data science practical exploration

This is the content of the book "Data Science X Machine Learning X Colab." This project contains exercises for each chapter.

python code

ch03

• web scraping

ch04

• data preprocessing with pandas

ch05

• data visualization

ch06

• exploratory data analysis (EDA)

ch08

• machine learning - regression analysis

ch09

• machine learning - knn
• confusion matrix
• cross-validation

ch10

• machine learning - kmeans