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️🔥 Michigan - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=gOi9XBpequo&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=gOi9XBpequo&utm_medium=DescriptionFirstFold&utm_source=Youtube 🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=gOi9XBpequo&utm_medium=DescriptionFirstFold&utm_source=Youtube In this video, we dive deep into the fascinating world of AI agents and how they can automate and optimize database tasks. We begin by exploring the concept of database agents, understanding their role in streamlining database operations, and setting the stage for building your very own AI agent from scratch. Throughout the video, we’ll walk you through the core components of an AI agent, explaining how it interacts with data and performs tasks efficiently. We’ll also guide you on how to work with CSV data, demonstrating how AI agents can analyze, manipulate, and process data effectively. As we move forward, we’ll dive into connecting our AI agent to a SQL database, enabling it to execute queries and manage data in real-time. Finally, we’ll look into leveraging the Assistant API to optimize SQL database queries, improving the performance and efficiency of your AI agent. 00:00:00 - Introduction to the course 00:02:33 - Introduction to Your First AI Agent 00:16:28 - Interacting with a CSV Data 00:25:48 - Connecting to a SQL Database 00:46:14 - Azure OpenAI Function Calling Feature 00:51:11 - Leveraging Assistant API for SQL Databases Database agents are AI-powered tools or programs designed to help automate and manage tasks related to databases. They can perform actions like querying data, optimizing performance, and handling routine database operations without human intervention. These agents can analyze, update, and retrieve data efficiently, making database management easier and faster. Think of them as virtual assistants for databases, ensuring that everything runs smoothly and efficiently with minimal manual effort. ⏩ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq #DataBaseAgents #generativeAI #AIAgents #AI #GenAI #ArtificialIntelligence #simplilearn #2025 ➡️ About Professional Certificate Program in Generative AI and Machine Learning Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status. Key Features: ✅ Program completion certificate from E&ICT Academy, IIT Guwahati ✅ Curriculum delivered in live virtual classes by seasoned industry experts ✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering ✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty ✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati ✅ Eligibility for a campus immersion program organized at IIT Guwahati ✅ Exclusive hackathons and “ask-me-anything” sessions by IBM ✅ Certificates for IBM courses and industry masterclasses by IBM experts ✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects ✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more ✅ Simplilearn's JobAssist helps you get noticed by top hiring companies Skills Covered: ✅ Generative AI ✅ Prompt Engineering ✅ Chatbot Development ✅ Supervised and Unsupervised Learning ✅ Model Training and Optimization ✅ Model Evaluation and Validation ✅ Ensemble Methods ✅ Deep Learning ✅ Natural Language Processing ✅ Computer Vision ✅ Reinforcement Learning ✅ Machine Learning Algorithms ✅ Speech Recognition ✅ Statistics Learning Path: ✅ IITG AI: Program Induction ✅ IITG AI: Programming Fundamentals ✅ IITG AI: Python for Data Science (IBM) ✅ IITG AI: Applied Data Science with Python ✅ IITG AI: Machine Learning ✅ IITG AI: Deep Learning with TensorFlow (IBM) ✅ IITG AI: Deep Learning Specialization ✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT ✅ IITG AI: Advanced Generative AI ✅ IITG AI: Capstone Electives: ✅ IITG AI: ADL & Computer Vision ✅ IITG AI: NLP and Speech Recognition ✅ IITG AI: Reinforcement Learning ✅ IITG AI: Academic Masterclass ✅ IITG AI: Industry Masterclass 👉 Learn More At: https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=gOi9XBpequo&utm_medium=Description&utm_source=Youtube
