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AI TA3 Unit: Machine Learning Techniques and Challenges

Topic: TECHNOLOGY. Level: ADVANCED.

Explore a variety of machine learning techniques, from basic principles to the statistical underpinnings and optimization algorithms that enhance model performance.

AI 017. Help me visualize the three learning types.
AI 021. Explain Decision Trees and Random Forests
AI 026. What are the central statistical theorems in AI?
AI 031. Explain Gradient Descent
AI 032. What is back-propagation?

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