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const dom = document.createElement("div");
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                    <h1>Master Time Series Forecasting Using Python</h1>
                    <h2>Unlock the power of time series analysis and forecasting in Python, gaining the skills to make informed decisions based on data-driven insights and predictions.</h2>
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                                                                                                                        <span class="curi-num"> 1. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;</b></p><p>Understand the main concepts of time series analysis, including granularity, frequency, and the components of time series.</p>                                                            </div>
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                                                                                                                                        <ul><li>The Concept and Necessity of Time Series Analysis&nbsp;&nbsp;</li><li>Granularity, Frequency and Horizon in Time Series Analysis&nbsp;&nbsp;</li><li>Extracting Data Using Yahoo Finance&nbsp;&nbsp;</li><li>Time Series Components: Level, Trend, Seasonality, Cyclicality, And Noise&nbsp;&nbsp;</li><li>Dealing With Missing Value and Outliers in Time Series&nbsp;&nbsp;</li><li>Additive And Multiplicative Decomposition&nbsp;</li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 2. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Comprehend stationarity concepts, detect stationarity using statistical tests, and apply anomaly detection techniques in time series.</p>                                                            </div>
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                                                                                                                                        <ul><li>White Noise&nbsp;&nbsp;</li><li>Random Walk&nbsp;&nbsp;</li><li>The Concept of Stationarity&nbsp; &nbsp;</li><li>Detecting And Handling with Stationarity&nbsp;&nbsp;</li><li>Statistical Test for Detecting Stationarity: KPSS Vs ADF Test&nbsp;&nbsp;</li><li>Granger Causality Test&nbsp;&nbsp;</li><li>Anomaly Detection Using Isolation Forest&nbsp;</li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 3. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Analyze time series data using Autocorrelation Function (ACF) and Partial Autocorrelation Function (PACF) to identify lags and causality.</p>                                                            </div>
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                                                                                                                                        <ul><li>Autocorrelation and Correlation&nbsp;&nbsp;</li><li>Granger Causality Test&nbsp;&nbsp;</li><li>Autocorrelation Function (ACF)&nbsp;&nbsp;</li><li>Partial Autocorrelation Function (PACF)&nbsp;&nbsp;</li><li>Identification of Lags Using ACF and PACF&nbsp;</li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 4. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Apply basic time series models, such as Naive Method, Moving Average (MA), and Autoregressive Model (AR), to make predictions and evaluate their performance.&nbsp;</p>                                                            </div>
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                                                                                                                                        <ul><li>Naive Method&nbsp;&nbsp;</li><li>Simple Average Method, Moving Average (MA) Model&nbsp;&nbsp;</li><li>Running Prediction with MA Model&nbsp;&nbsp;</li><li>Autoregressive Model (AR)&nbsp;&nbsp;</li><li>Running Prediction with AR Model&nbsp; &nbsp;</li><li>Holt-winter Exponential Smoothing&nbsp;&nbsp;</li><li>Single Exponential Smoothing&nbsp;&nbsp;</li><li>Double Exponential Smoothing&nbsp;</li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 5. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Use Root Mean Squared Error (RMSE) and Mean Absolute Error (MAE) as performance metrics to evaluate the predictive performance of time series models.&nbsp;</p>                                                            </div>
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                                                                                                                                        <ul><li>Performance Metrics for Time Series Analysis&nbsp;&nbsp;</li><li>Detecting Performance of the Models&nbsp;</li><li>Compare The Performance of the Models&nbsp;&nbsp;</li></ul>                                                                </div>
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                                                                                                                        <span class="curi-num"> 6. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Apply advanced time series models, including Autoregressive Moving Average (ARMA), Autoregressive Integrated Moving Average (ARIMA), and Seasonal Autoregressive Integrated Moving Average (SARIMA) to model different types of time series data.&nbsp;<br></p>                                                            </div>
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                                                                                                                                        <ul><li>Autoregressive Moving Average (ARMA) Model&nbsp;</li><li>Running Prediction with ARMA Model&nbsp;</li><li>Autoregressive Integrated Moving Average (ARIMA) Model&nbsp; &nbsp;</li><li>Running Prediction with ARIMA&nbsp;&nbsp;</li><li>Seasonal Autoregressive Integrated Moving Average (SARIMA) Model&nbsp;&nbsp;</li><li>Running Prediction with SARIMA&nbsp;</li></ul>                                                                </div>
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse7">Multivariate Time Series Analysis</a>
                                                                                                                        <span class="curi-num"> 7. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Master multivariate time series analysis using SARIMAX and Vector AutoRegressive (VAR) Model to forecast and model time series data with multiple explanatory variables.</p>                                                            </div>
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                                                                            <span class="heading-title">Topics</span>
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                                                                                                                                        <ul><li>The Concept of Endogenous and Exogenous Variables&nbsp;&nbsp;</li><li>Introduction to SARIMAX: A Brief Theoretical Background&nbsp; &nbsp;</li><li>Modeling with SARIMAX&nbsp;&nbsp;</li><li>Running Prediction with SARIMAX&nbsp;&nbsp;</li><li>Introduction to VAR&nbsp;&nbsp;</li><li>Modeling with VAR&nbsp;&nbsp;</li><li>Running Prediction with VAR&nbsp;</li></ul>                                                                </div>
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse8">Time Series Forecasting with Facebook Prophet</a>
                                                                                                                        <span class="curi-num"> 8. </span>
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                                                                <p><b>Learning Objectives:&nbsp;&nbsp;<br></b></p><p>Utilize the Facebook Prophet library to perform time series forecasting, leveraging the gained knowledge of time series analysis and selecting relevant parameters for the Prophet model.</p>                                                            </div>
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                                                                                                                                        <ul><li>Emergence of Prophet&nbsp;&nbsp;</li><li>Main Parameters in Prophet&nbsp;&nbsp;</li><li>Modeling with Prophet&nbsp;</li><li>Running Prediction with Prophet&nbsp;</li></ul>                                                                </div>
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                                                                    <div class="test-content"><p>The Time Series Forecasting course comprised of comprehensive content and expert instruction.<br></p></div>
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                                                                    <div class="test-content"><p>Learned practical skills and accurate predictions with SureCertificate's Time Series Forecasting course.<br></p></div>
