AI - Machine Learning System Design - Netflix Recommendation System

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9 learners

What you'll learn

This course includes

12.5 hours of video
Certificate of completion
Access on mobile and TV

Summary

Keywords

interview experience software engineer interview placements interview preparation microsoft interview experience google interview experience dsa system deign hld lld high level design low level design

Full Transcript

📝 Free Notes → https://educosys.com/course/free-ai-course If this helped you, subscribing means a lot → https://www.youtube.com/@KeertiPurswani 🎓 𝐂𝐡𝐞𝐜𝐤𝐨𝐮𝐭 𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐂𝐨𝐮𝐫𝐬𝐞𝐬 → https://www.educosys.com 📩 For Educosys queries, contact us at +91 9084249327 or support@educosys.com 📸 Educosys Instagram → https://www.instagram.com/educosys 💼 Educosys LinkedIn → https://www.linkedin.com/company/98837223 Connect with me - 💼 LinkedIn → https://www.linkedin.com/in/keertipurswani 📸 Instagram → https://www.instagram.com/keerti.purswani #softwaredevelopment #softwareengineer #machinelearningengineer #artificialintelligenceandmachinelearning Timestamps- 0:00 - Intro 0:28 - Intro 1:15 - Educosys Courses 1:57 - Requirement Gathering 4:18 - Explicit and Implicit User Engagement for Metrics 9:57 - Evaluation Metrics 10:10 - Online Metrics | A/B Testing 11:30 - Offline Metrics | Precision Vs Recall 13:27 - Calacity Estimation 17:34 - High Level System Architecture 23:16 - Candidate Generation Model 26:06 - Ranking Model 26:20 - Data Collection and Storage 32:15 - Overall Design 34:05 - Downsample Non Watched Items 34:38 - Notes 34:53 - Thank You!