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AI Tutorials

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Tutorial

vLLM Documentation

Step-by-step guide for production, inference.

production inference +1
by vLLM View
Tutorial

PyTorch Tutorials

Step-by-step guide for architecture.

tutorial architecture
by PyTorch View
Tutorial

LangGraph Documentation

Step-by-step guide for agents, production, architecture.

agents production +2
by LangChain View
Tutorial

Milvus Documentation

Step-by-step guide for rag, production, ai tools.

rag production +2
by Milvus View
Tutorial

Qdrant Documentation

Step-by-step guide for rag, production, ai tools.

rag production +2
by Qdrant View
Tutorial

OpenAI Cookbook

Step-by-step guide for api, ai tools.

api tutorial +1
by OpenAI View
Tutorial

Streamlit for ML Applications

Build and share data science apps quickly. Turn Python scripts into interactive web apps for ML models.

demo visualization +3
by Streamlit View
Tutorial

Gradio - Build ML Demos Quickly

Create beautiful web demos for ML models in minutes. Perfect for sharing your work and prototyping.

demo visualization +3
by Gradio View
Tutorial

Pinecone Vector Database Guide

Purpose-built vector database for AI applications. Powers semantic search, RAG, and similarity matching.

vector-search database +2
by Pinecone View
Tutorial

Building RAG Systems - Complete Guide

Retrieval Augmented Generation: combine vector search with LLMs for enhanced AI responses. Production-ready patterns.

rag vector-search +3
by Pinecone View
Tutorial

Docker for Machine Learning

Containerize ML applications with Docker. Ensure reproducibility and easy deployment across environments.

deployment production +2
by Docker View
Tutorial

FastAPI for ML Model Deployment

Learn to deploy machine learning models as REST APIs using FastAPI. Fast, modern, and production-ready.

fastapi deployment +3
by FastAPI View
Tutorial

Building AI Agents with LangChain

Create autonomous AI agents that can use tools, reason, and take actions to complete complex tasks.

agents langchain +3
by LangChain View
Tutorial

Ollama - Run LLMs Locally

Run large language models on your own machine. Privacy-focused, free, and easy to use.

ai-tools llm +2
by Ollama View
Tutorial

Jupyter Notebooks for Data Science

Interactive Python environment perfect for ML experimentation, data analysis, and education.

notebook python +3
by Project Jupyter View
Tutorial

LangChain for LLM Applications

Build powerful LLM applications with LangChain. Chains, agents, memory, and RAG made simple.

langchain llm +3
by LangChain View
Tutorial

Hugging Face Transformers Library

State-of-the-art NLP library with thousands of pre-trained models. Easy fine-tuning and deployment.

huggingface transformers +3
by Hugging Face View
Tutorial

ChatGPT API for Developers

Official guide to building applications with ChatGPT API. Includes best practices, examples, and cost optimization.

ai-tools chatgpt +3
by OpenAI View
Tutorial

OpenCV Python Tutorial for Beginners

Get started with OpenCV in Python. Learn image processing, filters, transformations, and basic computer vision.

opencv python +3
by OpenCV View
Tutorial

YOLO Object Detection - Complete Guide

Master YOLO (You Only Look Once) for real-time object detection. Includes YOLOv5, YOLOv8, and deployment.

object-detection yolo +3
by Ultralytics View
Tutorial

PyImageSearch Computer Vision Tutorials

Practical computer vision tutorials with OpenCV and Python. From basics to advanced deep learning applications.

computer-vision opencv +3
by PyImageSearch View
Tutorial

Fine-Tuning Large Language Models

Complete guide to fine-tuning LLMs for specific tasks. Covers techniques, best practices, and cost optimization.

fine-tuning llm +3
by Hugging Face View
Tutorial

Building a Neural Network from Scratch

Step-by-step tutorial building a neural network without frameworks. Understand backpropagation deeply.

neural-networks tutorial +3
by 3Blue1Brown View