A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book

Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman

Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

Jupyter notebooks with examples of statistical methods and analyses using R.

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

Collection of Jupyter Notebooks I created for a lecture on Machine Learning

R and Python notebooks code for 'An Introduction to Statistical Learning with Applications in R'

A collection of R Markdown Notebooks going through the chapters of the Introduction to Statistical Learning with Applications in R by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani, specifically the 7th edition.

Lecture notes and notebooks for statistical data analysis and machine learning in Earth science

📈 Machine Learning related notebooks.

Statistical Models Application to Bitcoin Daily Movement with Python via Jupyter notebook.

Notebooks de introducción al Aprendizaje Estadístico/Machine Learning.

Jupyter Notebooks for implementations of Math and Machine Learning algorithms

UniTN Deep Learning and Statistical Learning Notes and Notebooks 2021-22.

Contains my revision notes and practice notebooks coded while learning machine learning.

Slides and notebooks for the Deep Learning lecture at CIMAT-Ags (spanish)

Aplicación de modelos estadísticos al movimiento diario del Bitcoin con Python via Jupyter notebook.

This repository contains comprehensive solutions and analyses for four key homework assignments in the realm of Statistical and Machine Learning. The repository is structured to include both the original PDFs of the homework assignments and Jupyter notebooks that provide detailed code solutions.