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                                                            <div class="test-overview editor-content">
                                                                <div class="test-overview-list">
                                                                    <div class="osl-icons quote-icon"></div>
                                                                    <div class="test-content"><p>Highly recommended! Gain in-depth knowledge and effective forecasting techniques with SureCertificate.<br></p></div>
                                                                    <div class="media">
                                                                        <div class="image bg-1">
                                                                                                                                                            <span>O</span>
                                                                                                                                                    </div>
                                                                        <div class="align-self-center media-body">
                                                                            <span class="test-name">Olivia Mathews</span>
                                                                            <p class="test-desg">Financial Analyst </p>
                                                                        </div>
                                                                    </div>
                                                                </div>
                                                            </div>
                                                        </div>
                                                                                                            <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"><p>Gained valuable insights and practical techniques in SureCertificate's Time Series Forecasting course.<br></p></div>
                                                                    <div class="media">
                                                                        <div class="image bg-2">
                                                                                                                                                            <span>A</span>
                                                                                                                                                    </div>
                                                                        <div class="align-self-center media-body">
                                                                            <span class="test-name">Aiden Thomas</span>
                                                                            <p class="test-desg">Market Research Analyst </p>
                                                                        </div>
                                                                    </div>
                                                                </div>
                                                            </div>
                                                        </div>
                                                                                                    </div>
                                            <div class="swiper-pagination swiper-pagination-clickable swiper-pagination-bullets"></div>
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                         </section>
                                                                                            <section class="comparision">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
                                    <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>YouTube Videos</th>
                                                                                                                    <th>Online Courses</th>
                                                                                                                    <th>Surecertificate</th>
                                                                                                                                                            </tr>
                                            </thead>
                                            <tbody>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">On-Demand Videos</p></td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-right-mark"></i>    
                                                            </td>
                                                                                                                    <td align="center" vertical-align="middle">
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                                                            </td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-right-mark"></i>    
                                                            </td>
                                                                                                            </tr>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Immersive Learning Experience</p></td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-wrong-mark"></i>    
                                                            </td>
                                                                                                                    <td align="center" vertical-align="middle">
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                                                                 <i class="osl-icons icon-right-mark"></i>    
                                                            </td>
                                                                                                            </tr>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Structured Curriculum</p></td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-wrong-mark"></i>    
                                                            </td>
                                                                                                                    <td align="center" vertical-align="middle">
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                                                            </td>
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                                                            </td>
                                                                                                            </tr>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Course Curated by Industry Experts</p></td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-wrong-mark"></i>    
                                                            </td>
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                                                            </td>
                                                                                                            </tr>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Auto-Graded Assessments</p></td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-wrong-mark"></i>    
                                                            </td>
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                                                                 <i class="osl-icons icon-right-mark"></i>    
                                                            </td>
                                                                                                            </tr>
                                                                                                    <tr>
                                                        <td class="first-column"> <p class="title">Lifetime Access to Courseware</p></td>
                                                                                                                    <td align="center" vertical-align="middle">
                                                                 <i class="osl-icons icon-right-mark"></i>    
                                                            </td>
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                                                            </td>
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                                                                 <i class="osl-icons icon-right-mark"></i>    
                                                            </td>
                                                                                                            </tr>
                                                                                            </tbody>
