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🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

TypeScript 440 68 Updated Nov 3, 2021

End to End example integrating MLFlow and Seldon Core

Python 51 24 Updated Oct 27, 2020

(project & tutorial) dag pipeline tests + ci/cd setup

Python 86 10 Updated Feb 11, 2021

Deep Learning Udacity Nanodegree - SageMaker Deployment of a Sentiment Analysis model

HTML 11 8 Updated Apr 14, 2019

An opinionated list of awesome Python frameworks, libraries, software and resources.

Python 234,617 25,316 Updated Aug 11, 2024

My Solutions to "A Collection of Data Science Take-Home Challenges" by Giulio Palombo.

78 30 Updated Oct 17, 2019

The Ultimate Product Data Science & Analytics Resource

63 21 Updated Jan 23, 2022

🗿 Pharma and healthcare competitive intelligence through product website FDA OPDP update frequency.

Python 21 40 Updated Oct 16, 2020

Analytics and data science business case studies to identify opportunities and inform decisions about products and features. Topics include Markov chains, A/B testing, customer segmentation, and ma…

Jupyter Notebook 283 110 Updated Oct 31, 2024

Business problems solved using statistical and ML solutions

Jupyter Notebook 5 8 Updated Jan 17, 2021

[Deprecated] A framework to create powerful and flexible data products combining automation, analytics, and AI using Notebook templates.

Jupyter Notebook 16 2 Updated Dec 6, 2024

Free MLOps course from DataTalks.Club

Jupyter Notebook 11,487 2,213 Updated Feb 3, 2025

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.

Python 230 61 Updated Feb 18, 2024

Notes from books and other interesting things that I've read. Table of contents at the end 👇

3,982 763 Updated Mar 16, 2023

Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.

Jupyter Notebook 28,984 6,150 Updated Feb 20, 2025

Learn ML engineering for free in 4 months!

Jupyter Notebook 9,940 2,347 Updated Feb 14, 2025

Building a fake news detector from initial ideation to model deployment

Jupyter Notebook 147 59 Updated Feb 17, 2025

Personal portfolio page

CSS 80 67 Updated Oct 5, 2022

Beginner data engineering project - batch edition

HTML 500 151 Updated Jan 22, 2025

WiMLDS Berlin Data Science Lab

Jupyter Notebook 17 1 Updated Mar 12, 2021

Workshop materials for "Unit Testing for Data Science" organized by Berlin Women in Machine Learning & Data Science

Jupyter Notebook 8 3 Updated Dec 8, 2022

A starter kit for new chapters of WiMLDS

42 12 Updated Nov 19, 2024

Data science interview questions and answers

HTML 9,176 2,021 Updated Feb 19, 2025
Jupyter Notebook 18 4 Updated Oct 21, 2021

Learning paths for data roles

128 21 Updated Jan 20, 2021

Guide for getting a gig as a tech student.

7,418 695 Updated Jan 13, 2025

Repository for Project Insight: NLP as a Service

Python 303 46 Updated Feb 14, 2023

Roadmap to becoming a data engineer in 2021

12,486 1,332 Updated Jan 25, 2022
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