Introduction to Artificial Intelligence (AI) || Information Technology for Beginners || Chapter 08

Demystifying AI for Business: From Core Concepts to Practical AI Agents! 🤖 This video, Chapter 8 of our "Introduction to Information Technology" series, breaks down the fundamentals of Artificial Intelligence (AI) and explores its exciting applications in the business world. Learn about Machine Learning (ML), Deep Learning (DL), Generative AI, Computer Vision, Natural Language Processing (NLP), and how to build your own business-aware AI Chatbot using the RAG framework on Azure!

What You'll Learn:

Understanding the Foundations of AI: What Artificial Intelligence is and its advantages for modern businesses.
Exploring Key AI Branches: Deep dives into Machine Learning (ML), Supervised Learning, Unsupervised Learning, Reinforcement Learning (RL), Deep Learning (DL), and Neural Networks.
The Power of Generative AI: Learn how AI creates new content like text (GPT-4), images (DALL·E), and code (GitHub Copilot).
AI's Perception of the World: Discover Computer Vision and its applications, from image recognition to autonomous driving.
Human-Like Language with NLP: Explore Natural Language Processing, Large Language Models (LLMs), and their role in chatbots and virtual assistants.
The Rise of AI Agents: Understanding what AI Agents are and how they can perform tasks autonomously, including the concept of "agentic" AI.
Building a Business-Aware AI Chatbot: A practical walkthrough of deploying a secure and knowledgeable AI Chatbot using Azure OpenAI Service, Azure Bot Service, and the RAG (Retrieval-Augmented Generation) framework.
Leveraging Azure for Enterprise AI: Exploring deployment options on Azure, including Azure Private Link and Azure AI Search for embeddings and vector databases.
Understanding the AI Chatbot Workflow: See how user queries are processed and grounded responses are generated using RAG.

00:00 Introduction
00:45 What is AI?
01:22 Branches of AI
06:28 AI Agents
08:08 Building an AI Chatbot with RAG

Key Buzzwords:

Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), Neural Networks, Generative AI, GPT-4, DALL·E, GitHub Copilot, Computer Vision, Natural Language Processing (NLP), Large Language Models (LLMs), AI Agents, Agentic AI, AI Chatbot, RAG (Retrieval-Augmented Generation), Azure, Azure OpenAI Service, Azure Bot Service, Azure Private Link, Virtual Network (VNet), Azure App Service, Microsoft Teams, Embeddings, Vector Database, Azure AI Search.

Hashtags:

#ArtificialIntelligence #AI #MachineLearning #ML #DeepLearning #DL #GenerativeAI #ComputerVision #NLP #LLM #AIAgents #AIChatbot #RAG #RetrievalAugmentedGeneration #Azure #OpenAI #BusinessAI #EnterpriseAI #TechForBusiness #Innovation #DigitalTransformation #InformationTechnology #IntroToIT