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Playlists · 12
36:32Back propagation by hand | the math you should know
12.1K viewsBackpropagation worked out by hand: the chain rule through a small network.
14:575 Probability Distributions you should know as a Data Scientist
A 15-minute video from CodeEmporium: “5 Probability Distributions you should know as a Data Scientist”.
12:005 Python Libraries you need for Data Science
A 12-minute video from CodeEmporium: “5 Python Libraries you need for Data Science”.
11:145 concepts of A/B testing you should know as a Data Scientist
A 11-minute video from CodeEmporium: “5 concepts of A/B testing you should know as a Data Scientist”.
13:3475 years of Language Models
A 14-minute video from CodeEmporium: “75 years of Language Models”.
29:14A Guide to A/B Testing as a Data Scientist!
A 29-minute video from CodeEmporium: “A Guide to A/B Testing as a Data Scientist!”.
2:46A/B Testing - Simply Explained
A 3-minute video from CodeEmporium: “A/B Testing - Simply Explained”.
10:05Activation Functions - EXPLAINED!
A 10-minute video from CodeEmporium: “Activation Functions - EXPLAINED!”.
12:32Activation functions in neural networks
A 13-minute video from CodeEmporium: “Activation functions in neural networks”.
11:19Attention in Neural Networks
A 11-minute video from CodeEmporium: “Attention in Neural Networks”.
10:53Autoencoders - EXPLAINED
A 11-minute video from CodeEmporium: “Autoencoders - EXPLAINED”.
10:18Backpropagation in Neural Networks - EXPLAINED!
A 10-minute video from CodeEmporium: “Backpropagation in Neural Networks - EXPLAINED!”.
9:05Bellman Equation - Explained!
A 9-minute video from CodeEmporium: “Bellman Equation - Explained!”.
9:45Bias Variance Tradeoff Explained!
A 10-minute video from CodeEmporium: “Bias Variance Tradeoff Explained!”.
25:59Blowing up Transformer Decoder architecture
A 26-minute video from CodeEmporium: “Blowing up Transformer Decoder architecture”.
20:58Blowing up the Transformer Encoder!
A 21-minute video from CodeEmporium: “Blowing up the Transformer Encoder!”.
23:53Boltzmann Machine - Explained!
A 24-minute video from CodeEmporium: “Boltzmann Machine - Explained!”.
13:04Breaking Linear Regression
A 13-minute video from CodeEmporium: “Breaking Linear Regression”.
17:50Building a Translator with Transformers
A 18-minute video from CodeEmporium: “Building a Translator with Transformers”.
12:54Building an Image Captioner with Neural Networks
A 13-minute video from CodeEmporium: “Building an Image Captioner with Neural Networks”.
15:16Building your first Neural Network
A 15-minute video from CodeEmporium: “Building your first Neural Network”.
13:27CLIP - Explained!
A 13-minute video from CodeEmporium: “CLIP - Explained!”.
10:59CNNs became Transformers...
A 11-minute video from CodeEmporium: “CNNs became Transformers...”.
8:34Chain-of-thought prompting - Explained!
A 9-minute video from CodeEmporium: “Chain-of-thought prompting - Explained!”.
10:28ChatGPT - Explained!
A 10-minute video from CodeEmporium: “ChatGPT - Explained!”.
15:53ChatGPT and Reinforcement Learning
A 16-minute video from CodeEmporium: “ChatGPT and Reinforcement Learning”.
53:46Convolution Network back propagation by hand | the math you should know!
A 54-minute video from CodeEmporium: “Convolution Network back propagation by hand | the math you should know!”.
19:05Convolution in NLP
A 19-minute video from CodeEmporium: “Convolution in NLP”.
10:55Cross Validation Explained!
A 11-minute video from CodeEmporium: “Cross Validation Explained!”.
9:01Curse of Dimensionality - EXPLAINED!
A 9-minute video from CodeEmporium: “Curse of Dimensionality - EXPLAINED!”.
32:18DALL-E: Text-to-Image generation - Explained!
A 32-minute video from CodeEmporium: “DALL-E: Text-to-Image generation - Explained!”.
18:03DETR - Explained!
A 18-minute video from CodeEmporium: “DETR - Explained!”.
24:06DINO - Explained!
A 24-minute video from CodeEmporium: “DINO - Explained!”.
17:52Data Science in Finance
A 18-minute video from CodeEmporium: “Data Science in Finance”.
22:44Deconvolution - what do networks learn? (visualization + code)
A 23-minute video from CodeEmporium: “Deconvolution - what do networks learn? (visualization + code)”.
11:13Deep Mind's AlphaGo Zero - EXPLAINED
A 11-minute video from CodeEmporium: “Deep Mind's AlphaGo Zero - EXPLAINED”.