Keras Explained Keras Explained begin-post-stats Siraj Raval • 53K views end-post-stats begin-duration 9:20 end-duration Ma... +0 Areas of computer science Computer data Deep learning Elementary mathematics Machine learning Theoretical computer science So What Learning January 21, 2018
Deep Learning Frameworks Compared Deep Learning Frameworks Compared begin-post-stats Siraj Raval • 125K views end-post-stats begin-duration 5:45 en... +0 Applied mathematics Deep learning Education Mathematical optimization So What Learning January 20, 2018
Stochastic Gradient Descent Stochastic Gradient Descent begin-post-stats Udacity • 29K views end-post-stats begin-duration 2:26 end-duration ... +0 Algorithms Scientific modeling So What Learning January 21, 2018
Neural Networks (2): Backpropagation Neural Networks (2): Backpropagation begin-post-stats Alexander Ihler • 30K views end-post-stats begin-duration 1... +0 Artificial neural networks Differential calculus Machine learning Mathematical and quantitative methods (economics) Mathematical optimization Physics Statistical deviation and dispersion So What Learning January 20, 2018
How to Learn from Little Data - Intro to Deep Learning #17 How to Learn from Little Data - Intro to Deep Learning #17 begin-post-stats Siraj Raval • 38K views end-post-stats ... +0 Artificial neural networks Computer architecture Epistemology Linear algebra Theory of computation So What Learning January 21, 2018
10.16: Neural Networks: Backpropagation Part 3 - The Nature of Code 10.16: Neural Networks: Backpropagation Part 3 - The Nature of Code begin-post-stats The Coding Train • 10K views end-p... +0 Analytic geometry Artificial neural networks Estimation theory Functions and mappings Machine learning Mathematical notation Mathematical optimization Matrices Physics So What Learning January 21, 2018
CNN14. Residual Networks (ResNets) CNN14. Residual Networks (ResNets) begin-post-stats Deep Learning Boston • 4K views end-post-stats begin-duration... +0 Algorithms Linear algebra Mathematical and quantitative methods (economics) Physics So What Learning January 21, 2018
3.4: Linear Regression with Gradient Descent - Intelligence and Learning 3.4: Linear Regression with Gradient Descent - Intelligence and Learning begin-post-stats The Coding Train • 35K views ... +0 Calculus Computer data Differential calculus Elementary mathematics Machine learning Mathematical and quantitative methods (economics) Optimization algorithms and methods So What Learning January 20, 2018
Backprop Backprop begin-post-stats Udacity • 8K views end-post-stats begin-duration 1:55 end-duration Math topics: ... +0 Computational statistics Differential calculus Functions and mappings So What Learning January 21, 2018
How to Do Linear Regression using Gradient Descent How to Do Linear Regression using Gradient Descent begin-post-stats Siraj Raval • 96K views end-post-stats begin-... +0 Algorithms Elementary arithmetic Elementary geometry Elementary mathematics Machine learning Mathematical analysis Multivariable calculus Physics Regression analysis So What Learning January 20, 2018
Lecture 5 | Convolutional Neural Networks Lecture 5 | Convolutional Neural Networks begin-post-stats Stanford University School of Engineering • 93K views end-po... +0 Artificial neural networks Classification algorithms Mathematical analysis Metaphysics So What Learning January 21, 2018
What is Optimization? + Learning Gradient Descent | Two Minute Papers #82 What is Optimization? + Learning Gradient Descent | Two Minute Papers #82 begin-post-stats Two Minute Papers • 8K views ... +0 Artificial neural networks Logic Mathematical objects Mathematical optimization So What Learning January 21, 2018
How to Read a Research Paper How to Read a Research Paper begin-post-stats Siraj Raval • 82K views end-post-stats begin-duration 8:44 end-dura... +0 Cognitive science Computers Formal sciences Game theory Learning Mathematical optimization Ontology Scientific method So What Learning January 22, 2018
Generative Adversarial Nets - Fresh Machine Learning #2 Generative Adversarial Nets - Fresh Machine Learning #2 begin-post-stats Siraj Raval • 72K views end-post-stats b... +0 Artificial neural networks Data modeling Mathematics Probability distributions Set theory So What Learning January 19, 2018
Whiteboard Wednesdays - Introduction to Convolutional Neural Networks (CNN) Whiteboard Wednesdays - Introduction to Convolutional Neural Networks (CNN) begin-post-stats Cadence Design Systems • 5K... +0 Computational neuroscience Mathematical analysis Subfields of economics So What Learning January 20, 2018
PyTorch in 5 Minutes PyTorch in 5 Minutes begin-post-stats Siraj Raval • 96K views end-post-stats begin-duration 5:59 end-duration ... +0 Artificial neural networks Computer programming Computing Control flow Cybernetics Data types Graph theory Operating system technology Programming languages Theory of computation So What Learning January 19, 2018
What is Artificial Intelligence? In 5 minutes. What is Artificial Intelligence? In 5 minutes. begin-post-stats Raj Ramesh • 131K views end-post-stats begin-dura... +0 Abstraction Algorithms Artificial intelligence Image processing Language Machine learning So What Learning January 21, 2018