This Generative AI Full Course 2025 by Simplilearn provides a complete introduction to modern generative artificial intelligence, large language models (LLMs), and agent-based AI systems. It is designed for beginners and aspiring AI engineers who want to understand both the theory and practical tools used in today’s AI industry.
The course begins with the fundamentals of generative AI, explaining what LLMs are and how they power applications like ChatGPT and other AI assistants. It then explores the differences between generative AI, agentic AI, and AI agents, helping learners understand how autonomous AI systems are built.
A key focus of the course is the role of frameworks such as LangChain, LangGraph, LangFlow, and LangSmith, which are used to build and manage AI applications. It also introduces the Model Context Protocol (MCP) and how modern AI systems handle memory and context.
Learners are guided through practical tools including Hugging Face, DeepSeek, n8n automation, and LLM benchmarking. These tools are essential for building and evaluating real-world AI applications.
The course also covers machine learning fundamentals, LSTM models, and generative AI applications in data analysis, search systems, and productivity tools. It includes discussions on AI career paths and interview preparation.
By the end of the course, learners gain a strong understanding of generative AI systems, modern AI frameworks, and industry tools, preparing them for careers in AI engineering and machine learning.
