MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
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Updated
Oct 5, 2022 - Jupyter Notebook
MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
Coursera Machine Learning Engineering for Production Specialization Course
This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
Some collected and improved Jupyter Notebook Templates for MLOps, mainly for Kubeflow pipelines on GCP Vertex AI platform and Tensorflow Extended pipelines.
End to End Machine Learning Pipelines using Tensorflow Extended.
A production ready ML pipeline on Google Cloud Platform using Tensorflow Extended (TFX), Apache Beam, Kubeflow & BigQuery.
🌀 #12. "Machine Learning Operations (MLOps) - Airline Passenger Satisfaction Prediction"
This machine learning tool mainly focus on using `Tensorflow Extended` library to train machine learning model using data from various data storage.
MLOps End-to-End pipeline using TFX
Machine Learning Operations - Disaster Tweets Classification
👣 LazyCardio: Cardio Health Predictions with TensorFlow Extended
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