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extreme_gradient_boosting_methods

fairness

Repo for GIAN fairness course

fraud_detection_challenge

genie

grants

hands-on-recommendation-systems-with-python

Hands-On Recommendation Systems with Python published by Packt

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

house-prices-advanced-regression-techniques

housing-prices-prediction

Prediction of Housing Prices

implementing_svm_from_scratch

information_retrieval

information_visualization

integral_calculus

interpretable_artificial_intelligence

interpretable_machine_learning_with_python

Practical techniques for interpreting machine learning models.

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

introduction-to-databases

introduction-to-econometrics

introduction-to-probability-and-statistics

This repository contains materials based on simulation of probability and statistics foundation course. For more advanced material, see the course of Advanced Statistical Inference

introduction_to_big_data_processing

Managing Big Data in R

islr

Student Solutions to An Introduction to Statistical Learning with Applications in R

jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

k-means-clustering

K Means Clustering

knn-classification

R implementation of Knn classification

labs

Rmd source files for the HarvardX series PH525x

linear-algebra

linear-models

linear_algebra_and_multivariate_calculus

linear_and_generalized_linear_models

This repository has scripts that are part of the programming assignments of the course Linear and Generalized Linear Models taught at FME, UPC Barcelonatech.

logistic_regression_from_scratch

Logistic Regression from Scratch in Python