Name: Leena Murgai
Type: User
Company: mitigatingbias.ml
Bio: Mathematician > Derivatives Quant > Data Scientist > Machine Learning Researcher > Author. Interested in people, data and modelling. Python stack fan.
Twitter: leenamurgai
Location: San Francisco Bay Area, CA
Blog: https://leenamurgai.co.uk/
Leena Murgai's Projects
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.
CS253 Web Application Engineering Udacity Course (Steve Huffman)
A practical, explainable and effective method for reducing bias in machine learning algorithms.
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
Introduction to Functional Programming EdX course (Erik Meijer)
GloVe model for distributed word representation
Mitigating Bias in Machine Learning: Online book repository
Stanford's 2011 Machine Learning Class (Andrew Ng)
Machine Learning Udacity Nanodegree program
Resources for "Natural Language Processing" Coursera course.
Universal markup converter
First three chapters of Mitigating Bias in Machine Learning (MBML)
Python, machine learning and all that
Functional Programming Principles in Scala Coursera Course (Martin Odersky)
VIP cheatsheets for Stanford's CS 229 Machine Learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
UD170 Introduction to Data Analysis Udacity Course (Caroline Buckey)
UD188 Intro to Deep Learning with PyTorch Udacity Course
UD513 Data Structures and Algorithms in Python Udacity Course (Brynn Claypoole)
UD730 Deep Learning Udacity Course (Vincent Vanhoucke)
UD775 How to Use Git and GitHub Udacity Course (Caroline Buckey and Sarah Spikes)
Compile markdown into an html and pdf book based on pandoc.