Dec 8, 2025 · 2 min read · 🔍 Why Encoding Matters Machine-learning models cannot understand text categories by default. Encoding transforms these categories into meaningful numerical values, ensuring the model correctly interprets patterns without bias or distortion. 1. Labe...
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Jul 10, 2025 · 3 min read · Background Recently, one of our critical ADF production pipelines failed unexpectedly with the following error from the Databricks notebook activity: "Could not reach driver of cluster 0619-120457-7gl1w8rb." The notebook had been working fine earli...
Join discussionJul 19, 2024 · 3 min read · Hey everyone! Today, I delved into some essential Python libraries that every DevOps engineer should know about. These tools make automating tasks and managing systems much more efficient. Here’s a friendly breakdown of what I learned: 1. os and sys...
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Jul 18, 2024 · 3 min read · Today, we're diving into the practical side of Python for DevOps engineers. Python is not just a programming language but a powerful tool in the DevOps toolkit. Let's explore two essential tasks: reading JSON and YAML files. Reading and Writing JSON ...
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Jul 18, 2024 · 2 min read · Python libraries that every Python developer should know. 1. NumPy NumPy (Numerical Python) is the foundational package for numerical computing in Python. It provides a high-performance multidimensional array object, and tools for working with these ...
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May 24, 2024 · 3 min read · Introduction As a DevOps Engineer, handling various file formats is part of your daily routine. Among the most common formats you will encounter are JSON and YAML. Python, with its extensive library ecosystem, makes it easy to parse and manipulate th...
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Apr 26, 2024 · 4 min read · I got introduced to the world of computer programming with Python (I am a staunch member of the ‘HTML is not a programming language’ camp), and after I got wowed by the basics and stuff, I went to get the award winning Head First Python book for furt...
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Apr 3, 2024 · 2 min read · Ragrank 🎯 Feel free to contribute on GitHub 💚 The story behind Ragrank: Recently, I was building an LLM application using Retrieval Augmented Generation (RAG). After pushing that into production, I received some feedback indicating that the chatbo...
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Mar 24, 2024 · 11 min read · List of Python modules for DevOps os Module This module provides a way of using operating system functionality. Basics of OS Module #Import os module import os #Get Os name os.name #Get environment variables os.environ Current Working Di...
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Feb 18, 2024 · 2 min read · As DevOps engineers, maneuvering through different file formats is part of our daily routine. Python, equipped with its powerful libraries, provides an intuitive solution. Today, let's uncover the capabilities of the json and yaml libraries. 📂🐍 Cre...
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