ksalama / tfx-workshop
Machine Learning with TensorFlow Extended (TFX) Pipelines
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for tfx-workshop
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆39Updated last year
- ☆20Updated 10 months ago
- Slides and notebook for the workshop on serving bert models in production☆24Updated 2 years ago
- Project demonstrating dual model deployment scenarios using Vertex AI (GCP).☆35Updated 2 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- ☆14Updated last year
- Examples of using Evidently to evaluate, test and monitor ML models.☆18Updated this week
- ☆17Updated 2 years ago
- This repository contains all code examples for my TensorFlow World talk about "Advanced model deployments with TensorFlow Serving"☆17Updated last year
- 🦖 Streamlined Recommender Systems with TensorFlow and KubeFlow☆18Updated last year
- Codes, scripts, and notebooks on various aspects of transformer models.☆27Updated last year
- Build fast gradio demos of fastai learners☆35Updated 3 years ago
- ☆18Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆76Updated 2 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆14Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆54Updated 2 years ago
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- End to End MLOps☆10Updated 3 years ago
- Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib☆19Updated 3 years ago
- Writing Primer for Data Scientists☆18Updated 4 years ago
- This workshop was done as a part of the 1729 conference organized by Fractal Analytics and Analytics Vidhya. Key content covered was hand…☆21Updated 2 years ago
- [WIP] Behold, semantic-search, built over sentence-transformers to make it easy for search engineers to evaluate, optimise and deploy mod…☆15Updated last year
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations☆14Updated 2 years ago
- Contains Colab Notebooks show cool use-cases of different GCP ML APIs.☆10Updated 4 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆64Updated 9 months ago
- Collection of python scripts to demonstrate asynchronous programming in python☆11Updated 2 years ago
- ☆21Updated last year
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago