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industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

kubeflow-examples

Examples for Kubeflow and Kubeflow pipelines

learn-data-science-for-free

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.

machine-learning-course

:speech_balloon: Machine Learning Course with Python

machine-learning-experiments

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-samples

Sample applications built using AWS' Amazon Machine Learning.

ml-bookmarks

A concise resource repository of machine learning

ml-design-docs

📄 Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ml-testing

🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects

ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

mlops-course

Learn how to design, develop, deploy and iterate on production-grade ML applications.

mlops-on-gcp

mlops-platforms

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

mlops-python-package

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

mne-python

MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

music21

music21 is a Toolkit for Computational Musicology

nlp

Free hands-on course with the implementation (in Python) and description of several Natural Language Processing (NLP) algorithms and techniques.

nlp-recipes

Natural Language Processing Best Practices & Examples

nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning NLP

numpy

The fundamental package for scientific computing with Python.

numpy-ml

Machine learning, in numpy

og-equity-compensation

Stock options, RSUs, taxes — read the latest edition: www.holloway.com/ec

open_projects

A repository for sharing code and my various projects

pandas-sets

Set-oriented Operations in Pandas