Machine Learning Fundamentals

Learn the core concepts of Machine Learning, including supervised and unsupervised learning, model training, and evaluation. This course provides hands-on experience with Python libraries like Scikit-learn and NumPy.

• Section 1: Introduction to Machine Learning

  • Lesson 1: What is Machine Learning?

  • Lesson 2: Types of Machine Learning

• Section 2: Supervised Learning

  • Lesson 1: Regression Models

  • Lesson 2: Classification Models

• Section 3: Unsupervised Learning

  • Lesson 1: Clustering Algorithms

  • Lesson 2: Dimensionality Reduction

• Section 4: Project

  • Lesson 1: Build a Predictive Model