1:29:44Lecture 1 - Introduction to ML | Deep Learning on Hardware Accelerators
A 90-minute video from Deep Learning - Technion: “Lecture 1 - Introduction to ML | Deep Learning on Hardware Accelerators”.
Deep Learning - Technion
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1:29:44
2:29:17Lecture 10 - Introduction to Hardware Accelerators | Deep Learning on Hardware Accelerators
A 149-minute video from Deep Learning - Technion: “Lecture 10 - Introduction to Hardware Accelerators | Deep Learning on Hardware Accelerators”.
1:11:59Lecture 11 - Accelerators for deep learning | Deep Learning on Hardware Accelerators
A 72-minute video from Deep Learning - Technion: “Lecture 11 - Accelerators for deep learning | Deep Learning on Hardware Accelerators”.
59:40Lecture 12 - Domain Adaptation & Semi-Supervised Learning | Deep Learning on Hardware Accelerators
A 60-minute video from Deep Learning - Technion: “Lecture 12 - Domain Adaptation & Semi-Supervised Learning | Deep Learning on Hardware Accelerators”.
1:21:16Lecture 13 - Accelerators for Deep Learning (Inference) | Deep Learning on Hardware Accelerators
A 81-minute video from Deep Learning - Technion: “Lecture 13 - Accelerators for Deep Learning (Inference) | Deep Learning on Hardware Accelerators”.
1:33:56Lecture 2 - Supervised learning | Deep Learning on Hardware Accelerators
A 94-minute video from Deep Learning - Technion: “Lecture 2 - Supervised learning | Deep Learning on Hardware Accelerators”.
1:50:28Lecture 3 - Neural Networks | Deep Learning on Hardware Accelerators
A 110-minute video from Deep Learning - Technion: “Lecture 3 - Neural Networks | Deep Learning on Hardware Accelerators”.
1:38:17Lecture 4 - Training Neural Networks and CNNs | Deep Learning on Hardware Accelerators
A 98-minute video from Deep Learning - Technion: “Lecture 4 - Training Neural Networks and CNNs | Deep Learning on Hardware Accelerators”.
1:37:47Lecture 5 - Recurrent Neural Networks | Deep Learning on Hardware Accelerators
A 98-minute video from Deep Learning - Technion: “Lecture 5 - Recurrent Neural Networks | Deep Learning on Hardware Accelerators”.
1:39:09Lecture 6 - Unsupervised Learning and Generative Models | Deep Learning on Hardware Accelerators
A 99-minute video from Deep Learning - Technion: “Lecture 6 - Unsupervised Learning and Generative Models | Deep Learning on Hardware Accelerators”.
1:32:54Lecture 7 - Reinforcement Deep Learning | Deep Learning on Hardware Accelerators
A 93-minute video from Deep Learning - Technion: “Lecture 7 - Reinforcement Deep Learning | Deep Learning on Hardware Accelerators”.
2:30:03Lecture 8 - Deep Learning on Non-Euclidean Domains | Deep Learning on Hardware Accelerators
A 150-minute video from Deep Learning - Technion: “Lecture 8 - Deep Learning on Non-Euclidean Domains | Deep Learning on Hardware Accelerators”.
1:12:12Lecture 8b -Learning on Non-Euclidean Domains | Deep Learning on Hardware Accelerators
A 72-minute video from Deep Learning - Technion: “Lecture 8b -Learning on Non-Euclidean Domains | Deep Learning on Hardware Accelerators”.
1:18:05Lecture 9 - DNN Compression and Quantization | Deep Learning on Hardware Accelerators
A 78-minute video from Deep Learning - Technion: “Lecture 9 - DNN Compression and Quantization | Deep Learning on Hardware Accelerators”.
52:13Tutorial 1 - Intro to NumPy and PyTorch | Deep Learning on Hardware Accelerators
A 52-minute video from Deep Learning - Technion: “Tutorial 1 - Intro to NumPy and PyTorch | Deep Learning on Hardware Accelerators”.
38:28Tutorial 2 - Intro to DNN | Deep Learning on Hardware Accelerators
A 38-minute video from Deep Learning - Technion: “Tutorial 2 - Intro to DNN | Deep Learning on Hardware Accelerators”.
31:57Tutorial 3 - Intro to CNNs on MNIST | Deep Learning on Hardware Accelerators
A 32-minute video from Deep Learning - Technion: “Tutorial 3 - Intro to CNNs on MNIST | Deep Learning on Hardware Accelerators”.
37:04Tutorial 4 - NLP part 1: Data preparation | Deep Learning on Hardware Accelerators
A 37-minute video from Deep Learning - Technion: “Tutorial 4 - NLP part 1: Data preparation | Deep Learning on Hardware Accelerators”.
42:38Tutorial 5 - NLP part 2: Word vector embedding and LSTM | Deep Learning on Hardware Accelerators
A 43-minute video from Deep Learning - Technion: “Tutorial 5 - NLP part 2: Word vector embedding and LSTM | Deep Learning on Hardware Accelerators”.
56:02Tutorial 6 - GANs | Deep Learning on Hardware Accelerators
A 56-minute video from Deep Learning - Technion: “Tutorial 6 - GANs | Deep Learning on Hardware Accelerators”.
1:02:17Tutorial 7 - Reinforcement Learning | Deep Learning on Hardware Accelerators
A 62-minute video from Deep Learning - Technion: “Tutorial 7 - Reinforcement Learning | Deep Learning on Hardware Accelerators”.
55:46Tutorial 8 - Distilling Knowledge in a Neural Network | Deep Learning on Hardware Accelerators
A 56-minute video from Deep Learning - Technion: “Tutorial 8 - Distilling Knowledge in a Neural Network | Deep Learning on Hardware Accelerators”.
49:48Tutorial 9-10 - Transfer Learning and Unsupervised Learning | Deep Learning on Hardware Accelerators
A 50-minute video from Deep Learning - Technion: “Tutorial 9-10 - Transfer Learning and Unsupervised Learning | Deep Learning on Hardware Accelerators”.