Complete Series - Build 53 End-to-End Implemented Data Science and ML with projects Code
All the ( practical) resources you need to succeed in your Tech Interviews.
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53 implemented projects that you can use for your portfolio.
Projects Videos — 
All the projects, data structures, SQL, algorithms, system design, Data Science and ML , Data Analytics, Data Engineering, , Implemented Data Science and ML projects, Implemented Data Engineering Projects, Implemented Deep Learning Projects, Implemented Machine Learning Ops Projects, Implemented Time Series Analysis and Forecasting Projects, Implemented Applied Machine Learning Projects, Implemented Tensorflow and Keras Projects, Implemented PyTorch Projects, Implemented Scikit Learn Projects, Implemented Big Data Projects, Implemented Cloud Machine Learning Projects, Implemented Neural Networks Projects, Implemented OpenCV Projects,Complete ML Research Papers Summarized, Implemented Data Analytics projects, Implemented Data Visualization Projects, Implemented Data Mining Projects, Implemented Natural Leaning Processing Projects, MLOps and Deep Learning, Applied Machine Learning with Projects Series, PyTorch with Projects Series, Tensorflow and Keras with Projects Series, Scikit Learn Series with Projects, Time Series Analysis and Forecasting with Projects Series, ML System Design Case Studies Series videos will be published on our youtube channel ( just launched).
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53 Implemented Projects
Complete System Design Case Studies
Github : https://bit.ly/3jFzW01
ML System Design Case Studies Series : https://bit.ly/3i5EDiH
Things you must know in System Design
System design basics : https://bit.ly/3SuUR0Y
Horizontal and vertical scaling : https://bit.ly/3slq5xh
Load balancing and Message queues: https://bit.ly/3sp0FP4
High level design and low level design, Consistent Hashing, Monolithic and Microservices architecture : https://bit.ly/3DnEfEm
Caching, Indexing, Proxies : https://bit.ly/3SvyVDc
Networking, How Browsers work, Content Network Delivery ( CDN) : https://bit.ly/3TOHQRb
Database Sharding, CAP Theorem, Database schema Design : https://bit.ly/3CZtfLN
Concurrency, API, Components + OOP + Abstraction : https://bit.ly/3sqQrhj
Estimation and Planning, Performance : https://bit.ly/3z9dSPN
Map Reduce, Patterns and Microservices : https://bit.ly/3zcsfmv
SQL vs NoSQL and Cloud : https://bit.ly/3z8Aa49
All solved case studies : https://bit.ly/3dCG1rcMost Popular System Design Questions : https://bit.ly/3Dp40Ux
Complete Data Structures
Github : https://bit.ly/3YuAXGY
Complete Data Structures Series - https://bit.ly/3hFWNax
Topics that are important in Data Structures and Algorithms ( based on ROI) : https://bit.ly/3EAud36
Complexity Analysis DSA : https://bit.ly/3fSMChP
Curated Question List 1 : https://bit.ly/3ggSDFq
Curated Question List 2 : https://bit.ly/3VrUqrj