Feb 10 · 2 min read · MLflow is needed to bring structure, reproducibility, and traceability to the machine learning lifecycle. As models evolve through experiments, hyperparameter tuning, and retraining, MLflow provides a centralized way to track experiments, metrics, ar...
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Jan 17 · 12 min read · 1. What is Git? (The "Personal Videographer") If you asked a developer "What is Git?", they would say: "It’s a version control system that tracks changes in source code." If you asked me (after my Kathak trauma), I would say: Git is a super-fast, obs...
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Jan 16 · 10 min read · Welcome Back! I guess after knowing the story of Tushar and Rahul from our last post, you understood exactly why Linus Torvalds felt the need to build Git. You know the pain of losing code, overwriting files, and the chaos of collaboration without a ...
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Jan 14 · 5 min read · El setup típico que veo: bash ml-project/ ├── .git/ ├── src/ │ └── train.py ├── data/ │ └── training.csv # 5GB, in Git └── models/ └── model.pkl # 2GB, in Git Primera pregunta: ¿Cómo está esto en Git? Respuesta común: bash # .gitignore ...
Join discussionOct 11, 2025 · 7 min read · 🧠 Introduction In modern MLOps pipelines, reproducibility and versioning are essential.We can version our code with Git, but what about data, models, and experiments? That’s where DVC (Data Version Control) comes in. DVC extends Git’s capabilities t...
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Aug 13, 2025 · 37 min read · 📚 Getting Started with Git and GitHub Step 1: Create a GitHub Account Go to GitHub, sign up, and create your profile. GitHub is a cloud-based platform where you can store and manage Git repositories. Setting Up Git on AWS /Azure Linux VMs Create two...
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Dec 8, 2024 · 4 min read · Understanding Version Control Systems, Their Importance, and How They Empower Collaboration and Productivity. Managing changes in projects is very important, especially in today’s fast-moving software world. Version Control Systems ( VCS ) help teams...
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Oct 18, 2024 · 5 min read · In today’s fast-paced DevOps environment, mastering version control is crucial for seamless collaboration, automation, and continuous integration. At the heart of version control lies Git, an open-source system that revolutionized how teams manage an...
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Sep 8, 2024 · 10 min read · Introduction Tired of hearing about Git but have no clue what it is? Frustrated by tutorials throwing weird commands at you without explanation? https://media.giphy.com/media/W8zSq0vELdBhMAJdG3/giphy.gif?cid=790b7611axe5tek0kvoihdw0njra61mem2r84ivf2e...
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Jul 23, 2024 · 3 min read · Centralized Versioned Control System In centralized source control system there is a main server where all versions of the code are stored. To start working on a project users first bring code from this central server to their local machines. This pr...
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