Quick Links

Core flow

• Practice Home
• Practice Loop
• 10-Sets/Overview
• 10-Sets/Set Map
• 10-Sets/Week Overviews
• 20-ML-Core/Overview
• 20-ML-Core/Module Map
• 30-System-Design/Overview
• 30-System-Design/Case Map
• 00-Start/Content Conventions
• 00-Start/References/Weekly Checklists (Guide)

Local Quick References

• 20-ML-Core/ML Cheat Sheet
• 20-ML-Core/Guide/Overview
• 20-ML-Core/Concepts Tracker

LeetCode Lists

• NeetCode 150: https://neetcode.io/practice
• Grind 75: https://www.techinterviewhandbook.org/grind75
• Meta Tagged: https://leetcode.com/company/facebook/
• Google Tagged: https://leetcode.com/company/google/

Video Playlists

• NeetCode (All patterns): https://www.youtube.com/@NeetCode/playlists
• William Fiset (Graphs): https://www.youtube.com/@WilliamFiset-videos
• StatQuest (ML): https://www.youtube.com/@statquest
• 3Blue1Brown (Math): https://www.youtube.com/@3blue1brown

ML Courses

• Andrew Ng ML: https://www.coursera.org/specializations/machine-learning-introduction
• Andrew Ng Deep Learning: https://www.coursera.org/specializations/deep-learning
• Stanford CS231n: https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv

System Design

• ML System Design Course: https://www.educative.io/courses/machine-learning-system-design
• Chip Huyen Blog: https://huyenchip.com/blog/

Mock Interviews

• Pramp (free): https://www.pramp.com/
• interviewing.io: https://interviewing.io/

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