AI Learning Journey
Your roadmap from absolute beginner to master of the AI frontier.
What is AI?
Foundation & Principles
Machine Learning
Algorithms & Data
Data Engineering
Pipelines & Features
Deep Learning
Neural Networks
Frontier LLMs
GPT, Claude, Gemini
Local AI
Privacy & Control
Artificial Intelligence (AI) is transforming the world at an unprecedented pace. From the way we work to how we communicate and solve complex global challenges, AI is increasingly becoming an integral part of our daily lives. To navigate this change effectively, it is essential to grasp the fundamental concepts that drive this technology.
This Basics section is designed as a comprehensive roadmap for anyone—from complete beginners to tech enthusiasts—looking to build a solid foundation in AI. We have curated a series of articles that peel back the layers of buzzwords to reveal the underlying principles of machine learning, neural networks, and the revolutionary Large Language Models (LLMs) that define our current era.
Whether you are a student preparing for the future, a professional looking to leverage AI in your career, or simply curious about how technology works, these articles provide the clarity you need. We encourage you to start from the beginning and explore topics at your own pace. If you have insights to share, you can even submit your own articles to help the community grow!
What You Will Learn
1. Core AI & ML: Understand what AI really is and how machines learn from data.
2. Frontier Models: Explore the leading AI models like GPT-4, Claude, and Gemini.
3. Local AI: Learn how to run your own private AI using tools like Ollama.
4. Real-world Applications: Discover how AI is used in search, chat, and productivity.