Math Behind LLMs Transformers and Modern Computer Vision

3.24 GB | 11min 44s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
FileName :1 What we are going to Cover in Natural Language Processing.mp4 | Size: (33.18 MB)
FileName :2 What we are going to Cover in Computer Vision.mp4 | Size: (76.82 MB)
FileName :3 (Optional) Mathematics Behind Backpropagation Course.mp4 | Size: (30.28 MB)
FileName :5 Introduction to Tokenization.mp4 | Size: (516.3 MB)
FileName :6 Tokenization in Depth.mp4 | Size: (87.63 MB)
FileName :7 Programatically Understanding Tokenizations.mp4 | Size: (95.09 MB)
FileName :8 BERT vs DistilBERT.mp4 | Size: (18.39 MB)
FileName :9 Embeddings in a Continuous Vector Space.mp4 | Size: (52.8 MB)
FileName :10 Introduction to Positional Encodings.mp4 | Size: (40.72 MB)
FileName :11 How Positional Encodings Work.mp4 | Size: (34.66 MB)
FileName :12 Understanding Even and Odd Indicies with Positional Encodings.mp4 | Size: (78.53 MB)
FileName :13 Why we Use Sine and Cosine Functions for Positional Encodings.mp4 | Size: (40.89 MB)
FileName :14 Understanding the Nature of Sine and Cosine Functions.mp4 | Size: (89.11 MB)
FileName :15 Visualizing Positional Encodings in Sine and Cosine Graphs.mp4 | Size: (88.21 MB)
FileName :16 Solving the Equations to get the Positional Encodings.mp4 | Size: (145.28 MB)
FileName :17 Introduction to Attention Mechanisms.mp4 | Size: (21.43 MB)
FileName :18 Query, Key, and Value Matrix.mp4 | Size: (146.97 MB)
FileName :20 Calculating Key Vectors.mp4 | Size: (164.14 MB)
FileName :21 Query Matrix Introduction.mp4 | Size: (85.95 MB)
FileName :22 Calculating Raw Attention Scores.mp4 | Size: (177.89 MB)
FileName :27 Understanding the Value Matrix and Value Vector.mp4 | Size: (87.36 MB)
FileName :29 Understanding the Output.mp4 | Size: (18.27 MB)
FileName :30 Understanding Multi Head Attention.mp4 | Size: (114.5 MB)
FileName :32 Masked Language Modeling.mp4 | Size: (4.51 MB)
FileName :33 Vision Transformers vs Convolutional Neural Networks.mp4 | Size: (20.57 MB)
FileName :34 Quadratic Operations.mp4 | Size: (68.9 MB)
FileName :36 Understanding Attention Mechanisms, Brief Summary.mp4 | Size: (53.46 MB)
FileName :37 Understanding the Full Vision Transformer Pipeline.mp4 | Size: (162.21 MB)
FileName :38 Introduction to Prompt Encoders for SAM.mp4 | Size: (39.93 MB)
FileName :39 SAM AutoPrompt Mode.mp4 | Size: (172.13 MB)
FileName :40 SAM Manual Click Mode.mp4 | Size: (74.42 MB)
FileName :41 Vision Transformer Embeddings Inside SAM.mp4 | Size: (38.6 MB)
FileName :43 How SAM is Trained.mp4 | Size: (88.49 MB)
FileName :44 Calculating Prompt Self Attention for SAM.mp4 | Size: (35.72 MB)
FileName :45 Prompt Image Cross Attention.mp4 | Size: (81.17 MB)
FileName :46 Image to Prompt Cross Attention.mp4 | Size: (62.33 MB)
FileName :47 Finishing SAM Example Part 1.mp4 | Size: (96.76 MB)
FileName :48 Finishing SAM Example Part 2.mp4 | Size: (72.64 MB)]
Screenshot

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