Nilesh's repositories
MITx-Foundations-of-Computer-Science
The Foundations of Computer Science XSeries, offered by the M.I.T. Department of Electrical Engineering and Computer Science, is a sequence of courses that introduce key concepts of computer science and computational thinking. Students apply these concepts and build their engineering skills by completing software and hardware design problems. Additionally, students test their understanding by taking a series of exams.
datascience-environment
Docker Environment for data science
human-activity-recognition-smartphone-sensors
Mini-project based on activity detection dataset at UCIML. Checkout branches for latest push.
transportation-flow-network
Analyzing transportation graph from NYC data
Intro-To-ggplot2
A basic introduction to `ggplot2` package in R created by Hadley Wickham
Airquality-Prediction
Data Mining project
galaxy-classification-using-deep-learning
Experiments in galaxy classification using CNNs on data frovided by Kaggle
machine-learning-implementations
Simplified implementations of some standard machine learning algorithms.
astr597b_wi16
Class Materials for Big Data in Astronomy - Introduction to Large Surveys
digit-classification-fully-connected-neural-nets
Pure Numpy implementation of Fully Connected Neural Networks with gradient descent for weight optimisation
computational-thinking
Math from computation, math with computation
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
docker-stacks
Ready-to-run Docker images containing Jupyter applications
goodreads-data
Playing with goodreads data from Kaggle.
LSSTC-DSFP-Sessions
Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program
MathsDL-spring18
Topics course Mathematics of Deep Learning, NYU, Spring 18
SentimentAnalysisUsingR
Sentiment analysis mini-project while working on a larger social network prediction modelling project.
SparkCourses
Repository for SPARK notebooks, datasets & lectures from MOOCs & other resources
stanford-tensorflow-tutorials
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io