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Handling Pipelines in Data Science with Jenkins

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Handling Pipelines in Data Science with Jenkins  Using Jenkins for Data Science Pipelines Jenkins is a popular open-source automation server that supports  Continuous Integration and Continuous Deployment (CI/CD) . It is highly customizable and can automate various stages of a data science pipeline, including data extraction, transformation, model training, and deployment. Create a Git repository ✔ Store: Dataset Python scripts ML models Jenkinsfile Common Pipeline Stages: Data Extraction Data Cleaning & Transformation Feature Engineering Model Training Model Evaluation Model Deployment Sample Jenkins Pipeline Flow Code Commit → Jenkins Trigger → Data Processing → Model Training → Evaluation → Deployment → Monitoring In this guide, we will explore the  step-by-step pipeline of data science using Jenkins , understand how each stage works, and see how Jenkins simplifies the end-to-end machine learning workflow. Steps to Set Up a Data Sc...

How to Use Structs in C : complete guide

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  How to Use Structs in C: Get and Print Structure Variable Values Structs are a powerful feature in C programming that allow you to group variables of different data types under a single name. This makes handling related data more efficient and organized. In this tutorial, we will learn how to create a structure, input its values, and display them with a practical example. This tutorial is beginner-friendly and uses easy-to-understand concepts. What is a Struct in C? A struct (short for structure) is a user-defined data type that groups related variables under one name. These variables, known as members, can have different data types. Structs are widely used in C for organizing complex data and simplifying operations. Key Features of Structs: Enables grouping of variables with different types. Uses a single memory block for all members. Allows easy access to members via the struct's name or pointers. Example: Program to Input and Print Struct Values In this example, we define a st...