--- title: "Alok Gupta (@alokg812) | Hashnode" description: "Student@IITM. Read the latest articles by Alok Gupta on Hashnode." url: "https://hashnode.com/@alokg812" --- @alokg812 # Alok Gupta @alokg812 · Bengaluru,Karnataka · Joined January 2024 Student@IITM ### [The Why, Where, and What of Machine Learning](https://alokgupta.hashnode.dev/the-why-where-and-what-of-machine-learning?utm_source=hashnode&utm_medium=feed) 🔹 Introduction — The World is Learning Imagine you wake up and unlock your phone — it recognizes your face.You open Spotify — it recommends your next favorite song.You check your email — spam messages have quietly vanished.Behind each of these momen... 6 min read · [alokgupta.hashnode.dev](https://alokgupta.hashnode.dev/the-why-where-and-what-of-machine-learning?utm_source=hashnode&utm_medium=feed) [Oct 8, 2025](https://hashnode.com/posts/the-why-where-and-what-of-machine-learning/68e6a988f611aa55640d940c) ### [🚀 Conquer BPTs in 10 Simple Steps:](https://alokgupta.hashnode.dev/conquer-bpts-in-10-simple-steps?utm_source=hashnode&utm_medium=feed) Your Friendly Survival Guide for IIT Madras BPT 4 min read · [alokgupta.hashnode.dev](https://alokgupta.hashnode.dev/conquer-bpts-in-10-simple-steps?utm_source=hashnode&utm_medium=feed) [Jun 28, 2025](https://hashnode.com/posts/conquer-bpts-in-10-simple-steps/685fd128dde1e3ddb66c1790) ### [Understanding APIs](https://alokgupta.hashnode.dev/understanding-apis?utm_source=hashnode&utm_medium=feed) Through Real-World Examples and Hands-On Coding 5 min read · [alokgupta.hashnode.dev](https://alokgupta.hashnode.dev/understanding-apis?utm_source=hashnode&utm_medium=feed) [Jun 11, 2025](https://hashnode.com/posts/understanding-apis/6849b85fc242b3ea2847879e) ### [Unlocking Customer Insights: How Clustering Helps Banks Target the Right Customers](https://alokgupta.hashnode.dev/unlocking-customer-insights-how-clustering-helps-banks-target-the-right-customers?utm_source=hashnode&utm_medium=feed) Learn about hierarchical and K-means clustering with a real-life Bengaluru example, and explore strategies to personalize banking offers. 8 min read · [alokgupta.hashnode.dev](https://alokgupta.hashnode.dev/unlocking-customer-insights-how-clustering-helps-banks-target-the-right-customers?utm_source=hashnode&utm_medium=feed) [Mar 23, 2025](https://hashnode.com/posts/unlocking-customer-insights-how-clustering-helps-banks-target-the-right-customers/67dfa40bd6bf33faebbe2c66) ### [A Deep Dive into Web Development 🚀](https://alokgupta.hashnode.dev/a-deep-dive-into-web-development?utm_source=hashnode&utm_medium=feed) With The Chai Saga☕: 14 min read · [alokgupta.hashnode.dev](https://alokgupta.hashnode.dev/a-deep-dive-into-web-development?utm_source=hashnode&utm_medium=feed) [Mar 13, 2025](https://hashnode.com/posts/a-deep-dive-into-web-development/67d321c4ae90faa6a9a441d6)