Courses

Calculus Fundamentals for Machine Learning

Learn the calculus essentials for machine learning in this beginner-level course, perfect for newcomers to the field.

Prerequisites: No prior knowledge of calculus is required. Basic mathematical skills are recommended.

Level: Beginner

Mathematics
Probability & Statistics Fundamentals for Machine Learning

Learn the essentials of probability and statistics to kickstart your journey into machine learning.

Prerequisites: No prior knowledge required.

Level: Beginner

Mathematics
Linear Algebra Fundamentals for Machine Learning

Master the basics of linear algebra and its relevance in machine learning with this comprehensive beginner's guide.

Prerequisites: No prior knowledge of linear algebra is required.

Level: Beginner

Mathematics
Python for Beginners

Learn Python from scratch with this beginner-friendly course. Perfect for those new to programming.

Prerequisites: No prior programming experience required. Suitable for complete beginners.

Level: Beginner

Programming
Getting Started with PyTorch

Enhance your machine learning skills by mastering PyTorch in this intermediate course. Perfect for those with foundational knowledge looking to explore deeper into its applications.

Prerequisites: Basic understanding of machine learning and neural networks. Familiarity with Python programming and basic data science libraries such as NumPy and pandas.

Level: Intermediate

Programming
Intermediate Python Programming for Machine Learning

Enhance your Python skills and prepare for machine learning with this intermediate-level course focused on advanced programming techniques and applications.

Prerequisites: Basic knowledge of Python programming and fundamental programming concepts.

Level: Intermediate

Programming
Advanced Python Programming for Machine Learning

Master advanced Python programming techniques essential for machine learning applications.

Prerequisites: Strong foundation in Python programming and basic understanding of machine learning concepts.

Level: Advanced

Programming

Learning Roadmap

Follow a clear, structured path designed to take you from beginner to achieving your ML goals.