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DATA100
DATA100-lab13: Decision Trees and Random Forests
DATA100-lab14: Clustering
DATA100-lab11: Principal Component Analysis
DATA100-lab12: Logistic Regression
DATA100-lab10: SQL
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UCB-CS61B
61B-14: Exceptions, Iterators, Iterables
61B-15: Packages, Access Control, Objects
61B-16: Encapsulation, Lists, Delegation vs. Extension
61B-12: Coding in the Real World, Review
61B-13: Generics, Autoboxing
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UCB-CS61A
Lec37-Final
Lec36-Databases
Lec35-Agg
Lec34-Tables
Lec33-SQL
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CS186
CS186-L19: Distributed Transactions
CS186-L20: NoSQL
CS186-L21: MapReduce and Spark
CS186-L16: DB Design: FDs and Normalization
CS186-L17: Recovery
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UMich-EECS-498
L16: Image Segmentation
L22-Recap and Conclusion
L20-Generative Model II
L18-Video
L19-Generative Model I
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UCB-CS61C
Lec16-CL
Lec15-State and State Machines
Lec14-Intro to Synchronous Digital Systems
Lec13-Compiling, Assembling, Linking and Loading
Lec12-RISC-V Instruction Formats II
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CMU-10-414-714
Lec13-Hardware Acceleration Implementation
Lec12-Hardware Acceleration + GPUs
Lec11-Hardware Acceleration for Linear Algebra
Lec10-Convolutional Networks
Lec9-Normalization, Dropout, + Implementation
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Stanford-CS224W
L17-huge GNN
L16-improvedGNN
L7-GNN t1
L6-GNN intro
L3-Node Embeddings
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TOOLS
Useful Linux CLI Commands
Conda配置备忘录
COSTAR提示词框架笔记
Git
正则表达式笔记
NNDL
DDPM
Pointnet
Programming Language Crash Course
C++ ptr