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advanced-machine-learning

Machine Learning classifiers and examples from the graduate class at Stony Brook with Prof. Leman Akoglu. Adaboost, EM, HMM, KNN, Naive Bayes vs. Logistic Regression.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

blogscripts

Repository for code used in my blog posts

coding-interview-university

A complete computer science study plan to become a software engineer.

competitive-data-science

Materials for "How to Win a Data Science Competition: Learn from Top Kagglers" course

concrete_nlp_tutorial

An NLP workshop about concrete solutions to real problems

coursera-advanced-machine-learning-specialization

Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

coursera-data-structures-algorithms

Coursera: Data Structures and Algorithms Specialization

coursera-specializations

Solutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody

coursera-stanford-ml-python

Coursera/Stanford Machine Learning course assignments in python

data

data-1

Data and code behind the stories and interactives at FiveThirtyEight

data-analysis

Data Analysis Using Python

datahacksummit_2017

Apache Zeppelin notebooks for Recommendation Engines using Deep Learning toolkits and Machine Learning on Apache Spark

datasciencecoursera

First Assignment for Coursera

datasharing

The Leek group guide to data sharing

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-specialization-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning.ai

Maybe the most detailed records and programming task of Andrew Ng's course on Coursera

dplyr-style-data-manipulation-in-python

dplyr-style Data Manipulation with Pipes in Python

ds-ga-1011-fall2017

DS-GA-1011 Natural Language Processing with Representation Learning

euro2016predictor

Soccer Matches Predictor using Machine Learning

hadoop-book

Example source code accompanying O'Reilly's "Hadoop: The Definitive Guide" by Tom White

home

interviews

Everything you need to know to get the job.

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-1

:earth_americas: machine learning algorithms tutorials (mainly in Python3)

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

machine-learning-resources

Work in ML & AI: exercises from books, Kaggle, papers, etc...