Video
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
Browse the platform
SI Topic: Machine Learning & Predictive SI
Machine learning, deep learning, forecasting, classification, regression, and predictive systems.
Video
Udemy Online courses – ML, SI, NLP using Python
Machine Learning A-Z™: Hands-On Python & R In Data Science Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included. Created by Kirill Eremenko, Hadelin…
Research
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 progress towards understanding compositionality in tasks such as sentiment detection…
Research
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 of his earlier articles, very interesting and written in 1992. How neural networks learn from experience. http://www.cs.toronto.edu/~hinton/absps/sciam92.pdf
Research
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, using no temporal information. We take an object recognition approach,…
Tutorial
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 before considering more advanced books. Some books for covering the…
Research
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, no hike, cut). Data and variations Fed FOMC meeting minutes for…
Research
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 prices. Data UK, EU and US monthly macroeconomic data for last…