research-applied-machinelearning

Curated papers, articles, videos, books, podcast and blogs on research/applied machine learning & quantum computing.

1. Enterprise AI/Machine Learning: Lessons Learned AI/ML Platform
2. Inside DeepMind (Video) DeepMind Applied AI
3. Applied Machine Learning with Google's Peter Norvig (Video) Google
4. Spotify Engineering Culture (Video) Spotify
5. The Hype Over Quantum Computers, Explained (Video) Quantum Computing
6. AlphaFold: The making of a scientific breakthrough (Video) DeepMind
7. The Rise of AI (Video) AI Community
8. AlphaGo (Video) DeepMind
9. Demonstrating Quantum Supremacy (Video) Google
10. Google and NASA's Quantum Artificial Intelligence Lab (Video) Google
11. How Big Data is Revolutionizing the Way We Work - JP Morgan (Video) JP Morgan Applied AI
12. Jeff Dean’s Lecture for YC AI (Video) AI Community Google AI Lab
13. Machine Learning and Human Bias (Video) Google
14. Science at Uber: Applying Artificial Intelligence (Video) Uber
15. Data Management Challenges in Production Machine Learning Google
16. Forecasting at Uber Uber Forecast
17. Amazon.com - Recommendations Item-to-Item Collaborative Filtering Amazon
18. Google's fast-paced, practical introduction to machine learning Google
19. Netflix Research: Machine Learning Platform Netflix
20. Netflix Research: Machine Learning Netflix
21. Democratizing Data at Airbnb Airbnb
22. Building a Feature Store to reduce the time to production of ML models AI/ML Platform
23. The great AI debate: Interpretability AI Interpretability
24. How To Drive a Culture of Experimentation For Effective AI/ML AI Experimentation
25. Data science at NASA Podcast
26. Hidden Technical Debt in Machine Learning Systems (Paper) Paper Must Read Google
27. Data science is becoming software engineering Podcast
28. Stop Hiring Data Scientists AI Team
29. The ML Suprise Must Read
30. Scaling the Wall Between Data Scientist and Data Engineer AI Team
31. ML Ops: Machine Learning as an Engineering Discipline AI Team
32. Is Your Company Too Dumb To Be Data-Driven? Scale
33. How to Make a Cultural Transformation | Simon Sinek (Video) Cultural Transformation
34. Inside DeepMind's epic mission to solve science's trickiest problem Deepmind
35. How To Do Research At The MIT AI Lab Research AI
36. The Unreasonable Effectiveness of Data Research AI
37. Renaissance Florence Was a Better Model for Innovation than Silicon Valley Is Innovation
38. How to "manage" high performer & innovative teams? (Steve Jobs- Video) Innovation Leadership
39. Hull Trading - Algorithmic Trading firm (1985) Inspiration
40. Automate This: How Algorithms Took Over Our Markets, Our Jobs, and the World Inspiration
41. Innovating Faster on Personalization Algorithms at Netflix Using Interleaving Netflix Recommendation Interleaving
42. 16 Startup Metrics - Andreessen Horowitz Measurement
43. 16 More Startup Metrics - Andreessen Horowitz Measurement
44. Machine Learning and Alternative Data Approach to Investing Big Data JP Morgan
45. Artificial Intelligence and life in 2030 Stanford University AI Report
46. NYU - Deep Learning Course by Yann LeCun New York University Yann LeCun