About this course
Learn Python from scratch, master NumPy, Pandas, Scikit-learn, TensorFlow. Build real ML models.
Course Content
Python Programming Basics
- Control Flow, Loops, and Functions15min
- Working with Files and Modules15min
- Data Types, Variables, and Operators15min
- Setting Up Python and Jupyter15min
NumPy and Pandas
- Pandas Series and DataFrames15min
- Grouping, Merging, and Aggregation15min
- Data Cleaning and Transformation15min
- NumPy Arrays and Vectorized Operations15min
Data Visualization
- seaborn for Statistical Visualization15min
- matplotlib: Line, Bar, and Scatter Plots15min
- Interactive Plots with Plotly15min
Machine Learning Introduction
- The Machine Learning Pipeline15min
- Model Evaluation and Validation15min
- Project: A Real Predictive Model15min
- Scikit-learn: Classification and Regression15min
Free — no credit card required
This course includes:
- AI-generated interactive lessons
- Interactive quizzes and exercises
- Real-time AI teacher discussions
- Whiteboard diagrams and formulas