YouTube tutorials – Stanford NLP Lecture series
Stanford Lecture Collection | Natural Language Processing with Deep Learning (Winter 2017).
https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6
YouTube tutorials – Linear algebra – Matrices, Vectors, Eigenvectors
Very good free YouTube tutorials on Linear algebra - matrices, vectors, eigenvectors, etc.
Essence of linear algebra. A...
Udemy Online courses – ML, AI, NLP using Python
Machine Learning A-Z™: Hands-On Python & R In Data Science
Learn to create Machine Learning Algorithms in...
Richard Socher – Using RNN for NLP
Abstract - Semantic word spaces have been very useful but cannot express the meaning of longer phrases in a principled way. Further...
Geoffrey Hinton, Father of Deep Learning, research articles page
http://www.cs.toronto.edu/~hinton/papers.html
One of his earlier articles written in 1986!Learning internal representations by error propagation. http://www.cs.toronto.edu/~hinton/absps/pdp8.pdf
Another one...
Microsoft using Random Forest algorithms for Kinect gaming platform
Abstract - We propose a new method to quickly and accurately predict 3D positions of body joints from a single depth image,...
Useful websites for Data Science
https://www.kdnuggets.com/
https://towardsdatascience.com/
https://machinelearningmastery.com/start-here/
https://www.analyticsvidhya.com/
https://www.kaggle.com/
https://www.datacamp.com/community/data-science-cheatsheets
Top Free Books for Data Science Basics
There are a large no of free books available online to learn the basics of data science. Very good to start with...
Applying NLP algorithms to Predict US Fed Fund Rate Decision
Objective
Observe and
improve the results of applying NLP algorithms on FOMC meeting minutes to predict
Fed Fund rate decision (hike,...
Using Machine learning algorithms on macroeconomic data to predict currency prices
Objective
Observe and
improve the results of running multiple linear regression and random forest
algorithms on macroeconomic data to predict currency...
