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artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

codes-youtube-videos

cortex

Deploy machine learning models in production

datasciencecoursera

datasciencepython

common data analysis and machine learning tasks using python

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

datasharing

The Leek group guide to data sharing

deeplearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

deeplearning

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deepwater

Deep Learning in H2O using Native GPU Backends

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

ebook

exl_eq

Provide compelling shopping experience to consumers in a shopping center using data analytics

fusion-ukf

An unscented Kalman Filter implementation in C++ for fusing lidar and radar sensor measurements.

greedyfeatureselection

greedy feature selection based on ROC AUC

machine-learning-open-source

Monthly Series - Machine Learning Top 10 Open Source Projects

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

practice_assignment

Practice assignment for the R programming class on Coursera

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pytorch-tutorials

A collection of basic tutorials in Pytorch

quant-quest-3

Quant Quest 3

recommendersystems_pydata_2016

robotics-coursework

A curated collection of places where you can learn robotics, algorithms, and useful tools for aspiring robotics software engineers.

scikit-learn

scikit-learn: machine learning in Python