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Learning Tracks
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Python Programming
Master Python from the fundamentals to advanced concepts. Learn to write clean, efficient code through hands-on practice.
8 modules•31 lessons•~40 hours
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Deep Learning
Master neural networks from fundamentals to state-of-the-art architectures. Build practical deep learning skills with hands-on projects.
7 modules•27 lessons•~60 hours
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Grokking Deep Learning
Master deep learning from first principles with Andrew Trask's hands-on approach. Build neural networks from scratch using only Python and NumPy.
16 modules•78 lessons•~40 hours
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Neural Networks and Deep Learning
A comprehensive introduction to neural networks based on Michael Nielsen's acclaimed free online book. Learn the fundamentals from perceptrons to deep learning with clear explanations and Python code.
6 modules•39 lessons•~40 hours
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Essence of Linear Algebra
Develop deep geometric intuition for linear algebra. Inspired by 3Blue1Brown, this track emphasizes understanding over computation, showing you what matrices really do and why linear algebra matters.
7 modules•19 lessons•~25 hours