serverless-ml-course
action-transcription
| serverless-ml-course | action-transcription | |
|---|---|---|
| 5 | 2 | |
| 485 | 175 | |
| 13.8% | - | |
| 2.8 | 10.0 | |
| about 2 months ago | over 1 year ago | |
| Jupyter Notebook | Python | |
| 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
action-transcription
- transcription- there are tons of tools to make all the typing work more efficient
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GitHub Action Transcription
This is the wrong link - this is just to a demo of the system.
https://simonwillison.net/2022/Sep/30/action-transcription/ is my full write-up of the project
https://github.com/simonw/action-transcription is the project repository.
What are some alternatives?
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
action-transcription-demo - A tool for creating a repository of transcribed videos
hopsworks - Hopsworks - Data-Intensive AI platform with a Feature Store
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
ml-serverless-course - Learn to build serverless ML systems with only Python as a prerequisite
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.
featureform - The Virtual Feature Store. Turn your existing data infrastructure into a feature store.