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Part 4 - Inference with Retrieval Augmented Generation (RAG) Local document Math & Medical CoT

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Part 3 - Inference with Prompt Routing Math & Medical CoT Qwen 2.5 from scratch

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Part 2 - Instruction finetuning with chain-of-thought (CoT) medical dataset Qwen 2.5 from scratch

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Part 1 - Mathematical Reasoning with GRPO Reinforcement Learning Qwen 2.5 from scratch

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Fine tune Llama 3.2 11B VLM Vision Language Model step-by-step guide

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Fine Tune LLaMA 3.2 for Python Code Generation – Step-by-Step Guide

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Lesson 4 - Github DVC and Amazon S3 from scratch MLOps

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Lesson 3 - Docker and FastAPI from scratch live demos MLOps

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Lesson 2 - Model Inference and ONNX packaging from scratch live demo mlops

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Lesson 1 - Model training and monitoring from scratch Pytorch Lightning and WandB MLOps

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05 - Graph Attention Network (GAT) explained step-by-step

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YOLOv8 Object Tracking Tracking Bounding Boxes and Keypoints in Every Frame step-by-step

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YOLOv8 Object Tracking Step-by-Step Guide to Tracking Main Objects in Every Frame

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04 - Graph Classification step-by-step

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Step-by-step Guide To Creating Yolov8 From Scratch!

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03 - Link Prediction with GraphSage explained step-by-step

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02 - Graph Sage Convolution (SageConv) explained step-by-step

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01 - Graph convolutional network (GCN) explained step-by-step

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Install Deep Graph Library DGL for MacOs M1, M2, M3

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Emotion Detection with Vgg16, Pytorch Lightning and SORT live demo from scratch - Part 3

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Emotion Detection with Vgg16, Pytorch Lightning and SORT live demo from scratch - Part 2

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Emotion Detection with Vgg16, Pytorch Lightning and SORT live demo from scratch - Part 1

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Graph Transformer with Edge Features explained from scratch

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Graph Transformer explained with paper implementation from scratch

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