Neural Networks / Deep Learning — 10h 52m total, 33 videos

1×	10h 51m 49s
1.25×	8h 41m 27s
1.5×	7h 14m 33s
1.75×	6h 12m 28s
2×	5h 25m 55s

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Videos (33)

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1	Happy Halloween (Neural Networks Are Not Scary)	0:59	2022-10-31
2	The Essential Main Ideas of Neural Networks	18:54	2020-08-31
3	The Chain Rule, Clearly Explained!!!	18:24	2020-07-13
4	Gradient Descent, Step-by-Step	23:54	2019-02-05
5	Neural Networks Pt. 2: Backpropagation Main Ideas	17:34	2020-10-19
6	Backpropagation Details Pt. 1: Optimizing 3 parameters simultaneously.	18:32	2020-11-02
7	Backpropagation Details Pt. 2: Going bonkers with The Chain Rule	13:09	2020-11-02
8	Neural Networks Pt. 3: ReLU In Action!!!	8:58	2020-11-23
9	Neural Networks Pt. 4: Multiple Inputs and Outputs	13:50	2021-02-01
10	Neural Networks Part 5: ArgMax and SoftMax	14:03	2021-02-08
11	The SoftMax Derivative, Step-by-Step!!!	7:13	2021-02-08
12	Neural Networks Part 6: Cross Entropy	9:31	2021-03-01
13	Neural Networks Part 7: Cross Entropy Derivatives and Backpropagation	22:08	2021-03-01
14	Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs)	15:24	2021-03-08
15	Recurrent Neural Networks (RNNs), Clearly Explained!!!	16:37	2022-07-11
16	Long Short-Term Memory (LSTM), Clearly Explained	20:45	2022-11-07
17	Word Embedding and Word2Vec, Clearly Explained!!!	16:12	2023-03-13
18	Sequence-to-Sequence (seq2seq) Encoder-Decoder Neural Networks, Clearly Explained!!!	16:50	2023-05-08
19	Attention for Neural Networks, Clearly Explained!!!	15:51	2023-06-05
20	Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!!	36:15	2023-07-24
21	Decoder-Only Transformers, ChatGPTs specific Transformer, Clearly Explained!!!	36:45	2023-08-28
22	Encoder-Only Transformers (like BERT) for RAG, Clearly Explained!!!	18:52	2024-11-18
23	Reinforcement Learning with Neural Networks: Essential Concepts	24:00	2025-04-07
24	Reinforcement Learning with Neural Networks: Mathematical Details	25:01	2025-04-14
25	Reinforcement Learning with Human Feedback (RLHF), Clearly Explained!!!	18:02	2025-05-05
26	Tensors for Neural Networks, Clearly Explained!!!	9:40	2022-02-28
27	Essential Matrix Algebra for Neural Networks, Clearly Explained!!!	30:01	2023-12-11
28	The matrix math behind transformer neural networks, one step at a time!!!	23:43	2024-04-08
29	The StatQuest Introduction to PyTorch	23:22	2022-04-25
30	Introduction to Coding Neural Networks with PyTorch and Lightning	20:43	2022-09-19
31	Long Short-Term Memory with PyTorch + Lightning	33:24	2023-01-24
32	Word Embedding in PyTorch + Lightning	32:02	2023-11-06
33	Coding a ChatGPT Like Transformer From Scratch in PyTorch	31:11	2024-07-01

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