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awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

awesome-machine-learning

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

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. New PR ☛☛☛

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

courses

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

cufflinks

Productivity Tools for Plotly + Pandas

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-question-answer

A repo for data science related questions and answers

dataforgood

datasciencectacontent

repository for Community Mentor content related to the Johns Hopkins University Data Science Specialization on Coursera

datascienceresources

Open Source Data Science Resources.

datasharing

The Leek group guide to data sharing

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai_audio

🔊️ Audio with Fastai

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

flask_api

Creating a Machine Learning API using Flask - Repository for AV Article

free-data-science-books

Free resources for learning data science

github-cheat-sheet

A list of cool features of Git and GitHub.

learndatascience

Open Content for self-directed learning in data science

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

nn4nlp-code

Code Samples from Neural Networks for NLP

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

oreilly_sql_fundamentals_for_data

Resources for O'Reilly "SQL Fundamentals for Data" online training

practicalai

📚 A practical approach to machine learning.

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera