mhw32 / data-centric-deep-learning
Public repository for the "Data-Centric Deep Learning" course taught by Mike Wu and Andrew Maas. Available at https://corise.com/course/data-centric-deep-learning.
☆30Updated 6 months ago
Alternatives and similar repositories for data-centric-deep-learning:
Users that are interested in data-centric-deep-learning are comparing it to the libraries listed below
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last month
- Demo for CI/CD in a machine learning project☆97Updated last year
- Code samples for the Effective Data Science Infrastructure book☆113Updated last year
- A Python Environment Template for VScode with UV☆56Updated 2 weeks ago
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆33Updated last year
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Club☆21Updated 2 years ago
- ☆27Updated 2 years ago
- Reference code base for ML Engineering, Manning Publications☆126Updated 3 years ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆131Updated last year
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Learn how to create reliable ML systems by testing code, data and models.☆86Updated 2 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆60Updated 5 months ago
- Example code and notebooks related to mlflow, llmops, etc.☆41Updated 7 months ago
- ML Zoomcamp fall 2021 homework and stuff☆63Updated 3 years ago
- Slides for "Feature engineering for time series forecasting" talk☆58Updated 2 years ago
- ☆30Updated 2 years ago
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- A repository that showcases how you can use ZenML with Git☆69Updated 6 months ago
- The getting started notebook for the DTC Zoomcamp Q&A challenge☆29Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 10 months ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- It's all in the name☆76Updated last year
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆101Updated last year
- An example MLFlow project☆48Updated last month
- Example repo to kickstart integration with mlflow recipes.☆40Updated this week
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- ☆23Updated last week