채널 상세

Machine Learning Studio

I'm Vahid Mirjalili, a Senior Data Scientist with over five years of experience in Multimodal Machine Learning, Computer Vision, NLP, and Deep Learning. I hold two PhDs from Michigan State University, one in Computer Science and another in Mechanical Engineering. I've worked on cutting-edge projects in industry, leading teams and developing innovative models in object recognition, segmentation, and language processing. I've co-authored best-selling books like Python Machine Learning and Machine Learning with PyTorch and Scikit-Learn, and I'm currently working on "Grokking Transformers". This channel is where I share insights, techniques, and practical guides on ML, Transformers, and #LLMs. I cover everything from the inner workings of LLMs to practical guides on building Retrieval-Augmented Generation (#RAG) systems and fine-tuning models for various applications. Subscribe to stay ahead in the ML and AI space!

6.3K
구독자
27
영상
최근 영상
Encoder-Decoder Architecture in Transformers
Encoder-Decoder Architecture in Transformers
조회 1.3K 좋아요 29 1년 전
Parameter Efficient Fine Tuning PEFT
Parameter Efficient Fine Tuning PEFT
조회 1.5K 좋아요 40 1년 전
Retrieval Augmented Generation (RAG)
Retrieval Augmented Generation (RAG)
조회 581 좋아요 19 1년 전
Enhancing LLMs (an overview)
Enhancing LLMs (an overview)
조회 664 좋아요 28 2년 전
FlashAttention: Accelerate LLM training
FlashAttention: Accelerate LLM training
조회 1.3만 좋아요 321 2년 전
An Overview of Object Recognition Tasks
An Overview of Object Recognition Tasks
조회 513 좋아요 25 2년 전
Dataset Management with FiftyOne
Dataset Management with FiftyOne
조회 399 좋아요 11 2년 전
OpenAI CLIP model explained
OpenAI CLIP model explained
조회 3.0만 좋아요 445 2년 전
DINO -- Self-supervised ViT
DINO -- Self-supervised ViT
조회 1.7K 좋아요 41 2년 전
Swin Transformer
Swin Transformer
조회 1.1만 좋아요 165 2년 전
Variants of ViT: DeiT  and T2T-ViT
Variants of ViT: DeiT and T2T-ViT
조회 2.3K 좋아요 60 2년 전
Vision Transformer (ViT)
Vision Transformer (ViT)
조회 4.2K 좋아요 84 2년 전
Evolution of Self-Attention in Vision
Evolution of Self-Attention in Vision
조회 2.1K 좋아요 43 2년 전
Relative Self-Attention Explained
Relative Self-Attention Explained
조회 2.7K 좋아요 78 2년 전
Self-Attention in Image Domain: Non-Local Module
Self-Attention in Image Domain: Non-Local Module
조회 2.4K 좋아요 54 2년 전
Introducing a new series on Vision Transformers
Introducing a new series on Vision Transformers
조회 2.0K 좋아요 36 2년 전
Linear Complexity in Attention Mechanism: A step-by-step implementation in PyTorch
Linear Complexity in Attention Mechanism: A step-by-step implementation in PyTorch
조회 1.7K 좋아요 65 2년 전
Efficient Self-Attention for Transformers
Efficient Self-Attention for Transformers
조회 6.5K 좋아요 217 2년 전
Variants of Multi-head attention: Multi-query (MQA) and Grouped-query attention (GQA)
Variants of Multi-head attention: Multi-query (MQA) and Grouped-query attention (GQA)
조회 1.4만 좋아요 448 2년 전
PostLN, PreLN and ResiDual Transformers
PostLN, PreLN and ResiDual Transformers
조회 4.2K 좋아요 136 3년 전
Transformer Architecture
Transformer Architecture
조회 1.4만 좋아요 394 3년 전
Top Optimizers for Neural Networks
Top Optimizers for Neural Networks
조회 1.6만 좋아요 669 3년 전
A Dive Into Multihead Attention, Self-Attention and Cross-Attention
A Dive Into Multihead Attention, Self-Attention and Cross-Attention
조회 6.8만 좋아요 1.7K 3년 전
Self-Attention Using Scaled Dot-Product Approach
Self-Attention Using Scaled Dot-Product Approach
조회 2.6만 좋아요 791 3년 전
GPT-4 release: a 5-minute overview
GPT-4 release: a 5-minute overview
조회 498 좋아요 12 3년 전
Matrix Multiplication Concept Explained
Matrix Multiplication Concept Explained
조회 7.2K 좋아요 245 3년 전
A Review of 10 Most Popular Activation Functions in Neural Networks
A Review of 10 Most Popular Activation Functions in Neural Networks
조회 1.7만 좋아요 651 3년 전
보기 방식
채널검색