Embark on your machine learning journey with our comprehensive fundamentals course. This program is designed for beginners who want to understand the core concepts of machine learning and apply them using Python and scikit-learn.

What You'll Learn

• Understanding machine learning concepts and types
• Data preprocessing and feature engineering
• Supervised learning algorithms (regression, classification)
• Unsupervised learning techniques (clustering, dimensionality reduction)
• Model evaluation and validation strategies
• Practical implementation with scikit-learn

Course Features

• 40 hours of video content
• 15 hands-on projects
• Lifetime access to materials
• Certificate of completion
• Instructor support

Prerequisites

Basic Python programming knowledge is recommended but not required. We provide refresher materials for Python basics.