GoogleCloudPlatform/asl-ml-immersion
This repos contains notebooks for the Advanced Solutions Lab: ML Immersion
Covers diverse model architectures (DNNs, CNNs, RNNs, transformers, SNGP) across multiple data modalities implemented in TensorFlow and Keras, with hands-on labs and solutions organized by topic. Integrates with Vertex AI for end-to-end ML operationalization, including model training, hyperparameter tuning, serving, and production pipelines via TFX and Kubeflow. Designed to run on Vertex AI Workbench with optional GPU/TPU acceleration and includes setup automation for Google Cloud environments.
2,505 stars.
Stars
2,505
Forks
1,469
Language
Jupyter Notebook
License
Apache-2.0
Category
Last pushed
Mar 11, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/GoogleCloudPlatform/asl-ml-immersion"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
marimo-team/marimo
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a...
Tanu-N-Prabhu/Python
This repository helps you learn Python and Machine Learning from scratch.
Snowflake-Labs/snowflake-demo-notebooks
Collection of Snowflake Notebook demos, tutorials, and examples
Diyago/ML-DL-scripts
The repository provides usefull python scripts for ML and data analysis
devAmoghS/Machine-Learning-with-Python
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps...