EICTA, IIT Kanpur

Artificial Intelligence

 
Python for AI: A Complete Beginner's Guide to Building AI with Python in 2026
Artificial Intelligence

Python for AI: A Complete Beginner's Guide to Building AI with Python in 2026

Learn Python for AI from scratch in 2026. Covers Python fundamentals, NumPy, Pandas, Scikit-learn, TensorFlow, LLM APIs, RAG systems, and AI agents with real working code examples.

Jun 3, 20268 min read
Understanding Bias in Artificial Intelligence: Challenges, Impacts, and Mitigation Strategies
Artificial Intelligence

Understanding Bias in Artificial Intelligence: Challenges, Impacts, and Mitigation Strategies

AI has become essential to our daily lives, enabling various applications and technologies. However, as AI systems continue to evolve, the issue of bias has emerged. Bias in AI refers to AI systems’ systematic and unfair bias or prejudice.

Apr 23, 20267 min read
AI Agent Architecture Explained: Components, Structure and How Agents Are Built in 2026
Artificial Intelligence

AI Agent Architecture Explained: Components, Structure and How Agents Are Built in 2026

Understanding AI Agent architecture is increasingly essential for developers building agentic systems and product managers evaluating AI solutions

Apr 13, 20267 min read
5 Types of AI Agents Explained: From Simple Reflex to Learning Agents
Artificial Intelligence

5 Types of AI Agents Explained: From Simple Reflex to Learning Agents

Unlike a traditional program that only runs when told to, an AI agent can observe what is happening, reason about what to do next, and act without needing a human to trigger every step

Apr 12, 20267 min read
Agentic AI Use Cases: 20 Real-World Business Applications in 2026
Artificial Intelligence

Agentic AI Use Cases: 20 Real-World Business Applications in 2026

Explore 20 real-world agentic AI use cases across industries in 2026. Covers customer service, finance, supply chain, healthcare, IT, and more with real company examples.

Apr 9, 20268 min read
How to Build an AI Agent From Scratch in 2026: Step-by-Step Developer Guide
Artificial Intelligence

How to Build an AI Agent From Scratch in 2026: Step-by-Step Developer Guide

Learn how to build an AI agent from scratch in 2026. Covers the ReAct pattern, LangChain, memory, tool integration, real Python code, and deployment. By EICTA Consortium.

Apr 7, 20268 min read

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