VKVishal Kushwahaindetailsnotes.hashnode.dev·5d ago · 35 min readComplete Machine Learning Guide for BeginnersTABLE OF CONTENTS Before You Start What is Machine Learning Complete Setup Guide Prerequisites Check How to Study This Guide Learning Roadmap Topic Breakdown Common Mistakes Practice Problems00
MKMohit Kumarinmohitkumar1.hashnode.dev·Aug 3 · 9 min readHow a Machine-Learning Model Runs Code on Your Machine (and How I Scan for It)Author: Mohit KumarProject: Bulwark – An open-source security stack for AI agentsGitHub: mk12002/Bulwark This article is part of the Bulwark series, where I explore practical approaches to securing AI00
PJPiyush Jadhavinattentionmechanism.hashnode.dev·Aug 3 · 4 min readAttention Mechanism in Deep Learning: The Foundation of TransformersIntroduction Artificial Intelligence (AI) has transformed the way machines understand language, recognize images, and make intelligent decisions. One of the most significant breakthroughs in deep lear00
AYAkshay Yadavinprojectsoncs.hashnode.dev·Aug 1 · 9 min readPredictive Maintenance for Industrial MachinesProblem Statement A manufacturing plant wants to predict machine failure before it happens using live sensor readings (air/process temperature, rotational speed, torque, and tool wear), so that mainte00
SSaguninsagunwrites.hashnode.dev·Aug 1 · 4 min readWhat Is IoT Malware?Your phone isn't the only device connected to the internet. Cameras, smart TVs, routers, watches, speakers, printers, appliances, and even industrial equipment can communicate over networks. Together,00
LBLaurynas Baltrušaitisinlaurynas-baltrusaitis.hashnode.dev·Jul 28 · 6 min readLessons Learned: Reflections on Building an End-to-End ML SystemWhen I started this project in September 2025, I set out to answer a simple question: Can I predict Amsterdam house prices? This wrap-up is written six months after finishing the project. A promotion 00
JSJayesh Sojitrainjayesh-sojitra.hashnode.dev·Jul 26 · 4 min readWhat Is AI, Really? A Simple Breakdown of AI, ML, and LLMsWhat Is AI, Really? If you've spent any time online lately, you've probably noticed people using terms like AI, Machine Learning, and LLMs interchangeably. The truth is, they're not the same thing. On00
AYAkshay Yadavinprojectsoncs.hashnode.dev·Jul 25 · 8 min readPredicting Customer Churn with Machine Learning: A Practical WalkthroughEvery subscription business — telecom, SaaS, streaming — faces the same silent killer: churn, the rate at which customers cancel their service. Acquiring a new customer costs 5–7x more than retaining 13AA
EJEva J Patelinevapatel123.hashnode.dev·Jul 23 · 5 min readDocker Explained In Gen-Z So Your Code Stops Getting Cooked Ever spent three hours setting up a project, ran npm start or python main.py, and got a wall of bright red error messages? Then you text your teammate, they pull the exact same code from GitHub, run i12K
EJEva J Patelinevapatel123.hashnode.dev·Jul 23 · 6 min readSpotting Sickness with Code: Building a Machine Learning Disease PredictorThe Hook: Why ML in Healthcare is Top Tier Imagine feeling unwell, typing a few symptoms into an app, and getting an instant, data-backed assessment before you even step into a doctor’s lobby. That’s 00
