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                                                                <p><b>Learning Objectives:</b></p><p>Get introduced to Exploratory Data Analysis (EDA) in Python and learn to merge, reshape datasets.</p>                                                            </div>
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                                                                                                                                        <ul><li>What is EDA?&nbsp;&nbsp;</li><li>Profiling a Dataset&nbsp;&nbsp;</li><li>Summarizing Categorical Variables&nbsp;&nbsp;</li><li>Summarizing Quantitative Variables&nbsp;&nbsp;</li><li>Merging Datasets&nbsp;&nbsp;</li><li>Reshaping Datasets&nbsp;&nbsp;</li><li>Correlation&nbsp;&nbsp;</li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives:</b></p><p>Get introduced to Confirmatory Data Analysis (CDA) in Python and understand the basics of Linear Regression.</p>                                                            </div>
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                                                                                                                                        <ul><li>Introduction to CDA&nbsp;</li><li>From Exploration to Confirmation&nbsp;&nbsp;</li><li>Case Study: A/B Testing&nbsp;&nbsp;</li><li>Checking for Normality&nbsp;&nbsp;</li><li>Basics of Linear Regression&nbsp;&nbsp;</li><li>Regression with Stats Models&nbsp;&nbsp;</li><li>Independent Samples with T-Test&nbsp;&nbsp;</li><li>Multiple Regression&nbsp;&nbsp;</li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives:</b></p><p>Gain an overview of Intermediate Pandas, Window functions, and how to handle Dates and Times.</p>                                                            </div>
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                                                                                                                                        <ul><li>Introduction to Intermediate Pandas&nbsp;&nbsp;<br></li><li>Multi-Index&nbsp;&nbsp;<br></li><li>Dates and Times&nbsp;&nbsp;</li><li>Resampling&nbsp;&nbsp;</li><li>Window Functions&nbsp;&nbsp;<br></li><li>Missing Values&nbsp;&nbsp;<br></li><li>Recoding Values&nbsp;&nbsp;<br></li><li>Regular Expressions&nbsp;<br></li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives:</b></p><p>Learn how to handle unstructured data and gain an overview of Natural Language Tooklit and is use cases.</p>                                                            </div>
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                                                                                                                                        <ul><li>Overview of Unstructured Data&nbsp;&nbsp;<br></li><li>Pre-Processing Images&nbsp;&nbsp;<br></li><li>Image Segmentation&nbsp;&nbsp;<br></li><li>Image Representation&nbsp;&nbsp;<br></li><li>The Basics of NLTK&nbsp;&nbsp;<br></li><li>Accessing Corpora&nbsp;&nbsp;<br></li><li>Processing Corpora&nbsp;&nbsp;<br></li><li>Analyzing and Tagging Corpora&nbsp;<br></li></ul>                                                                </div>
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                                                                <p><b>Learning Objectives:</b></p><p>Understand what APIs are and get introduced to REST concepts.</p>                                                            </div>
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                                                                                                                                        <ul><li>What is an API?&nbsp;&nbsp;<br></li><li>REST API Basics&nbsp;<br></li><li>REST APIs in Python&nbsp;&nbsp;<br></li><li>Streaming APIs in Basics&nbsp;&nbsp;<br></li><li>Streaming APIs in Python&nbsp;&nbsp;<br></li><li>Processing Streaming Data&nbsp;&nbsp;<br></li><li>API Token Best Practices&nbsp;&nbsp;<br></li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 6. </span>
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                                                                <p><b>Learning Objectives:</b></p><p>Dive deep into parallel computing using Dask. Learn to process data in Dask and visualize Dask Dataframes.</p>                                                            </div>
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                                                                                                                                        <ul><li>Dask and Parallel Computing&nbsp;&nbsp;<br></li><li>Dask Dataframes&nbsp;&nbsp;<br></li><li>Processing Data in Dask&nbsp;&nbsp;<br></li><li>Operating on Dask Dataframes&nbsp;&nbsp;<br></li><li>Visualizing Dask Dataframes&nbsp;&nbsp;<br></li><li>Visualizing Performance with Dask Dashboard&nbsp;<br></li></ul>                                                                </div>
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse7">Intermediate Seaborn</a>
                                                                                                                        <span class="curi-num"> 7. </span>
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                                                                <p><b>Learning Objectives:</b></p><p>Gain an understanding of Data Visualization using Seaborn. Learn to use&nbsp;Jointpilot and Jointgrid, Custom Themes and Color Pallettes, and&nbsp;Custom Fonts and Annotations.</p><div><br></div>                                                            </div>
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                                                                                                                                        <ul><li>Visualizing Distribution&nbsp;&nbsp;<br></li><li>Custom Themes and Color Pallettes&nbsp;&nbsp;<br></li><li>Custom Fonts and Annotations&nbsp;&nbsp;<br></li><li>Jointpilot and Jointgrid&nbsp;&nbsp;<br></li><li>Visualizing Regression&nbsp;&nbsp;<br></li><li>Facetgrid&nbsp;&nbsp;<br></li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 8. </span>
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                                                                <p><b>Learning Objectives:</b></p><p>Dive Deeper into Data Visualization with&nbsp;Plotly and Bokeh. Learn to customize Bokeh Plots and Layouts and get introduced to Graph Objects.</p>                                                            </div>
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                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/7bf896fd-47d9-4595-a7df-7ffb51a33079.jpg" alt="George Mount">
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                                                                    <span class="advisor-name">George Mount</span>
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                                                                                                                        <div class="advisor-description editor-content"><p>George Mount is an Analytics Expert, Author of 'Advancing into Analytics' and Founder, Stringfest Analytics. He brings on board 15+ years of industry experience. He believes workforces are full of potential, waiting to be unleashed.</p> </div>
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                                                        <div class="test-content editor-content"><p>George Mount is an Analytics Expert, Author of 'Advancing into Analytics' and Founder, Stringfest Analytics. He brings on board 15+ years of industry experience. He believes workforces are full of potential, waiting to be unleashed.</p></div>
                                                            <div class="media">
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                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/7bf896fd-47d9-4595-a7df-7ffb51a33079.jpg" alt="George Mount">
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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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                                                                        <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>LEARN with recall quizzes, interactive ebooks, and case studies</li><li>ASSESS your skills progression with diagnostic, module-level, and final assessments</li><li>PRACTICE with real-world simulations and Cloud Labs</li><li>GAIN INSIGHTS 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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                                                                    <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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                                                                        <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.<br></p>                                                                    </div>
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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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                                                                        <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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                                                                        <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" style="background-color: rgb(255, 255, 255);">refund-policy</a>.&nbsp;<br></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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                                                                        <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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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-6">6. Does this course have a Money-Back Guarantee?</a>
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                                                                        <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>
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