Start your journey into ai/ml career with foundational concepts and hands-on exercises designed for newcomers.
Basic algebra and statistics helpful but not required
Any programming experience; Python preferred
Google’s AI Course for Beginners (in 10 minutes)!
Beginner99% of Beginners Don't Know the Basics of AI
BeginnerHow I'd learn ML in 2025 (if I could start over)
BeginnerNatural Language Processing In 10 Minutes | NLP Tutorial For Beginners | NLP Training | Simplilearn
BeginnerCS50s Introduction to Programming with Python
BeginnerMachine Learning - StatQuest
BeginnerMachine Learning by Andrew Ng
BeginnerGoogle’s AI Course for Beginners (in 10 minutes)!
Beginner99% of Beginners Don't Know the Basics of AI
BeginnerHow I'd learn ML in 2025 (if I could start over)
BeginnerNatural Language Processing In 10 Minutes | NLP Tutorial For Beginners | NLP Training | Simplilearn
BeginnerCS50s Introduction to Programming with Python
BeginnerMachine Learning - StatQuest
BeginnerMachine Learning by Andrew Ng
BeginnerFollow these courses in order to complete the learning path. Click on any course to enroll.
Google’s AI Course for Beginners (in 10 minutes)!
Learn 99% of Beginners Don't Know the Basics of AI
Learn How I'd learn ML in 2025 (if I could start over)
Natural Language Processing In 10 Minutes | NLP Tutorial For Beginners | NLP Training | Simplilearn
CS50s Introduction to Programming with Python
Clear and simple explanations of machine learning algorithms. Understand the math and intuition behind ML with Josh Starmer.
The original Stanford ML course taught by Andrew Ng
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Enroll in this path to track your progress and stay motivated.