Difference Between AI, Machine Learning, and Deep Learning

 Difference Between AI, Machine Learning (ML), and Deep Learning (DL)

Term What It Is How It Works Examples

Artificial Intelligence (AI) The broad field of creating machines that can perform tasks requiring human intelligence. Can be rule-based, logic-driven, or learning-based. Encompasses any technique that enables computers to mimic human intelligence. Chess engines, voice assistants, recommendation systems

Machine Learning (ML) A subset of AI focused on enabling machines to learn patterns from data and improve over time without explicit programming. Algorithms learn from data (examples), build models, and make predictions or decisions. Spam email filters, fraud detection, image classification

Deep Learning (DL) A subset of ML that uses multi-layered neural networks inspired by the brain’s structure to learn from large amounts of data. Neural networks with many layers automatically learn hierarchical features and representations. Facial recognition, speech recognition, GPT language models

Visual analogy:


AI is the whole umbrella — the idea of making machines smart.


ML is one way to achieve AI, by learning from data.


DL is a more advanced, powerful type of ML that uses deep neural networks.

Learn Artificial Intelligence Course in Hyderabad

Read More

History of AI: From Turing to Today

What Is Artificial Intelligence? A Beginner's Guide

🧠 AI Fundamentals



Comments

Post a Comment

Popular posts from this blog

Handling Frames and Iframes Using Playwright

Handling Frames and Iframes Using Playwright When automating modern web applications, you’ll often come across frames or iframes—HTML elements used to embed another HTML document within the current page. If you're using Playwright for browser automation, knowing how to handle frames properly is crucial for interacting with elements inside them. In this blog, we’ll walk through how to identify, access, and interact with frames and iframes using Playwright with code examples in JavaScript and Python. 🧾 What Are Frames and Iframes? <frame>: Rarely used now; part of the outdated <frameset> HTML structure. <iframe> (inline frame): Embeds another HTML page inside the current one. Common for third-party content like ads, maps, or payment gateways. 🎯 Why Frames Matter in Automation Elements inside an iframe are not part of the main DOM, so trying to interact with them directly will result in errors unless you switch the context to the frame. 🔍 Locating an Iframe in Pla...
Read more

Tosca for API Testing: A Step-by-Step Tutorial

Tosca for API Testing: A Step-by-Step Tutorial Tricentis Tosca is a powerful and user-friendly test automation tool that supports a wide range of testing types — including API testing. With Tosca, you can easily design, automate, and execute API tests without writing any code. It supports REST, SOAP, and other service types, making it a great choice for end-to-end API validation. 🧰 What is Tosca API Testing? Tosca’s API testing allows testers to: Send requests (GET, POST, PUT, DELETE, etc.) Validate responses (status codes, body, headers) Chain requests and share data between them Perform security, load, and functional tests on APIs ✅ Step-by-Step Guide: Tosca API Testing 🔹 Step 1: Open Tosca and Create a Workspace Launch Tosca Commander Create a new workspace (or open an existing one) Choose the workspace type as Multi-user or Single-user based on your setup 🔹 Step 2: Add a New API Test Case Navigate to the Modules section. Right-click and choose Scan > API Scan. The API Scan wi...
Read more

Cybersecurity Internship Opportunities in Hyderabad for Freshers

 🚀 1. AICTE Cyber Security Internship (Jul–Aug 2025) Organizer: AICTE via its internship portal—free, fully online Duration: ~4–6 weeks starting July 2025 Perks: Hands-on labs (Kali, Nmap, Wireshark), capstone project, AICTE certificate Cost/Stipend: Free, no stipend Apply by: July 15, 2025 via AICTE portal  en.wikipedia.org +15 govtinternship.com +15 joincomputerit.blogspot.com +15 Perfect for freshers seeking practical exposure with certified recognition. 🏢 2. Gainsight – Application Security Intern (On-site) Role: SOC monitoring, SIEM dashboards, incident response Location: Hyderabad office Requirements: Bachelor’s in CS/related field; enthusiastic freshers welcome Stipend: Not specified  hyderabadtechbytes.blogspot.com placementdrive.in Ideal if you want corporate cybersecurity experience using enterprise tools. 🌱 3. Internshala – Cyber Security Internships Listings: Multiple internship openings across Hyderabad (both remote and on-site) Fields: Ethical hacking, se...
Read more