Beginner
Free
Featured
Python for Machine Learning
Master Python fundamentals and essential libraries for ML including NumPy, pandas, and scikit-learn.
Dr. Maks
4.8 rating
15,230 enrolled
Curriculum
Setting Up Your ML Environment
Free
Video
10 min
Python Refresher: Data Types & Control Flow
Free
Video
15 min
NumPy: Arrays and Vectorized Operations
Free
Notebook
20 min
Pandas: DataFrames and Data Manipulation
Notebook
25 min
Data Visualization with Matplotlib & Seaborn
Notebook
20 min
Working with Real Datasets
Notebook
30 min
Introduction to scikit-learn
Video
15 min
Data Preprocessing Pipeline
Notebook
25 min
Quiz: Python for ML Foundations
Quiz
15 min
Project: Exploratory Data Analysis
Project
60 min
Free
Lessons
24
Duration
20 hours
Projects
3
Difficulty
Beginner
Certificate
Yes
This course includes:
- Interactive notebooks
- AI tutor assistance
- Hands-on projects
- Community access
- Completion certificate