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

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - originally created by Donne Martin and will be expanded in areas of AI/Deep Learning / Machine Vision and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until atleast 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

boston-housing-prices

MLND Project 1

cs-180-notes

My maintained notes for CS 180 Fall 2017. Feel free to use these notes at your own risk.

data-science-bowl-2018

Cell Nuclei Classification

dermatologist-ai

A bit late to win: how I outperformed the first score of the challenge on Skin Lesion Analysis Towards Melanoma Detection with a combination of multiple trained Convolutional Neural Networks.

dl_tutorial

face_swap

face swap like deep fakes.

image-classifier

Convolutional Nueral Network trained with Resnet 50 Model and Imagenet to identify canine breed

in-hospital-mortality-predictions-with-scala-on-mimic-iii

Using the MIMIC III Dataset to Create Tables, Fit a Model, and

kaggle-dsb-2016

Left Ventricular Segmentation

lasagne4bio

latent-dirichlet-allocation

LDA using Gensim

machine-learning

Content for Udacity's Machine Learning curriculum

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

mimic3py

A Python library to load and analyze the MIMIC III Critical Care Database

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

python_tutorials

Python tutorials in both Jupyter Notebook and youtube format.

smartcab

Train a smartcab to navigate a simulated world and reach a destination using Q learning

twilio-gpt-sms

Twilio GPT SMS Chat Bot

ud120-projects

Starter project code for students taking Udacity ud120

vision

Datasets, Transforms and Models specific to Computer Vision

youtube-video-face-swap

The aim of this project ist to perform a face swap on a youtube video almost automatically.