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aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

asl-ml-immersion-google

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

causalml

Uplift modeling and causal inference with machine learning algorithms

computer-vision-face-recognition-quick-starter-in-python

Computer Vision: Face Recognition Quick Starter in Python [Video], published by Packt

data-engineer-roadmap

Roadmap to becoming a data engineer in 2020

deep-learning-illustrated

Deep Learning Illustrated (2019)

deeplearningforcomputervision

Code bundle accompanying the book

distinctkeywords

semantically distinct key phrase extraction using hilbert hashes.

dl_coursera

dltfpt

Deep Learning with TensorFlow, Keras, and PyTorch

dp100

Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure

example-voting-app-kubernetes

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

git-dev

hands-on-explainable-ai-xai-with-python

Explainable AI with Python, published by Packt

imageclassification

Identify cluttered images and classify only good images using Keras, TF and Object Detection API

introduction-to-nlp

Lectures for Udemy - INLP

keras-gan

Keras implementations of Generative Adversarial Networks.

kubernetes-training-answers

Answer key for my Kubernetes for Beginners Course on Udemy

machine_learning_examples

A collection of machine learning examples and tutorials.

mlops-basics

mmocr

OpenMMLab Text Detection, Recognition and Understanding Toolbox

nn-svg

Publication-ready NN-architecture schematics.

pgpbdml-capstone-group8

Capstone project on Restaurant recommendation and improvement on Yelp data for PGP-BDML for Great Lakes Institute of Management, Chennai

pigeon

🐦 Quickly annotate data from the comfort of your Jupyter notebook

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-webinar

Machine Learning with PyTorch tutorials (for Pearson)

shapash

🔅 Shapash makes Machine Learning models transparent and understandable by everyone

ud_computervision_facial_keypoint_detection

Apply knowledge of image processing and deep learning to create a CNN for facial keypoint (eye, mouth, nose, etc) detection

udemy_azure-machine-learning-using-cognitive-services

Hands-on Azure Cognitive services