Featured Resources

Curated AI and machine learning resources, including beginner guides, compute resources, and research tracking tools

Found 27 resources
Complete AI Beginner Guide

A comprehensive roadmap for learning AI and machine learning from scratch, including resource recommendations and practical projects

beginnerBeginner GuideLearning PathResource Collection
Python Basics for AI/ML

Python tutorial specifically designed for AI/ML learners, focusing on data processing and scientific computing

beginnerPythonProgramming BasicsData Science
Math Foundations for Machine Learning

Essential linear algebra, calculus, and probability & statistics knowledge for machine learning, with intuitive explanations and code examples

beginnerMathematicsLinear AlgebraProbability & StatisticsCalculus
Your First Machine Learning Project

Step-by-step guide to complete your first machine learning project, from data processing to model evaluation

beginnerPracticalBeginner Projectscikit-learnData Analysis
Google Machine Learning Crash Course

Free course from Google covering machine learning fundamentals with TensorFlow, featuring interactive visualizations and practical exercises

beginnerMachine LearningTensorFlowInteractiveGoogle
AI For Everyone

Non-technical course designed by Andrew Ng to help anyone understand AI technologies and how to apply them in business

beginnerNon-technicalBusiness ApplicationsAI ConceptsAndrew Ng
Stanford Machine Learning Course on YouTube

Full Stanford machine learning course lectures available for free, taught by Andrew Ng

beginnerStanfordAcademic CourseVideo LecturesComprehensive
Kaggle Competitions for Beginners

List of entry-level data science competitions on Kaggle, great for practical learning and portfolio building

beginnerCompetitionPracticePortfolio BuildingCommunity
Google Colab

Free cloud-based Jupyter notebook environment provided by Google with free GPU/TPU support

computeFree GPUJupyterCloud EnvironmentPython