limbu2

Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

high-school-guide-to-machine-learning

Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

PRML

PRML algorithms implemented in Python

remaster-the-tidyverse

This is a planning repository where I develop Tidyverse-related workshops.

tidyverse-workshop-20191104

Materials for Tidyverse workshop

zmPDSwR

Example R scripts and data for "Practical Data Science with R" 1st edition by Nina Zumel and John Mount (Manning Publications)

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

code_snippets

Cookbook

The Data Engineering Cookbook

data-science-from-scratch

code for Data Science From Scratch book

datasets

A collection of datasets of ML problem solving

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

designing.ggplots

Install Workshop Materials for Designing ggplots

gitignore

A collection of useful .gitignore templates

iml

iml: interpretable machine learning R package

Interactive_Tools

Interactive Tools: Machine Learning, Deep Learning, Math, and related fields

interpretable-ml-book

Book about interpretable machine learning

introduction-to-python-for-computational-science-and-engineering

Book: Introduction to Python for Computational Science and Engineering

machine_learning_examples

A collection of machine learning examples and tutorials.

machine_learning_for_good

Machine learning fundamentals lesson in interactive notebooks

mlcourse

Machine learning course materials.

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

pkg-dev-tutorial

Package Development tutorial for useR! 2019 Toulouse

simulation-helper-functions

A review of functions to get started simulating data in R

sql-server-samples

Official Microsoft GitHub Repository containing code samples for SQL Server

telegram.bot

Develop a Telegram Bot with R

xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow