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 5 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
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆33Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 2 weeks ago
- ☆26Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆113Updated last year
- Reference code base for ML Engineering, Manning Publications☆125Updated 3 years ago
- ☆30Updated last year
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆55Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆47Updated 3 years ago
- Example repo to kickstart integration with mlflow recipes.☆40Updated last month
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆59Updated 4 months ago
- ☆17Updated last month
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 9 months ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆80Updated 2 years ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆53Updated last week
- MLOps maturity assessment☆60Updated last year
- ☆12Updated last year
- Minimalistic text search engine that uses sklearn and pandas☆19Updated 2 months ago
- ML Zoomcamp fall 2021 homework and stuff☆62Updated 2 years ago
- Slides for "Feature engineering for time series forecasting" talk☆58Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Code for the book Analytical Skills for AI and Data Science☆48Updated 4 years ago
- Examples of using Evidently to evaluate, test and monitor ML models.☆18Updated last month
- ☆31Updated last year
- An example MLFlow project☆49Updated 2 weeks ago
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Club☆21Updated 2 years ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- Demo for CI/CD in a machine learning project☆96Updated last year