saneshashank

pandas-cookbook

Recipes for using Python's pandas library

Data-Science-Essentials

Course files for the Microsoft data Science Essentials Course

sentiment-analysis

requests-for-research

A living collection of deep learning problems

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

public-apis

A collective list of public JSON APIs for use in web development.

The_Math_of_Intelligence

Code for each week's short video of Siraj Raval Course "Math of Intelligence"

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

7_Research_Directions_Deep_Learning

This is the code for "The Future of Deep Learning Research" by Siraj Raval on Youtube

HRAnalytics

This project explores the question - Why are our best and most experienced employees leaving prematurely?. The analysis is done on Human Resource Analytics Data set provided in kaggle: https://www.kaggle.com/ludobenistant/hr-analytics.

Classifying_Data_Using_a_Support_Vector_Machine

This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube

parallel-tutorial

Parallel computing in Python tutorial materials

R-references

A curated list of R resources by topic.

r4ds

R for data science

KnightsPath

This is algorithm to find knights path from source to destination chessboard position

NextWordPredictor

Develop next word prediction model based on Swiftkey Corpora and deploy as Shiny App. Prediction model is built using n gram language model and KBO algorithm.

PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

shiny-examples

Intro_to_the_Math_of_intelligence

This is the code for "Intro - The Math of Intelligence" by Siraj Raval on Youtube

WhirlwindTourOfPython

The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"

SMS-Spam-Filter

This is an implementation SMS message spam filter based on Naive Bayes classifier.

AnatomyOfMatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

PredictTheRoadSign

This project predicts the road sign facing sensor taking measurements.

awesome-R

A curated list of awesome R packages, frameworks and software.

logistic_regression_newtons_method

This is the code for "Logistic Regression - The Math of Intelligence (Week 2)" By SIraj Raval on Youtube

CLTSimulation

This is a Shiny Application to serve as an educational tool to visualize Central Limit Theorem for Binomial and Exponential Distribution.

BSE100-Visualization-with-Plotly

This project visualizes Bombay Stock Exchange market variation from year 2001 to year 2017 using the S&P BSE 100 index data.

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform