📢 Welcome back to AICouncil! 🚀 In the fourth video of our MLOps tutorial series, we further explore Git branching and demonstrate how to manage different versions of your files efficiently. Learn how to create branches, switch between them, and track different file versions seamlessly.
🔍 What's Inside This Video:
Deep Dive into Git Branching:
Understanding the role of branches in version control.
How branches facilitate isolated development and experimentation.
Creating and Managing Branches:
Step-by-step guide to creating a new branch called dev.
Demonstrating how HEAD is connected to the main branch initially.
Switching to the dev branch and understanding the branch pointers.
Updating Python Files:
Making updates to your Python file in the main branch (version 2).
Switching to the dev branch and showcasing the updated version of the file (version 3).
Hands-on Demo:
Live demonstration of creating, switching, and managing branches.
Showing how file versions differ between the main and dev branches.
Adding files to the staging area and committing changes with clear messages.
Git Best Practices:
Using branches for different development tasks and maintaining version control.
Keeping track of changes and understanding the impact of switching branches.
Efficiently managing multiple versions of files across branches.
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#MLOps #GitBranching #VersionControl #GitTutorial #LocalRepository #Python #DataScience #MachineLearning #GitCommands #BranchManagement #AI #AICouncil #TechTutorial #DevOps #MLflow #Coding #Programming #DataEngineering #Automation #Agility #Collaboration
30 сен 2024
