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Structured paths that bundle video lessons and exams — learn at your own pace, then prove it.

3 courses

MixedFree

EasyAI Fundamentals

Maths and Statistics for AI: The Essentials

by BitByte

The maths every AI engineer actually uses — vectors and embeddings, gradient descent, statistics, probability and evaluation metrics — taught with NumPy and great videos.

25 lessons3 exams26h 8m

MixedFree

EasyAI Fundamentals

Python for AI: From Zero to Your First AI App

by BitByte

The programming foundation for every AI career: learn Python from scratch, work with data in NumPy and pandas, and call LLMs from your own code.

34 lessons4 exams40h 58m

MixedFree

EasyAI Fundamentals

How AI Works: Foundations for Everyone

by BitByte

Understand what AI really is, how ChatGPT-style models produce answers, and how to use them without being fooled — the starting point for every AI career path.

6 lessons3 exams3h 29m