Sepideh Hosseinian's Projects
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.
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 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
Time Series Forecasting for the M5 Competition
data roadmap bootcamp assignments
A Movie Recommendation Engine that uses collaborative and content based filtering to suggest movies.
continuous integration rep
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.
Projects and useful articles / links
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
PassivePy: A Tool to Automatically Identify Passive Voice in Big Text Data
Multilingual text (NLP) processing toolkit
[Book-2021] Practical MLOps O'Reilly Book
An anthology of a variety of tools for the Persian language in Python
Runs your UnitTests with py.test displaying red/green bars and errors
This repository contains a collection of notebooks and scripts that demonstrate the essential Python skills for machine learning operations (MLOps).
Python Feature Engineering Cookbook, published by Packt
The "Python Machine Learning (3rd edition)" book code repository
This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.
:postbox: python package to generate word clouds of text data, online-demo hosted in pywordcloud-flask library
A Rust based deduplication tool
All Algorithms implemented in Rust
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Code for a Duke Coursera Rust-based data engineering course
Rust Bootcamp Week 2: Rust fundamentals