DagsHub Interactive Walkthrough Session with Git, DVC & MLflow - DagsHub
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 Watch More Videos: ▶️ Experiment Tracking using Git & MLflow - Hands-on Session • Experiment Tracking using Git & MLflow - H... ▶️ Version Control with DVC in a Nutshell (no code) • Version Control with DVC in a nutshell 🥜 ...
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