Cloud - DeepTech

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990 videos

Welcome to my Channel "DeepTech" - My Name is Deep. In this channel I will talk about multiple technologies like Cloud Computing, Data Engineering, System De...

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5.10 Q K V Characteristics

5.9 EXAMPLE 2 Context Vector of python in Tech Layer

5.8 Attention is Needed

5.7 EXAMPLE 1 Attention Flow - Output of Attention Score + Context Vector

5.6 Attention Mechanism Flow in LLMs

5.5 Query, Key, Value Vector in Self Attention

5.4 Weight Matrix in LLMs with Example

5.3 Mathematics of Weight Matrix in Neural Network

5.2 MATHS Matrix & Equations, Matrix Multiplication

5.1 MATHS Vectors & Matrix

4.25 Linear Head, Logit, Softmax, Sampling & Autoregression

4.23 DECODER, Output Embedding

4.22 ENCODER - The Complete Flow

4.24 MASKED ATTENTION

4.21 Add & Norm, Feed Forward Network FFN

4.20 Multi Head Attention, Output Weight Matrix

4.19 Output of Self-Attention

4.18 Static & Contextual Embedding, Bidirectional Attention

4.17 Self-Attention Attention Score & Context Vector

4.16 SELF-ATTENTION

4.15 Transformer Block Transformer Layer & Weight Matrix

4.14 Postitional Encoding

4.12 HANDS-ON Create Model using Custom Dataset to Generate Vectors without data pre processing

4.11 Word2Vec Library

4.10 HANDS-ON Use Pre Trained Model to Generate Word Vectors

4.9 How Vector Embeddings are Generated

4.8 Vector Embedding

4.7 LLM & GenAI Model Vocabulary

4.6 HANDS-ON Implement Tokenizer using OSS GPT Model

4.5 Tokenization