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A Comprehensive Guide to Learning Machine Learning Using Andrew Ng’s *Machine Learning Yearning*
Introduction Machine learning (ML) has become a cornerstone of technological advancement, influencing industries ranging from healthcare and finance to transportation and entertainment. For beginners and practitioners alike, understanding how to structure and execute machine learning projects effectively is critical. Andrew Ng, one of the most influential figures in artificial intelligence (AI) and machine learning, offers…
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Tackling the Computer Science Curriculum: A Comprehensive Guide for Students
Computer Science is a dynamic and challenging field that offers immense opportunities for growth, innovation, and career advancement. However, the curriculum can be overwhelming, given its complexity and the rapid pace of technological advancements. From mastering programming languages and algorithms to balancing coursework and personal commitments, Computer Science students face unique challenges. This guide provides…
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Best Operating System for Computer Science Students in 2025
Introduction Choosing the right operating system (OS) is a critical decision for computer science (CS) students. The OS serves as the foundation for all academic and practical work, influencing the ease of learning, compatibility with tools, and overall productivity. With three primary contenders—Mac, Windows, and Linux—each offering unique strengths and weaknesses, the decision can be…
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AI in 2025: Industry Transformations and Real-World Applications
As we approach 2025, artificial intelligence (AI) is set to revolutionize industries across the board, offering unprecedented opportunities for innovation, efficiency, and competitive advantage. Let’s explore how AI advancements will impact various sectors and examine a hypothetical use case to illustrate the potential benefits. Industry-Specific AI Advancements Manufacturing: The Dawn of Industry 4.0 By 2025,…
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Best strategies to manage local storage while running local LLMs
The rapid adoption of locally hosted Large Language Models (LLMs) has revolutionized how individuals and organizations leverage artificial intelligence. Running LLMs locally offers unparalleled advantages, including enhanced privacy, reduced latency, and greater control over data. However, these benefits come with a significant challenge—managing local storage effectively to ensure optimal performance and prevent running out of…
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How To Build Your First RAG MVP Project (Complete Tutorial With Code)
Requirement Document for RAG-based MVP 1. Project Overview This project aims to develop an AI-assisted application using Retrieval-Augmented Generation (RAG) to enable users to interact with a document base through natural language queries. What is RAG? RAG (Retrieval-Augmented Generation) is a technique that combines the power of large language models (LLMs) with a retrieval system.…
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What Really Happened to Devin, the AI Dev?
In March 2024, an AI named Devin entered the software engineering world like a wrecking ball. Billed as the first autonomous AI software engineer, Devin promised to revolutionize the field by coding, debugging, and even completing projects independently. Developers were amazed—and terrified. But was Devin truly the game-changer it claimed to be? In my article,…
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What is AI Inference?
AI inference is the process of using a trained AI model to make predictions or decisions based on new input data. It brings the power of AI to real-world applications improving our lives in countless ways. How does AI Inference work? Imagine you taught a robot how to recognize stop signs. Once it’s learned this…
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Key Software Development Methodologies: Agile, Scrum, and More
Dive deep into the world of software development methodologies as we break down agile, scrum, kanban, waterfall, devops, lean, and extreme programming (XP). Learn how these frameworks can streamline your projects and improve efficiency. We will start by explaining the basic concepts so you are equipped to pick the methodology that best fits your your…
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Your Guide to JavaScript Programming
JavaScript is a versatile and powerful programming language that is primarily used for creating interactive and dynamic web pages. It was created by Brendan Eich in 1995 while he was working at Netscape Communications Corporation. Initially, JavaScript was developed as a way to add interactivity to static HTML pages, but over the years, it has…
