Machine Learning System Design - Netflix Recommendation System скачать в хорошем качестве

Machine Learning System Design - Netflix Recommendation System

𝐍𝐨𝐭𝐞𝐬 𝐚𝐫𝐞 𝐚𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐡𝐞𝐫𝐞 𝐟𝐨𝐫 𝐅𝐫𝐞𝐞 - https://register.educosys.com/new-cou... If you appreciate the content and the hard work, Please 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 -    / @keertipurswani   Checkout the design here - https://dacstop.com/whiteboard?whiteb... 𝐂𝐡𝐞𝐜𝐤𝐨𝐮𝐭 𝐝𝐞𝐭𝐚𝐢𝐥𝐬 𝐚𝐧𝐝 𝐞𝐧𝐫𝐨𝐥𝐥 𝐟𝐨𝐫 𝐨𝐮𝐫 𝐋𝐈𝐕𝐄 𝐜𝐨𝐮𝐫𝐬𝐞𝐬 𝐡𝐞𝐫𝐞- https://www.educosys.com 𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦 -   / educosys   𝐄𝐝𝐮𝐜𝐨𝐬𝐲𝐬 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 -   / 98837223   You can also connect with me on- 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 -   / keertipurswani   𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦 (for personal, raw and real side of my life) -   / keerti.purswani   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! #softwaredevelopment #softwareengineer #machinelearningengineer #artificialintelligenceandmachinelearning