></div>
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                                                                    <div class="osl-icons quote-icon"></div>
                                                                    <div class="test-content"><p>Finally found an Applied Machine Learning course that fits my learning style! The self-paced format enhanced my understanding of ML techniques.<br></p></div>
                                                                    <div class="media">
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                                                                                                                                                            <span>L</span>
                                                                                                                                                    </div>
                                                                        <div class="align-self-center media-body">
                                                                            <span class="test-name">Liu Xia</span>
                                                                            <p class="test-desg">System Administrator </p>
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                                                                                            <section class="comparision">
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                                    <h3 class="section-heading">How Our Course Compares</h3>
                                    <div class="table-responsive">
                                        <table class="table custom-table">
                                            <thead>
                                                <tr>
                                                    <th class="first-column"></th>
                                                                                                                                                                        <th>Other Bootcamps</th>
                                                                                                                    <th>Other Video Courses</th>
                                                                                                                    <th>Surecertificate UI/UX bootcamp</th>
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                                                        <td class="first-column"> <p class="title">On-Demand Videos</p></td>
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                                                        <td class="first-column"> <p class="title">Immersive Learning Experience</p></td>
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                                                        <td class="first-column"> <p class="title">Structured Curriculum</p></td>
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                                                        <td class="first-column"> <p class="title">Course Curated by Industry Experts</p></td>
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                                                        <td class="first-column"> <p class="title">Auto-Graded Assessments</p></td>
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                                                        <td class="first-column"> <p class="title">Lifetime Access to Courseware</p></td>
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                                                        <td class="first-column"> <p class="title">Hands-On with Cloud Labs</p></td>
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                        </div>
                    </section>
                                                                    <section class="advisors" id="advisors">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
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                                        <h2 class="section-heading">Course Author</h2>
                                        <div class="swiper-wrapper">
                                                                                            <div class="swiper-slide">
                                                    <div class="test-overview editor-content">
                                                        <div class="test-overview-list">
                                                            <div class="media">
                                                                <div class="image bg-1 ">
                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/697fa9d9-b3b5-4279-9505-469183ab9c63.jpg" alt="Bradford Tuckfield">
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                                                                <div class="align-self-center media-body">
                                                                    <span class="advisor-name">Bradford Tuckfield</span>
                                                                    <p class="advisor-desg">
                                                                        Data Scientist and Author                                                                                                                                                    <a href="https://www.linkedin.com/in/bradford-tuckfield-80565b25/" target="_blank">
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                                                                            </a> 
                                                                                                                                            </p>
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                                                                                                                        <div class="advisor-description editor-content"><p>Bradford Tuckfield, a Data Scientist and Author, holds rich experience in Data science, including statistics, programming, and machine learning, and has designed and implemented data science solutions for various organizations.</p> </div>
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                                                                                    </div>
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                                        <h2 class="section-heading">Course Author</h2>
                                        <div class="swiper-wrapper">
                                                                                        <div class="swiper-slide">
                                                <div class="test-overview editor-content">
                                                    <div class="test-overview-list">
                                                        <div class="osl-icons quote-icon"></div>
                                                        <div class="test-content editor-content"><p>Bradford Tuckfield, a Data Scientist and Author, holds rich experience in Data science, including statistics, programming, and machine learning, and has designed and implemented data science solutions for various organizations.</p></div>
                                                            <div class="media">
                                                                <div class="image bg-1 ">
                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/697fa9d9-b3b5-4279-9505-469183ab9c63.jpg" alt="Bradford Tuckfield">
                                                                                                                                    </div>
                                                            <div class="align-self-center media-body">
                                                                <span class="test-name">Bradford Tuckfield</span>
                                                                <p class="test-desg">
                                                                     <span class="designation-text">Data Scientist and Author</span>
                                                                                                                                            <a href="https://www.linkedin.com/in/bradford-tuckfield-80565b25/" target="_blank">
                                                                            <span class="linkedin-social-icon osl-icons"></span>
                                                                        </a> 
                                                                                                                                    </p>
                                                    
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                                <section class="courses  osl-courses hide">
                    <div class="container">
                        <div class="row">
                            <div class="col-md-9 col-sm-70">
                                <div class="courses-mob">
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                                        <h2 class="section-heading">Students Also Bought</h2>
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                                                                         <section class="faq" id="faq-1">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
                                    <h2 class="section-heading">Frequently Asked Questions (FAQs)</h2>
                                    <div class="faq-content">
                                                                                                                                <div class="cert-and-exam-section" id="-1">
                                                                                                                                                    <div class="course-cert-faq-content accordion-cards custom-cards" id="faq-accordion-1">
                                                                                                                                                                                                                                                                                                    <div class="card">
                                                                <div class="card-header">
                                                                    <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>
                                                                </div>
                                                                <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:&nbsp;</p><p><b>LEARN </b>with recall quizzes, interactive eBooks, and case studies&nbsp;</p><p><b>ASSESS </b>your skills progression with diagnostic, module-level, and final assessments&nbsp;</p><p><b>PRACTICE</b> with real-world simulations and Cloud Labs&nbsp;</p><p><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.&nbsp;</p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <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>
                                                                </div>
                                                                <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.&nbsp;<br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <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>
                                                                </div>
                                                                <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.&nbsp;</p><p>More than the certificate, however, you will get to showcase your newly acquired skills by working on real-world projects and adding these to your portfolio. 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.&nbsp;</p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <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>
                                                                </div>
                                                                <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.&nbsp;</a><br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-5">5. Will I earn a certificate on completion of this course?</a>
                                                                </div>
                                                                <div id="faq-heading-1-5" class="collapse " data-parent="#faq-accordion-1">
                                                                    <div class="card-body editor-content">
                                                                        <p>Yes! Upon passing this 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.&nbsp;</p><p>More than the certificate, however, you will get to showcase your newly acquired skills by working on real-world projects and adding these to your portfolio. SureCertificate’s courses are well-regarded by industry experts, who contribute to our curriculum and use our tech programs to train their own teams.&nbsp;</p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <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&nbsp;<a href="refund-policy" target="_blank" rel="nofollow" style="background-color: rgb(255, 255, 255);">Online Self-Paced Courses Refund Policy</a>&nbsp;for more details.<br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                            </div>
                                                                                            </div>
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