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AI Tutorials for Beginners

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Article

Introducing Claude

In-depth article on architecture.

architecture article
by Anthropic View
Article

The Illustrated GPT-2

In-depth article on transformers, architecture.

transformers architecture +1
by Jay Alammar View
Tutorial

PyTorch Tutorials

Step-by-step guide for architecture.

tutorial architecture
by PyTorch 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
Article

Microsoft Responsible AI Principles

Framework for building responsible AI: fairness, reliability, privacy, inclusiveness, transparency, and accountability.

responsible-ai ethics +2
by Microsoft 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

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
Course

ChatGPT Prompt Engineering for Developers

Official course on prompt engineering by OpenAI and DeepLearning.AI. Learn to build with GPT models effectively.

prompt-engineering chatgpt +3
by OpenAI & DeepLearning.AI View
Article

Prompt Engineering Guide

Comprehensive guide to prompt engineering: techniques, examples, best practices for GPT-4, Claude, and other LLMs.

prompt-engineering gpt +3
by DAIR.AI View
Course

Elements of AI - Free Online Course

Finland's free AI fundamentals course for non-programmers. Over 750,000 students. Covers AI basics, ethics, and...

fundamentals beginner +2
by University of Helsinki View
Course

AI For Everyone by Andrew Ng

Non-technical introduction to AI. Learn what AI can and cannot do, how to spot AI opportunities, and work with an AI...

fundamentals beginner +3
by Andrew Ng View
Course

Machine Learning Crash Course by Google

Fast-paced, practical introduction to machine learning with TensorFlow. Includes video lectures, real-world case...

fundamentals machine-learning +3
by Google View