Curated papers, articles, videos, books, podcast and blogs on research/applied machine learning & quantum computing.
- Enterprise AI/Machine Learning: Lessons Learned
AI/ML Platform
- Inside DeepMind (Video)
DeepMind
Applied AI
- Applied Machine Learning with Google's Peter Norvig (Video)
Google
- Spotify Engineering Culture (Video)
Spotify
- The Hype Over Quantum Computers, Explained (Video)
Quantum Computing
- AlphaFold: The making of a scientific breakthrough (Video)
DeepMind
- The Rise of AI (Video)
AI Community
- AlphaGo (Video)
DeepMind
- Demonstrating Quantum Supremacy (Video)
Google
- Google and NASA's Quantum Artificial Intelligence Lab (Video)
Google
- How Big Data is Revolutionizing the Way We Work - JP Morgan (Video)
JP Morgan
Applied AI
- Jeff Dean’s Lecture for YC AI (Video)
AI Community
Google AI Lab
- Machine Learning and Human Bias (Video)
Google
- Science at Uber: Applying Artificial Intelligence (Video)
Uber
- Data Management Challenges in Production Machine Learning
Google
- Forecasting at Uber
Uber
Forecast
- Amazon.com - Recommendations Item-to-Item Collaborative Filtering
Amazon
- Google's fast-paced, practical introduction to machine learning
Google
- Netflix Research: Machine Learning Platform
Netflix
- Netflix Research: Machine Learning
Netflix
- Democratizing Data at Airbnb
Airbnb
- Building a Feature Store to reduce the time to production of ML models
AI/ML Platform
- The great AI debate: Interpretability
AI Interpretability
- How To Drive a Culture of Experimentation For Effective AI/ML
AI Experimentation
- Data science at NASA
Podcast
- Hidden Technical Debt in Machine Learning Systems (Paper)
Paper
Must Read
Google
- Data science is becoming software engineering
Podcast
- Stop Hiring Data Scientists
AI Team
- The ML Suprise
Must Read
- Scaling the Wall Between Data Scientist and Data Engineer
AI Team
- ML Ops: Machine Learning as an Engineering Discipline
AI Team
- Is Your Company Too Dumb To Be Data-Driven?
Scale
- How to Make a Cultural Transformation | Simon Sinek (Video)
Cultural Transformation
- Inside DeepMind's epic mission to solve science's trickiest problem
Deepmind
- How To Do Research At The MIT AI Lab
Research AI
- The Unreasonable Effectiveness of Data
Research AI
- Renaissance Florence Was a Better Model for Innovation than Silicon Valley Is
Innovation
- How to "manage" high performer & innovative teams? (Steve Jobs- Video)
Innovation
Leadership
- Hull Trading - Algorithmic Trading firm (1985)
Inspiration
- Automate This: How Algorithms Took Over Our Markets, Our Jobs, and the World
Inspiration
- Innovating Faster on Personalization Algorithms at Netflix Using Interleaving
Netflix
Recommendation
Interleaving
- 16 Startup Metrics - Andreessen Horowitz
Measurement
- 16 More Startup Metrics - Andreessen Horowitz
Measurement
- Machine Learning and Alternative Data Approach to Investing
Big Data
JP Morgan
- Artificial Intelligence and life in 2030
Stanford University
AI Report
- NYU - Deep Learning Course by Yann LeCun
New York University
Yann LeCun