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Sep 1 . 23 ·
Uncategorized
Lecture 10 Convolutional Neural Networks (2/3)
May 24 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Lecture 9 Convolutional Neural Networks (1/3)
May 24 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Lecture 8 Batch Normalization, Dropout and other Regularization methods
May 24 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Distributed File System
May 21 . 20 ·
Computer Science
,
System Design
Lecture 7 Acceleration, Regularization and Normalization
May 18 . 20 ·
Introduction to Deep Learning
,
Machine Learning
CUDA Programming Note
May 5 . 20 ·
Computer Science
,
High Performance Computing
Lecture 6 Convergence, Loss Surfaces, and Optimization
Apr 7 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Lecture 5 Convergence, Learning Rates, and Gradient Descent
Mar 25 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Lecture 4 Learning the network: Backprop
Mar 23 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Design Web Crawler & Typeahead
Jan 22 . 20 ·
Computer Science
,
System Design
Design Location-Based Service
Jan 21 . 20 ·
Computer Science
,
System Design
Consistent Hashing & Design Tiny URL
Jan 21 . 20 ·
Computer Science
,
System Design
Design User System
Jan 21 . 20 ·
Computer Science
,
System Design
System Design Overview & Design News Feed / Timeline
Jan 20 . 20 ·
Computer Science
,
System Design
Design Rate Limiter / Data Dog
Jan 20 . 20 ·
Computer Science
,
System Design
Design WhatsApp / Messenger
Jan 20 . 20 ·
Computer Science
,
System Design
Lecture 3 Learning, Empirical Risk Minimization, and Optimization
Jan 11 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Lecture 2 The Universal Approximation Theorem
Jan 9 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Lecture 1 The Perceptron
Jan 8 . 20 ·
Introduction to Deep Learning
,
Machine Learning
Note 4 – Feasibility of Learning
Jan 8 . 20 ·
Machine Learning
,
Machine Learning Foundations
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