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When we think of Artificial Intelligence (AI) today, we often picture smart assistants or machine learning models that learn from millions of data points. But before AI could learn on its own, it relied heavily on human logic and strict rules. This early age of artificial intelligence is known as Knowledge-Based AI, or The Symbolic Era.

AI has changed dramatically over time—moving away from rigid, rule-following computer programs to adaptive systems capable of reasoning and independent action. To help make sense of how far technology has come, here is a simple breakdown of the 5 main eras in the evolution of AI:

Complete guide to AI Concepts with Examples.

Includes Frequenty Asked Questions and Programs

What is State Space Search ?

Includes Frequently Asked Programs & Questions.

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Why CPU is known as "Brain of a Computer" ? Just like human brain, CPU makes entire system work which involves input devices, RAM, hard disk, output devices, external storage devices etc. it is responsible for execution of application programs , no matter how complex they are. it acts as the decision maker which controls hardware and executes every instruction from application programs. it is responsible for managing hardware , handles input / output controls and regulates f

Three types of Programs or application development is supported by Java. Desktop Application - runs directly on machine and supports Graphical User Interface (GUI) Applet - Special web application embedded in HTML and runs on Java enabled web browser. It can be distributed through Internet or intranet. It has two limitations - (1) Plug - in is needed at client side (2) Runs within web browser and cannot access resources such as database or files. Servlet & Java Server Pages

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ChatGPT, a chatbot based on OpenAI's GPT-3.5 released on 30th November 2022 stormed the world with next generation AI , commonly known as Generative AI.

For Course : Computer Network and Cyber Security Session Date:- Saturday, 9th May 2026 @ 7:30 PM What is Computer Forensics? Computer Forensics is the process of finding the digital evidence after a computer incident has occurred. It analyses computer systems and computing devices to get answers for following four questions: What happened? When it happened? How it happened? Who was involved? It is the process of investigating a computer system to determine the cause of incide

IT industry today is evolving around Artificial Intelligence (AI), Cloud Computing and Cybersecurity.