DagsHub Interactive Walkthrough Session with Git, DVC & MLflow - DagsHub

Описание: Get to know DagsHub interactively.

The goal of this session is to help you learn how to get started with Dagshub. We will do it interactively in a way that will enable you to gain hands-on experience.

This session has three parts, which are not dependent on each other. This way, you can choose the topic you want to cover and start from there.

1. Platform overview: explore DagsHub using the SavtaDepth project to learn about its main features.
2. DVC integration: learn what DVC is, how to use it with DagsHub, and use it to version data, and push it to DagsHub Storage.
3. Experiment Tracking: Learn about DagsHub Logger and MLflow and use them to log experiments to DagsHub

Walkthrough Materials:
MLflow Tracking - Colab Notebook - https://colab.research.google.com/dri...
MLflow Tracking Commands - https://dagshub.com/nirbarazida/DAGsH...
Git Tracking Commands - https://dagshub.com/nirbarazida/DAGsH...
DVC in a nutshell - How to use Git & DVC at a high level (NO code) -    • Version Control with DVC in a nutshell 🥜  ...  
DVC Commands - https://dagshub.com/nirbarazida/DAGsH...

We welcome you to join our community on Discord: –   / discord  

Timestamps
00:00 - Intro
02:12 - Platform Walkthrough
16:23 - Experiment Tracking at a high level
23:20 - Interactive MLflow Experiment Tracking
30:10 - Interactive DVC Tracking

🌐Check Out Our Website! https://dagshub.com

Social Links:
LinkedIn:   / dagshub  
Twitter:   / therealdagshub  

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▶️ Experiment Tracking using Git & MLflow - Hands-on Session
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▶️ Version Control with DVC in a Nutshell (no code)
   • Version Control with DVC in a nutshell 🥜  ...