Career guidance, interview preparation, portfolio building, and navigating the AI job market.
- Chip Huyen: ML Interviews Book - Comprehensive free guide to ML interview preparation.
Intermediate - ML Interview Questions Repository - Curated collection of ML interview questions and answers.
Intermediate - Deep Learning Interviews Book - Free book of deep learning interview questions.
Intermediate - ML System Design (GitHub) - Guide to ML system design interviews.
Advanced
- DeepLearning.AI: AI For Everyone - Understanding AI career paths and business opportunities.
Beginner - Kaggle: Getting Started - Build portfolio projects and earn certificates.
Beginner - fast.ai: Practical Deep Learning - Build impressive portfolio projects with practical skills.
Beginner - Google: Machine Learning Career Resources - Career development resources from Google.
All Levels - Microsoft: AI Skills Challenge - Free learning paths with certificates.
All Levels
- GitHub Student Developer Pack - Free tools for students building AI portfolios.
Beginner - Hugging Face: Spaces - Deploy ML demos for free as portfolio pieces.
Beginner - Kaggle Competitions - Build competitive ML experience and ranking.
All Levels - Papers With Code: Benchmarks - Understand state-of-the-art to prep for research roles.
Intermediate - AI/ML Communities (Discord, Reddit) - Connect with practitioners and stay current.
All Levels