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Python for Statistics and Data Visualization

This course teaches practical data analysis using Python. It includes CSV files, statistics, DataFrames, charts, data cleaning, exploratory analysis, probability, inferential statistics, and numerical methods.

1) Download Course ZIP

Download the ZIP file and save it under:

CDL-Python-Course/CDL-Python-2

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2) Student Setup

3) Progress

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Chapter 01 Basic

Chapter-01-Basic
6 Python scripts

A-Data Files

Height-Weight.csvA-DataStudent-Scores.csvA-DataSurvey-Data.csvA-Data

Programs in B-Engines

Done Python Script Documentation
Session1-First-Analysis-V01.py No documentation file found
Session1-First-Analysis-V02.py No documentation file found
Session1-First-Analysis-V03.py No documentation file found
Session1-First-Analysis-V04.py No documentation file found
Session2-Descriptive-Statistics-V01.py No documentation file found
Session3-Data-Cleaning-V01.py No documentation file found

Work Process

  1. Open VS Code.
  2. Select this chapter folder.
  3. Open the B-Engines folder.
  4. Run each numbered Python session in order.
  5. Review outputs in C-Reports or C-Results.
  6. Open the matching HTML documentation when available.

Chapter 02 Advanced A

Chapter-02-Advanced-A
5 Python scripts

A-Data Files

People.csvA-DataSales.csvA-DataSurvey-Data.csvA-Data

Programs in B-Engines

Done Python Script Documentation
Session4-Dataframes-V01.py No documentation file found
Session5-Matplotlib-V01.py No documentation file found
Session6-Eda-Seaborn-V01.py No documentation file found
Session6-Eda-Seaborn-V02.py No documentation file found
Session6-Eda-Seaborn-V03.py No documentation file found

Work Process

  1. Open VS Code.
  2. Select this chapter folder.
  3. Open the B-Engines folder.
  4. Run each numbered Python session in order.
  5. Review outputs in C-Reports or C-Results.
  6. Open the matching HTML documentation when available.

Chapter 03 Advanced B

Chapter-03-Advanced-B
0 Python scripts

A-Data Files

No A-Data files found.

Programs in B-Engines

Done Python Script Documentation
No Python files found in B-Engines.

Work Process

  1. Open VS Code.
  2. Select this chapter folder.
  3. Open the B-Engines folder.
  4. Run each numbered Python session in order.
  5. Review outputs in C-Reports or C-Results.
  6. Open the matching HTML documentation when available.