Machine Learning Made Simple - VideoAndMovie

Complex NLP/ML/DL topics can be explained in simple words!

Follow me on:

👉🏻 Linkedin: https://www.linkedin.com/in/sachinkalsi/
👉🏻 Twitter: https://twitter.com/Sachin_kalsi
👉🏻 GitHub: https://github.com/SachinKalsi/

LLaMA 2 Explained: Pretraining, Iterative FineTuning, Grouped Query Attention, Ghost Attention

39:36

LLaMA 2 Explained: Pretraining, Iterative FineTuning, Grouped Query Attention, Ghost Attention

LLM Jargons Explained: Part 4 - KV Cache

13:47

LLM Jargons Explained: Part 4 - KV Cache

LLM Jargons Explained: Part 5 - PagedAttention Explained

8:43

LLM Jargons Explained: Part 5 - PagedAttention Explained

LLM Jargons Explained: Part 3 - Sliding Window Attention

15:22

LLM Jargons Explained: Part 3 - Sliding Window Attention

LLM Jargons Explained: Part 2 - Multi Query & Group Query Attent

15:51

LLM Jargons Explained: Part 2 - Multi Query & Group Query Attent

LLM Jargons Explained

2:04

LLM Jargons Explained

LLM Jargons Explained: Part 1 - Decoder Explained

20:40

LLM Jargons Explained: Part 1 - Decoder Explained

ELI5 FlashAttention Algorithm and Online Normalizer Calculation for Softmax (NVIDIA Paper) - part 3

44:25

ELI5 FlashAttention Algorithm and Online Normalizer Calculation for Softmax (NVIDIA Paper) - part 3

ELI5 FlashAttention: Fast & Efficient Transformer Training - part 2

39:17

ELI5 FlashAttention: Fast & Efficient Transformer Training - part 2

ELI5 FlashAttention: Understanding GPU Architecture - Part 1

25:46

ELI5 FlashAttention: Understanding GPU Architecture - Part 1

The Transformer Encoder Demystified: An Easy-to-Understand Explanation

22:41

The Transformer Encoder Demystified: An Easy-to-Understand Explanation

Key Takeaways from LLaMA for Data Scientists

26:36

Key Takeaways from LLaMA for Data Scientists

Information Extraction from Web Pages - part 5 (ML model development & deployment)

22:05

Information Extraction from Web Pages - part 5 (ML model development & deployment)

Information Extraction from Web Pages - part 3 (Create Training Data)

15:08

Information Extraction from Web Pages - part 3 (Create Training Data)

Information Extraction from Web Pages - part 2 (Problem Formulation)

9:02

Information Extraction from Web Pages - part 2 (Problem Formulation)

Introduction to Information Extraction (or IR) From A Web Page - Part 1

10:11

Introduction to Information Extraction (or IR) From A Web Page - Part 1

Information Extraction from Web Pages - part 4 (Installing HTML Tag annotator)

11:57

Information Extraction from Web Pages - part 4 (Installing HTML Tag annotator)

Calibration in Machine learning Models - Predicting Good Probabilities With Supervised Learning

37:00

Calibration in Machine learning Models - Predicting Good Probabilities With Supervised Learning