NLP Demystified 10: Neural Networks From Scratch Published 2022-06-09 Download video MP4 360p Recommendations 58:56 NLP Demystified 11: Essential Training Techniques for Neural Networks 1:52:27 NLP Demystified 15: Transformers From Scratch + Pre-training and Transfer Learning With BERT/GPT 25:28 Watching Neural Networks Learn 40:08 The Most Important Algorithm in Machine Learning 08:48 NLP Demystified 1: Introduction 54:51 How to Create a Neural Network (and Train it to Identify Doodles) 25:28 Dendrites: Why Biological Neurons Are Deep Neural Networks 31:28 Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math) 1:56:20 Let's build GPT: from scratch, in code, spelled out. 18:08 Transformer Neural Networks Derived from Scratch 1:10:36 Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad 18:40 But what is a neural network? | Chapter 1, Deep learning 15:14 How are memories stored in neural networks? | The Hopfield Network #SoME2 36:15 Transformer Neural Networks, ChatGPT's foundation, Clearly Explained!!! 2:06:38 This is why Deep Learning is really weird. 25:56 This experiment confirmed quantum physics 10:01 AI, Machine Learning, Deep Learning and Generative AI Explained Similar videos 59:25 NLP Demystified 13: Recurrent Neural Networks and Language Models 01:08 Neural Networks Demystified: The Key to Understanding AI & Machine Learning! 42:47 NLP Demystified 12: Capturing Word Meaning with Embeddings 47:05 NLP Demystified 9: Automatically Finding Topics in Documents with Latent Dirichlet Allocation 05:29 Natural Language Processing In 5 Minutes | What Is NLP And How Does It Work? | Simplilearn 1:06:56 NLP Demystified 14: Machine Translation With Sequence-to-Sequence and Attention 22:21 NLP Demystified 4: Advanced Preprocessing (part-of-speech tagging, entity tagging, parsing) 16:14 NLP Demystified 7: Building Models (ML modelling overview, bias, variance, evaluation) 12:26 NLP Demystified 6: TF-IDF and Simple Document Search 20:12 NLP Demystified 5: Basic Bag-of-Words and Measuring Document Similarity 38:19 NLP Demystified 8: Text Classification With Naive Bayes (+ precision and recall) 05:34 How Large language Models Work More results