Feraz Kian's repositories
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.
fastai
The fast.ai deep learning library, lessons, and tutorials
ml-andrewng
Materials from Andrew Ng's course @ Coursera : Machine Learning
scikit-learn
scikit-learn: machine learning in Python
models
Models and examples built with TensorFlow
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
datascienceprojects
Sample data science projects (machine learning, optimization, business intelligence)
Marketing-Data-Science
Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and machine learning models (logistic regression, support vector machines, and quadratic discriminant analysis).
MATLAB-for-Machine-Learning
MATLAB for Machine Learning, published by Packt
datasets-for-good
List of datasets to apply stats/machine learning/technology to the world of social good.
tractor_case
Predicted tractor sales prices at auctions using multiple datasets. Applied linear regression, imputing missing data with k-Nearest Neighbors (kNN), and evaluated results using root mean squared logarithmic error (RMSLE score).
web3
The project for an airline website to provide booking and managing flights, loyalty programs etc.