10 - Hyperdatasets Data Versioning

10 - Hyperdatasets Data Versioning

Sep 7, 2022

This video introduces Hyperdatasets. Hyperdatasets is a data management system that’s designed for unstructured data like text, audio or visual data. It is part of the ClearML paid offering, which means it brings along quite a bit of upgrades over the open source clearml-data.

💻 Get a server:

Get started by using our free tier servers: https://app.clear.ml
OR by hosting you own: https://github.com/allegroai/clearml-server

📄 Documentation on Fundamentals:

Get Started: https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps
Pip Package / ClearML SDK: https://clear.ml/docs/latest/docs/clearml_sdk
ClearML Data: https://clear.ml/docs/latest/docs/clearml_data/clearml_data
ClearML Agent: https://clear.ml/docs/latest/docs/clearml_agent
Supported libraries for automagical integration: https://clear.ml/docs/latest/docs/integrations/libraries

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LinkedIn: https://www.linkedin.com/company/clearml

Music from Youtube Audio Library: https://www.youtube.com/watch


0:00 Intro

0:14 Pipelines from ClearML Tasks

0:48 Example Tasks Code

1:50 Writing the Controller

4:15 Pipeline UI

4:35 Cloning a pipeline!

4:57 Outro

5:12 Jazz