FinnData/index.html at main · CinderZhang/FinnData · GitHub

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<!DOCTYPE html>
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    <meta charset="UTF-8">
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    <title>Python for Financial Data Analysis - Learning Path</title>
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        body {
            font-family: Arial, sans-serif;
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        .learning-path {
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<body>

    <div class="container">
        <nav>
            <ul class="nav-links" style="justify-content: center;">
                <li><a href="index.html">Home</a></li>
                <li><a href="philosophy.html">Teaching Philosophy</a></li>
                <li><a href="about.html">About</a></li>
                <li><a href="contact.html">Contact</a></li>
            </ul>
        </nav>
        <h1>Python for Financial Data Analysis</h1>
        <p>This learning path is designed to teach you how to use Python for financial data analysis. You will learn the
            fundamentals of Python programming, how to work with financial data, and how to perform various financial
            analyses using Python.</p>
        <p>Each week, you will learn a new topic and apply your knowledge to a real-world financial analysis project.
        </p>

        <br>

        <p>This learning path is designed by: &copy; Dr. Z, Cinder Zhang. </p>

        <br>

        <div class="alert alert-info">
            <h4>💡 Research Tips for Success</h4>
            <p>Throughout this course, you'll need to explore various resources and documentation. If you encounter:</p>
            <ul>
                <li>Broken links</li>
                <li>Need for additional examples</li>
                <li>Deeper understanding of concepts</li>
            </ul>
            <p>Use <a href="https://www.perplexity.ai/" target="_blank">Perplexity.ai</a> as your research tool. It provides accurate, up-to-date information from reliable sources.</p>
        </div>

        <div class="learning-path">
            <h2>Learning Path (13 Weeks)</h2>
            <ul>
                <li><a href="week0.html">Week 0: Warming Up</a></li>
                <li><a href="week1.html">Week 1: Introduction to Python and Setting Up the Environment</a></li>
                <li><a href="week2.html">Week 2: Python Basics: Variables, Data Types, and Operations</a></li>
                <li><a href="week3.html">Week 3: Control Structures: Loops and Conditional Statements</a></li>
                <li><a href="week4.html">Week 4: Functions and Modules in Python</a></li>
                <li><a href="week5.html">Week 5: Python Data Structures: Lists, Tuples, Sets, and Dictionaries</a></li>
                <li><a href="week6.html">Week 6: Working with Financial Data: Introduction to Pandas</a></li>
                <li><a href="week7.html">Week 7: Data Cleaning and Preprocessing</a></li>
                <li><a href="week8.html">Week 8: Data Visualization with Matplotlib and Seaborn</a></li>
                <li><a href="week9.html">Week 9: Time Series Analysis</a></li>
                <li><a href="week10.html">Week 10: Algorithmic Trading Strategies</a></li>
                <li><a href="week11.html">Week 11: Portfolio Optimization</a></li>
                <li><a href="week12.html">Week 12: LLM and Prompt Engineering</a></li>
                <li><a href="week13.html">Week 13: Final Project: Building a Financial Analysis Application</a></li>
            </ul>
        </div>

        <div id="ChatGPT Integration" class="alert alert-info">
            <h3>Weekly Learning with ChatGPT</h3>
            <div class="row">
                <div class="col-md-6">
                    <h4>1. Code Assistant GPT</h4>
                    <p>Use ChatGPT to:</p>
                    <ul>
                        <li>Debug your code</li>
                        <li>Get explanations of Python concepts</li>
                        <li>Generate practice exercises</li>
                    </ul>
                    <p>Suggested prompt: "I'm a finance student learning Python. Please help me understand [concept]"</p>
                </div>
                <div class="col-md-6">
                    <h4>2. Weekly Knowledge Check</h4>
                    <p>Use ChatGPT to test your understanding:</p>
                    <ul>
                        <li>Generate practice problems</li>
                        <li>Review your code solutions</li>
                        <li>Explain financial applications</li>
                    </ul>
                    <p>Suggested prompt: "Create 3 practice problems about [this week's topic] with financial examples"</p>
                </div>
            </div>
        </div>

        <!--<div id="Degree Programs">
            <h3 style="color: blue;">Interested in a degree in Finance with Financial Analytics Concentration?</h3>
            <p>Check out the Degree Plan <a href="https://catalog.uark.edu/undergraduatecatalog/collegesandschools/sammwaltoncollegeofbusiness/finance/#bsbainfinancewithfinancialanalyticsconcentrationtext">here</a>.</p>

            <!--<h3 style="color: blue;">Interested in Master of Science in Finance?</h3>
            <p>Check it out  <a href="https://walton.uark.edu/graduate-programs/finance-masters-degree/">here</a>.</p>-->
        </div>-->
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