mlops-interview-questions

A collection of MLOps interview questions and answers for data scientists and engineers. Learn how to apply MLOps principles and practices to automate and streamline machine learning workflows.

mlops-papers

This repository contains a collection of papers related to Machine Learning Operations (MLOps), which is the practice of applying DevOps principles and techniques to machine learning projects.The papers are organized into different categories, such as MLOps Overview, MLOps Frameworks, MLOps Techniques, and MLOps Applications.

mlops-roadmap-2023

MLOps-Roadmap-2023 is a repository that provides a comprehensive and up-to-date guide for anyone who wants to learn and master machine learning operations (MLOps).

mlops-template

mlops-template

mofc-demand-forecast

Time Series Forecasting for the M5 Competition

monogram3

data roadmap bootcamp assignments

movie_recommendation

A Movie Recommendation Engine that uses collaborative and content based filtering to suggest movies.

myrepo

continuous integration rep

nlp-from-zero

This repository contains my learning journey with natural language processing (NLP), a branch of artificial intelligence that deals with understanding and generating natural language. NLP is used for many applications, such as text analysis, sentiment analysis, machine translation, chatbots, and more.

nlp-natural-language-processing

Projects and useful articles / links

octis

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

passivepy

PassivePy: A Tool to Automatically Identify Passive Voice in Big Text Data

perfect-mlops-project-structure-cookiecutter

polyglot

Multilingual text (NLP) processing toolkit

practical-mlops-book

[Book-2021] Practical MLOps O'Reilly Book

prediction-of-stock-prices---dash-app

py-persian-tools

An anthology of a variety of tools for the Persian language in Python

pytest.vim

Runs your UnitTests with py.test displaying red/green bars and errors

python-and-pandas-for-data-engineering

python-essentials-for-mlops

This repository contains a collection of notebooks and scripts that demonstrate the essential Python skills for machine learning operations (MLOps).

python-feature-engineering-cookbook

Python Feature Engineering Cookbook, published by Packt

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python-mlops-cookbook

This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.

pywordcloud

:postbox: python package to generate word clouds of text data, online-demo hosted in pywordcloud-flask library

rdedupe

A Rust based deduplication tool

rust

All Algorithms implemented in Rust

rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

rust-data-engineering

Code for a Duke Coursera Rust-based data engineering course

rust-fundamentals

Rust Bootcamp Week 2: Rust fundamentals

rust-gpu-hugging-face-translator