Personalization Using Machine Learning

https://towardsdatascience.com/classification-metrics-confusion-matrix-explained-7c7abe4e9543

 

https://www.sitecore.com/blog/ai/machine-learning-for-personalization

https://www.youtube.com/watch?time_continue=102&v=mQfacqVvOEM&embeds_euri=https%3A%2F%2Fbuiltin.com%2F&feature=emb_logo

https://rubikscode.net/2020/12/09/4-key-machine-learning-methods-for-prediction-personalization/

https://medium.com/booking-product/personalization-using-machine-learning-from-data-science-to-user-experience-3b1ef5d23ced

https://medium.com/s/story/spotifys-discover-weekly-how-machine-learning-finds-your-new-music-19a41ab76efe

https://www.altexsoft.com/blog/recommender-system-personalization/

https://medium.com/towards-data-science/introduction-to-embedding-based-recommender-systems-956faceb1919

https://tracyrenee61.medium.com/interview-question-what-is-collaborative-filtering-in-recommendation-systems-in-python-19a0d6968e4e

KNN Algorithm

https://www.youtube.com/watch?v=6kZ-OPLNcgE

https://medium.com/@urvimidha/recommendation-system-using-collaborative-filtering-in-python-83992251c8f7

https://github.com/urvimidha/recommendation-systems

https://www.youtube.com/watch?v=kccT0FVK6OY

https://www.youtube.com/watch?v=n3RKsY2H-NE

https://www.youtube.com/watch?v=1XqG0kaJVHY

https://www.youtube.com/watch?v=9-HKxxgbsJ8

Control flow Flattening

 

https://blog.jscrambler.com/jscrambler-101-control-flow-flattening

dev tools

 

Linear Regression vs Logistic Regression

Simply Explained: Top 5 ML Algorithms and Implemented in Python

https://medium.com/@faisal-fida/simply-explained-top-5-ml-algorithms-and-implemented-in-python-e408cadcda25

https://www.youtube.com/watch?v=OCwZyYH14uw

 

https://www.youtube.com/watch?v=zrzXN_gib3A

https://www.youtube.com/watch?v=YhIvnNAK81Q&list=PLlgLmuG_KgbbvMqAS7kSYtdLoLeURW5_b&index=11

Google Sheets ML

 https://aryanirani123.medium.com/

https://www.youtube.com/watch?v=SYllDyOmvA4

Calculus

 https://www.kaggle.com/code/jhoward/how-does-a-neural-net-really-work

https://www.youtube.com/watch?v=rBVi_9qAKTU&list=PLybg94GvOJ9ELZEe9s2NXTKr41Yedbw7M&index=1&t=191s

Deferred Deep Linking

 

https://www.branch.io/glossary/deferred-deep-linking/

Redis Essential Training

 

https://www.linkedin.com/learning/redis-essential-training-15012713/writing-and-reading-from-hashes?autoplay=true&resume=false

Deep Learning: Image Recognition

https://www.linkedin.com/learning/deep-learning-image-recognition/designing-a-neural-network-architecture-for-image-recognition?autoSkip=true&autoplay=true&resume=false