Python AI & Machine Learning

Home / Courses / AI & Machine Learning

From Python and statistics to real-world ML projects

Course Content

What you will learn

Foundation

  • Python Programming
  • NumPy
  • Pandas
  • Data Visualization
  • Statistics

Machine Learning

  • Machine Learning Fundamentals
  • Data Preprocessing
  • Feature Engineering
  • Regression
  • Classification
  • Decision Trees
  • Random Forest
  • KNN
  • Clustering
  • Model Evaluation
  • Scikit-learn

Advanced Concepts

  • Model Optimization
  • Feature Selection
  • Ensemble Learning
  • Practical ML Workflows

Projects

  • Prediction Projects
  • Classification Projects
  • Customer Segmentation
  • Recommendation Concepts
  • Real-World ML Applications