                                        </table>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </section>
                                                                    <section class="advisors" id="advisors">
                        <div class="container">
                            <div class="row">
                                <div class="col-md-9 col-sm-70">
                                    <div class="swiper-container advisors-slider d-md-block d-none">
                                        <h2 class="section-heading">Course Advisor</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/f3673b61-638f-4b15-8b86-6c6423206088.jpg" alt="Abdullah Karasan">
                                                                                                                                    </div>
                                                                <div class="align-self-center media-body">
                                                                    <span class="advisor-name">Abdullah Karasan</span>
                                                                    <p class="advisor-desg">
                                                                        Senior Data Science Consultant                                                                                                                                                    <a href="https://www.linkedin.com/in/abdullahkarasan/" target="_blank">
                                                                                <span class="linkedin-social-icon osl-icons"></span>
                                                                            </a> 
                                                                                                                                            </p>
                                                                </div>
                                                            </div>
                                                                                                                        <div class="advisor-description editor-content"><p>Abdullah Karasan is a Data Science Consultant who has worked on prestigious and complex projects including forecasting data congestion, and creating machine learning-based financial risk management tools.&nbsp;</p>
<quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal> </div>
                                                        </div>
                                                    </div>
                                                </div>
                                                                                    </div>
                                        <div class="swiper-pagination swiper-pagination-clickable swiper-pagination-bullets"></div>
                                        <div class="swiper-button-next advisors-next"></div>
                                        <div class="swiper-button-prev advisors-prev"></div>
                                    </div>
                                    <div class="testimonials swiper-container advisors-slider d-block d-md-none" id="mob">
                                        <h2 class="section-heading">Course Advisor</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>Abdullah Karasan is a Data Science Consultant who has worked on prestigious and complex projects including forecasting data congestion, and creating machine learning-based financial risk management tools.&nbsp;</p>
<quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal></div>
                                                            <div class="media">
                                                                <div class="image bg-1 ">
                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/f3673b61-638f-4b15-8b86-6c6423206088.jpg" alt="Abdullah Karasan">
                                                                                                                                    </div>
                                                            <div class="align-self-center media-body">
                                                                <span class="test-name">Abdullah Karasan</span>
                                                                <p class="test-desg">
                                                                     <span class="designation-text">Senior Data Science Consultant</span>
                                                                                                                                            <a href="https://www.linkedin.com/in/abdullahkarasan/" target="_blank">
                                                                            <span class="linkedin-social-icon osl-icons"></span>
                                                                        </a> 
                                                                                                                                    </p>
                                                    
                                                            </div>
                                                        </div>
                                                    </div>
                                                </div>
                                            </div>
                                                                                    </div>
                                        <div class="swiper-pagination swiper-pagination-clickable swiper-pagination-bullets"></div>
                                        <div class="swiper-button-next advisors-next test-prev"></div>
                                        <div class="swiper-button-prev advisors-prev test-next"></div>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </section>
                 
                                <section class="courses  osl-courses hide">
                    <div class="container">
                        <div class="row">
                            <div class="col-md-9 col-sm-70">
                                <div class="courses-mob">
                                    <div class="swiper-container courses-slider">
                                        <h2 class="section-heading">Students Also Bought</h2>
                                        <div class="swiper-wrapper osl-courses-content"></div>
                                        <div class="swiper-pagination swiper-pagination-clickable swiper-pagination-bullets"></div>
                                        <div class="swiper-button-next courses-next"></div>
                                        <div class="swiper-button-prev courses-prev"></div>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </div>
                </section>
                                                                         <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</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:</p><ul></ul><p></p><ul><li><b>LEARN&nbsp;</b>with recall quizzes, interactive ebooks, and case studies</li><li><b>ASSESS&nbsp;</b>your skills progression with diagnostic, module-level, and final assessments</li><li><b>PRACTICE&nbsp;</b>with real-world simulations and Cloud Labs</li><li><b>GAIN INSIGHTS</b>&nbsp;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>
                                                                </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.<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.</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>
                                                                </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" style="background-color: rgb(255, 255, 255);">refund-policy</a>.&nbsp;<br></p>                                                                    </div>
                                                                </div>
                                                            </div>
                                                                                                                                                                                                                                            <div class="card">
                                                                <div class="card-header">
                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-5">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.</p><p>SureCertificate’s courses are well-regarded by industry experts, who contribute to our curriculum and use our tech programs to train their own teams.</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>
                                                                            </div>
                                </div>
                            </div>
                        </div>
                    </section>
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