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Agentic AI for Beginners: Build Smart AI Agents from Scratch

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Learn how AI agents think, plan, use tools, and automate tasks using modern Agentic AI frameworks
1
1/5
(56) Ratings
274 students
Created by Data Science Academy
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What you'll learn

  • Understand the fundamentals of Agentic AI, autonomous AI agents, and how modern AI systems think, plan, and take actions
  • Build beginner-friendly AI agents from scratch using practical workflows, prompts, memory systems, and tool integrations
  • Create AI systems that can use tools, APIs, knowledge bases, and automation workflows to complete tasks autonomously
  • Learn how Large Language Models (LLMs), memory, reasoning, and decision-making work inside modern AI agents
  • Develop practical projects including AI chatbots, memory-enabled assistants, document-aware AI systems, and multi-agent workflows
  • Explore Retrieval-Augmented Generation (RAG) and build knowledge-powered AI assistants with contextual understanding
  • Understand how multi-agent systems collaborate, share tasks, and automate real-world business and productivity workflows
  • Learn best practices for AI safety, responsible AI development, prompt engineering, and future AI automation systems
This course includes:
3.5 total hours on-demand video
0 articles
0 downloadable resources
16 lessons
Full lifetime access
Access on mobile and TV
Certificate of completion
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Course content

Requirements

  • No prior experience with Agentic AI, AI agents, or machine learning is required — this course is designed for beginners
  • Basic computer skills and familiarity with using websites, applications, and online tools
  • Beginner-level Python knowledge is helpful but not mandatory, as concepts are explained step by step
  • Curiosity about AI, automation, and the future of intelligent systems

Description

“This course contains the use of artificial intelligence”

Welcome to Agentic AI for Beginners: Build Smart AI Agents from Scratch — a practical, beginner-friendly course designed to help you understand and build the next generation of intelligent AI systems.

The world of AI is rapidly evolving from simple chatbots and prompt-based tools into autonomous AI agents that can think, plan, reason, use tools, remember information, and complete tasks with minimal human guidance. This new era is called Agentic AI, and it is quickly becoming one of the most important areas in modern technology.

In this course, you will learn how modern AI agents actually work behind the scenes — without getting overwhelmed by complex mathematics or enterprise-level infrastructure. Instead of focusing only on theory, this course takes a highly practical approach where you will build real beginner-friendly projects step by step.

You will explore the foundations of Large Language Models (LLMs), understand how agents make decisions, learn how memory systems work, and discover how AI agents can interact with tools, APIs, workflows, and external knowledge sources. You’ll also understand how modern AI systems combine reasoning, memory, actions, and automation to create intelligent assistants capable of solving real-world problems.

Throughout the course, you will build multiple hands-on projects including:

  • A beginner AI chatbot

  • A memory-enabled AI assistant

  • A tool-using autonomous AI workflow

  • A document-aware AI system using RAG (Retrieval-Augmented Generation)

  • A beginner multi-agent system

  • Real-world AI productivity and automation projects

This course is specifically designed for beginners who want to move beyond simple prompting and start thinking like an AI agent developer. You’ll learn how agents:

  • Understand goals

  • Plan tasks

  • Use memory

  • Access tools

  • Perform actions

  • Collaborate with other agents

  • Automate workflows

You’ll also explore exciting topics like:

  • Prompt Engineering

  • Multi-Agent Systems

  • Knowledge Bases

  • AI Automation

  • Autonomous Workflows

  • AI Safety

  • Context-Aware AI

  • Agent Orchestration

  • Future AI Systems

By the end of this course, you will have a strong understanding of how modern Agentic AI systems work and how to build your own beginner-friendly AI agents from scratch using practical tools and workflows.

Whether you are a student, developer, business professional, content creator, or simply curious about the future of AI, this course will help you gain practical, real-world skills in one of the fastest-growing areas of technology.

The future of AI is not just chatting with models — it is building intelligent systems that can think, act, and automate work autonomously.

Start your journey into Agentic AI today and learn how to build the smart AI systems of tomorrow.

Who this course is for:

  • Beginners who want to understand how modern AI agents and Agentic AI systems work in a simple, practical way
  • Students and professionals interested in learning the future of AI automation, autonomous workflows, and intelligent systems
  • Developers and aspiring AI builders who want to move beyond basic prompting and start building real AI agents
  • Business professionals, entrepreneurs, and productivity enthusiasts exploring AI-powered automation and smart assistants
  • Content creators, analysts, and tech enthusiasts curious about how AI can plan, reason, remember, and take actions autonomously
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