Data Analysis and Visualization 101 Bootcamp
Data Analysis and Visualization 101 Bootcamp
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About this course
Contributors & Instructors
What you will learn?
Course Content
1. Day 1: Introduction to Data Analytics and Pandas
3
Introduction to Data Analysis, Pandas and CSV files
Session: Diving Deep into Pandas
Self-Practice
2. Day 2: Introduction to Data Visualization and Matplotlib
6
Introduction to Data Visualization
Introduction to Matplotlib
Basic Plots
Pyplot Formatting
Session: Data Visualization & Diving Deep into Matplotlib
Session Resources
3. Day 3: Reading and Self-Practice Day
1
Note
4. Day 4: Introduction to Seaborn, Correlation and Advanced Plots
3
Introduction to Seaborn
Outliers and Correlation
Advanced Plots
5. Day 5: Diving into Data Visualization with Plotly and Dash
7
Introduction to Plotly and Dash
Basic Plotly Plots
Advance Plotly Plots
Introduction to Dash - Part 1
Introduction to Dash - Part 2
Session: Fundamentals of Plotly and Dash for Interactive Data Visualization
Session Resources
6. Day 6: Reading and Self-Practice Day
1
Note
7. Day 7: Data Visualization with Bokeh
3
Introduction to Bokeh
Basic Bokeh Plots
Customizing Bokeh Graphs, Advanced Plotting and Interactive Visualizations
8. Assignments
2
Final Assignment
[Ungraded] Building a Dash Application
