LifeLine
Repository for all the guides and Useful Resources for all Purposes.
MarkDown Sheet : https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet
Table of Contents
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[Tutorials and Courses]
[Andrew'S medium BLog](https://medium.com/@karpathy to use as a Newsletter)
Chess for Reinforcement Learning
Deep Learning for NLP
Deep Natural Language Processing +lecture slides and course description for the Deep Natural Language Processing course offered in Hilary Term 2017 at the University of Oxford. Stanford CS 224D: Deep Learning for NLP class Class by Richard Socher. 2016 content was updated to make use of Tensorflow. Lecture slides and reading materials for 2016 class here. Videos for 2016 class here. Note that there are some lecture videos missing for 2016 (lecture 9, and lectures 12 onwards). All videos for 2015 class here
Udacity Deep Learning Deep Learning course on Udacity (using Tensorflow) which covers a section on using deep learning for NLP tasks. This section covers how to implement Word2Vec, RNN's and LSTMs.
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg. October 2015. No new info, 75 page summary of state of the art.
Installing Ubuntu16.04 Dual Boot
New Course Stanford Course
COOL Projects
1 Telugu Character Recognition : Numerical Recognition
2 Feature Set for Character Recognition
ML INDIA (http://ml-india.org/ml-companies/)
Computer Vision Projects
Page turns with Head Recognition
Open AI
Advanced Algorithms
Blogs
Fantastic Blog and Productivity and book Summary
Computer Organisation and Architecture
Semester 5
Books to Read
The subtle way of stop giving Fcuk to others
Philosophy
Machine Learning
R Programming
Artificial Intelligence Course
Algorithms
Amazon Web Services
Machine Learning
Placement Preparation
Local Installation Softwares(without root privileges)
Installation without root privileges
Guide to Receptive Fields - CNN
A guide to receptive field for CNNs