Word2Vec Explained!

Word2Vec - here’s a short video giving you some intuition and insight into word2vec and word embedding. Summary of word2vec and word embedding.
Here are the links from the video:-
Original Paper by Mikolov et al - https://arxiv.org/pdf/1301.3781.pdf
Xin Rong wordvec Parameter Learning Explained - https://arxiv.org/abs/1411.2738
Xin Rong Presentation - https://youtu.be/D-ekE-Wlcds
wevi: word embedding visual inspector - https://ronxin.github.io/wevi/

Stanford Course - https://youtu.be/ERibwqs9p38
Chris McCormick blog post - http://mccormickml.com/2016/04/19/word2vec-tutorial-the-skip-gram-model/

Other Learning resources
3 Blue 1 Brown - https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
MIT Linear Algebra Course - https://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-spring-2010/video-lectures/
MIT Machine Learning and Statistics - https://ocw.mit.edu/courses/sloan-school-of-management/15-097-prediction-machine-learning-and-statistics-spring-2012/index.htm
A few useful things to know about Machine Learning - https://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf
Google Machine Learning Course - https://developers.google.com/machine-learning/crash-course/
An Introduction to Statistical Learning - http://www-bcf.usc.edu/~gareth/ISL/

McCormick, C. (2016, April 19). Word2Vec Tutorial - The Skip-Gram Model. Retrieved from http://www.mccormickml.com

Видео Word2Vec Explained! канала Python Programmer