serverless-ml-course
ml-serverless-course
serverless-ml-course | ml-serverless-course | |
---|---|---|
5 | 2 | |
485 | 1 | |
13.8% | - | |
2.8 | 10.0 | |
about 2 months ago | over 1 year ago | |
Jupyter Notebook | ||
Creative Commons Zero v1.0 Universal | Apache License 2.0 |
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serverless-ml-course
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Serverless Video Transcription inspired by Cyberpunk 2077
https://github.com/featurestoreorg/serverless-ml-course
Some of the students have built similar systems, for example chaining Whisper and ChatGPT or translation or sentiment analysis of transcribed text, such as here (transcribe Swedish and tell me the sentiment of the text):
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Best options for hosting datasets? (Currently using GitHub)
On hopsworks.ai you get 10GB of free storage in their serverless feature store. You can find out more about it in this serverless-ml course: https://github.com/featurestoreorg/serverless-ml-course
- Don't build ML infra, build ML services in mins w Serverless ML – a course
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GitHub Action Transcription
There is a severless machine learning course that includes GH actions to implement serverless feature pipelines and serverless batch inference pipelines.
https://github.com/featurestoreorg/serverless-ml-course
Disclaimer: I am involved in it.
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A free online course for serverless ML.
Github: https://github.com/featurestoreorg/serverless-ml-course
ml-serverless-course
What are some alternatives?
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
aqueduct - Aqueduct is no longer being maintained. Aqueduct allows you to run LLM and ML workloads on any cloud infrastructure.
action-transcription-demo - A tool for creating a repository of transcribed videos
Taipy - Turns Data and AI algorithms into production-ready web applications in no time.
hopsworks - Hopsworks - Data-Intensive AI platform with a Feature Store
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
action-transcription - A tool for creating a repository of transcribed videos
machine_learning_complete - A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
llm-course - Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
cbp-translate
excalidraw - Virtual whiteboard for sketching hand-drawn like diagrams
sagemaker-feature-store-real-time-recommendations - Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.