forked from CinderZhang/FinnData
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathweek8.html
81 lines (71 loc) · 3.07 KB
/
week8.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Week 8: Data Visualization with Matplotlib and Seaborn</title>
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/css/bootstrap.min.css">
</head>
<body>
<!-- Add the Back to Home button at the bottom as well -->
<div class="back-to-home">
<a href="index.html">← Back to Home</a>
</div>
<div class="container">
<h1>Week 8: Data Visualization with Matplotlib and Seaborn</h1>
<h2>Objectives</h2>
<ul>
<li>Learn the basics of data visualization.</li>
<li>Understand how to use Matplotlib and Seaborn for creating plots.</li>
<li>Visualize financial data using Python.</li>
</ul>
<h2>Topics Covered</h2>
<h3>Introduction to Data Visualization</h3>
<ul>
<li><a href="https://realpython.com/python-matplotlib-guide/">Introduction to Matplotlib</a></li>
<li><a href="https://seaborn.pydata.org/introduction.html">Introduction to Seaborn</a></li>
</ul>
<h3>Creating Basic Plots</h3>
<ul>
<li><a href="https://matplotlib.org/stable/tutorials/introductory/pyplot.html">Creating Basic Plots with Matplotlib</a></li>
<li><a href="https://seaborn.pydata.org/tutorial/relational.html">Creating Basic Plots with Seaborn</a></li>
</ul>
<h3>Optional Advanced Visualizing Financial Data</h3>
<ul>
<li><a href="https://plotly.com/python/financial-charts/">Financial Plotting with Plotly+</a></li>
</ul>
<h2>Exercises</h2>
<ol>
<li>Create a line plot of stock prices using Matplotlib.</li>
<li>Visualize a correlation matrix of financial indicators using Seaborn.</li>
<li>Create a candlestick chart for a stock.</li>
</ol>
<h3>Reminder:</h3>
<div id="ChatGPT Lead deep dive">
<h3>Every Week: Personalized Python Learning with ChatGPT Plus--10 or More prompts/convesations required on each topic</h3>
<p>Use the PROMPT to personalize your learning experience with ChatGPT Plus</p>
<a href="https://github.com/JushBJJ/Mr.-Ranedeer-AI-Tutor">ChatGPT Lead deep dive</a>
</div>
<div id="ChatGPT Assignment">
<h3>Every Week: Test your knowledge of Python weekly topics On ChatGPT Plus</h3>
<p>Use the PROMPT to test your knowledge and grade it by ChatGPT</p>
<a href="https://github.com/CinderZhang/FinnData/blob/main/chatGPT_AssignmentSample.md">ChatGPT Assignment</a>
</div>
<h2>Additional Resources</h2>
<ul>
<li><a href="https://realpython.com/tutorials/data-viz/">Data Visualization Tutorials</a></li>
<li><a href="https://www.datacamp.com/community/tutorials/seaborn-python-tutorial">Seaborn Tutorial</a></li>
</ul>
</div>
<div style="text-align: center; margin-top: 20px;">
<a href="week7.html">← Previous Week</a>
|
<a href="week9.html">Next Week →</a>
</div>
<!-- Add the Back to Home button at the bottom as well -->
<div class="back-to-home">
<a href="index.html">← Back to Home</a>
</div>
</body>
</html>