Kapil's repositories
startup-ideas
The Startup & Product Ideas course at Cornell Tech (TECH 5100)
nlp_course
YSDA course in Natural Language Processing
fastai
The fastai deep learning library, plus lessons and and tutorials
python-for-text-analysis
If you want to use Python for text analysis, this course is for you!
decisions-games-ai
Lecture notes for a course on Decision and Game Theory for undergraduates studying AI
awesome-rl
Reinforcement learning resources curated
progressive-blogdown
Progressive blogdown tutorial
Hands-On-Natural-Language-Processing-with-Python
This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.
free-programming-books
:books: Freely available programming books
oceanwaves-python
Toolbox to handle ocean waves datasets
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
CADL
Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
CMPT-732
Solutions to big data lab I - SFU
Udacity-Machine-Learning-Nanodegree
All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.
template_ffd
Code for paper "Learning Free-Form Deformations for 3D Object Reconstruction"
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
markdown-cv
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
dataquest_eng
Here's how to get DataQuest's Data Engineering Track missions' content to work on your localhost. Using data from my Valenbisi ARIMA modeling project, I document my steps using PostgreSQL, Postico, and the Command Line to get our DataQuest exercises running out of a Jupyter Notebook.
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Data-Warehouse-Concepts-Design-and-Data-Integration
Repo for Data Warehouse Concepts, Design, and Data Integration by University of Colorado System (coursera)(Notes,Assignments, quiz and research papers)
interactive-coding-challenges
Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
datatheque.com
a data science blog
jupyter
Jupyter metapackage for installation, docs and chat