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ai-reading-materials

Some of the ML and DL related reading materials, research papers that I've read

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

categorical-encoding

A library of sklearn compatible categorical variable encoders

cnn

coursera-applied-data-science-with-python

Repo for coursera specialization Applied Data Science with Python by University of Michigan

coursera-dl

Script for downloading Coursera.org videos and naming them.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-from-scratch

code for Data Science From Scratch book

datacamp

DataCamp data-science courses

datacamp-1

My solutions for projects and courses on Datacamp.com

datasciencecoursera

My Repository for Data Science Track

datasharing

The Leek group guide to data sharing

deep-learning-books

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

feature-engineering

go

The Open Source Data Science Masters

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

introduction-to-data-science-in-python--university-of-michigan---coursera

Course materials for the Coursera MOOC: Introduction to Data Science in Python from University of Michigan, Course 1 of the Applied Data Science with Python Specialization

learning-tableau-10

Code repository for Learning Tableau 10, published by Packt

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mlhelper

ML & DL helper Software

network-intrusion-detection

Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15

nlp

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-for-data-science-and-machine-learning-bootcamp

Udemy - Python for Data Science and Machine Learning Bootcamp

python-for-data-science-and-machine-learning-bootcamp---udemy

Course materials for the Python for Data Science and Machine Learning Bootcamp MOOC on Udemy

research-method

论文写作与资料分享

sklearn

Every thing you need to know about using Sklearn in Machine Learning

teaching

Teaching Materials for Dr. Waleed A. Yousef