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2024

Lec7-Neural Network Library Abstractions 09-28
Lec6-Optimization 09-28
L3-linear classifiers 09-23
L2-image classification 09-23
Lec5-Automatic Differentiation Implementation 09-17
Lec4-Automatic Differentiation 09-16
Lec3-Manual Neural Networks Backprop 09-15
Lec2-ML Refresher Softmax Regression 09-15
CS186-L21: MapReduce and Spark 08-14
CS186-L20: NoSQL 08-14
CS186-L19: Distributed Transactions 08-14
CS186-L18: Parallel Query Processing 08-14
CS186-L17: Recovery 08-14
CS186-L16: DB Design: FDs and Normalization 08-14
CS186-L15: DB Design: Entity-Relationship Models 08-14
CS186-L14: Transactions & Concurrency II 08-14
CS186-L13: Transactions & Concurrency I 08-14
CS186-L8: Relational Algebra 08-14
CS186-L12: Query Opt: Costs & Search 08-14
CS186-L11: Query Opt: Plan Space 08-14
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