Diffusion Models

 

https://www.youtube.com/watch?v=yTAMrHVG1ew

Data Science: Modern Deep Learning in Python

 

https://deeplearningcourses.com/c/data-science-deep-learning-in-theano-tensorflow

https://deeplearningcourses.com/o/deep-learning-path

Deep Learning A-Z

 https://www.superdatascience.com/courses/deep-learning-az

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

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

 

The Main Ideas of Least Squares and Linear Regression

https://www.youtube.com/watch?v=PaFPbb66DxQ&list=PLblh5JKOoLUIzaEkCLIUxQFjPIlapw8nU

https://www.youtube.com/watch?v=biv_EjAy8g0

https://www.youtube.com/watch?v=Mhw_-xHVmaE

Mean Squared Error MSE

Instantaneous rate of change 

https://www.mathsisfun.com/calculus/derivatives-introduction.html

Learn how to remove image backgrounds with PyTorch - Deep Learning Tutorial

 

https://www.youtube.com/watch?v=ASxHYek5yv0

https://github.com/eugenesiow/practical-ml