AI Agents Full Course 2025 | AI Agents Tutorial for Beginners | How to Build AI Agents | Simplilearn

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This AI Agents Full Course 2025 by Simplilearn offers a detailed learning journey to agentic AI. The AI Agents full course begins with foundational concepts like AI agents, environments, and LLMs (Large Language Models). It then explores Generative AI agents and their applications, followed by an agentic AI roadmap to guide your learning. You'll dive into the math behind it all with Linear Algebra for ML, before mastering the agentic workflow and learning to build AI agents from scratch, including voice agents. The course introduces hands-on tools like Manus AI, GANs, NLP, KNN, MCP, and platforms like Hugging Face. You'll also build Agentic RAG, compare Langchain vs Langgraph vs Langflow vs Langsmith, and explore advanced topics like transformers, multimodal AI, and stable diffusion. Practical tutorials include using N8N, Deepseek, and Meta’s new LLaMA 3.2. Finally, we discuss monetizing AI agents, job interview tools, and wrap up with deep learning interview questions, making it perfect for beginners and experienced professionals .

Following are the topics covered in the AI Agents Full Course 2025:

00:00:00 - Introduction to AI Agents Full Course 2025
00:33:43 - AI Agents Tutorial
00:39:05 - AI Agents and Environments
00:40:29 - Introduction to LLM
01:03:11 - What Are Gen AI Agents
01:18:20 - Agentic AI Roadmap
01:47:05 - Linear Algebra for Machine Learning
03:17:25 - Agentic AI Workflow
03:41:07 - Build AI Agents from Scratch
04:03:35 - How to Build AI Voice Agents
04:15:57 - Manus AI
04:25:19 - What Are GANs
04:58:08 - Natural Language Processing Tutorial
05:29:52 - KNN Tutorial
05:52:36 - MCP Tutorial
06:42:56 - Hugging Face
07:41:35 - Build Agentic RAG
07:50:28 - LLM Benchmarking
08:01:03 - Stable Diffusion Tutorial
08:06:40 - Multimodal AI
08:07:41 - Transformers in AI
08:15:17 - Langchain Explained
08:31:33 - Deep Learning
08:44:39 - N8N Tutorial
09:00:44 - Deepseek R1
09:11:57 - Install Deepseek
09:20:15 - Meta New Lama 3.2
09:38:26 - Confusion Matrix Machine Learning
09:39:16 - Q Learning
10:10:31 - Langgraph vs Langchain vs Langflow vs Langsmith
10:27:35 - Make Money with AI Agents
10:32:44 - Gen AI Tools for Job Interview

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➡️ 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
✅ 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
✅ 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:
✅ Program Induction
✅ Programming Fundamentals
✅ Python for Data Science (IBM)
✅ Applied Data Science with Python
✅ Machine Learning
✅ Deep Learning with TensorFlow (IBM)
✅ Deep Learning Specialization
✅ Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ Advanced Generative AI
✅ Capstone

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