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AGENTIC AI
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The Agentic AI Syllabus focuses on building intelligent AI systems that can act autonomously, make decisions, and perform tasks with minimal human intervention. It covers concepts like AI agents, decision-making models, automation workflows, integration with tools, and real-world applications. This training is important because agent-based AI is transforming industries by improving efficiency, reducing manual effort, and enabling smart automation. It is ideal for developers, AI enthusiasts, data professionals, and IT learners who want to build advanced AI-driven applications and automation solutions.
Duration of Training : 36 Hours
Batch type : Weekdays/Weekends
Mode of Training : Classroom/Online/Corporate Training
Detailed Syllabus • Hands-on Labs • Assignments • Support-Focused • Implementation
Overview
The Syllabus
Curriculum Designed by Experts
Module 1: Introduction to Agentic AI (3 hours)
• Understanding Intelligent Agents and Multi-Agent Systems
• Evolution from Generative AI to Agentic AI
• Differences between LLMs, Autonomous Agents, and Cognitive Systems
• Overview of current Agentic AI tools (LangChain, CrewAI, AutoGen, MetaGPT, etc.)
• Industry applications and case studies
Assignment 1: Write a concept note on how Agentic AI differs from traditional AI pipelines.
Module 2: Foundations of Large Language Models (5 hours)
• How LLMs work: Tokenization, embeddings, and prompt engineering
• Fine-tuning vs. instruction-tuning
• LLM evaluation and hallucination management
• Tools overview: OpenAI API, Hugging Face, Ollama, and local LLMs
Assignment 2: Build a small prompt-driven chatbot using OpenAI or Hugging Face.
Module 3: Agentic AI Architecture (6 hours)
• Core components of agentic systems:
o Memory
o Planning
o Reasoning
o Tool use
o Environment interaction
• Agent loop: Perception → Thought → Action → Reflection
• Framework overview: LangChain Agents, AutoGen, CrewAI, SmolAgents
Hands-on Lab: Implement a simple autonomous agent using LangChain or AutoGen.
Module 4: Agent Planning and Coordination (5 hours)
• Task decomposition and self-reflection loops
• Multi-agent collaboration and role definition
• Workflow orchestration (CrewAI, HuggingGPT, ChatDev)
• Knowledge graph integration and reasoning
Assignment 3: Implement a two-agent collaboration scenario (e.g., Researcher + Coder).
Module 5: Tool Use and Integration (5 hours
• API calling and tool delegation
• Connecting to external systems (databases, APIs, search tools)
• Using embeddings for retrieval (RAG-based agents)
• Integration with corporate data and knowledge bases
Assignment 4: Build a “Research Assistant Agent” that uses web search + summarization tools.
Module 6: Memory and Learning in Agents (4 hours)
• Short-term, long-term, and episodic memory in agents
• Vector databases (FAISS, Chroma, Pinecone)
• Persistent memory design and knowledge retention
• Learning from feedback (self-improvement mechanisms)
Assignment 5: Implement a memory-augmented agent using FAISS or Chroma.
Module 7: Governance, Safety, and Ethics (3 hours)
• Guardrails and constraints in autonomous systems
• Ethical considerations and bias prevention
• Human-in-the-loop mechanisms
• Secure deployment best practices
Assignment 6: Add human-approval steps to an autonomous workflow.
Module 8: Agent Deployment and MLOps (4 hours)
• Packaging agents with containers (Docker)
• Orchestration with Airflow or LangGraph
• Observability and monitoring of agentic workflows
• Version control, testing, and CI/CD for agents
Hands-on Lab: Deploy a LangChain or AutoGen agent to a cloud environment.
Module 9: Domain Applications of Agentic AI (4 hours)
• Business process automation
• AI in software development (code agents, test automation)
• AI in customer experience (service bots, personalized advisors)
• Research and analytics assistants
Assignment 7: Design a domain-specific use case proposal.
Module 10: Capstone Projects (6–8 hours total)
Project 1: Autonomous Research Assistant
• Agents: Researcher + Summarizer + Planner
• Task: Automatically research a topic, extract key insights, and generate a report.
• Tools: LangChain / CrewAI + OpenAI API + Vector DB
Project 2: Multi-Agent Workflow for Business Automation
• Agents: Planner + Data Analyst + Report Generator
• Task: Analyze simulated company data, generate insights, and email a formatted report.
• Tools: AutoGen / LangGraph + Microsoft Fabric or Databricks
Module 11: Future of Agentic AI (2 hours)
• Cognitive architectures (ACT-R, Soar, Adaptive Agents)
• Agentic AI + Robotics
• Emerging research: Self-evolving systems and synthetic cognition
• Industry trends & future skills
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Why Radical Technologies
Live Online Training
Highly practical oriented training
Installation of Software On your System
24/7 Email and Phone Support
100% Placement Assistance until you get placed
Global Certification Preparation
Trainer Student Interactive Portal
Assignments and Projects Guided by Mentors
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Live Classroom Training
Weekend / Weekdays / Morning / Evening Batches
80:20 Practical and Theory Ratio
Real-life Case Studies
Easy Coverup if you missed any sessions
PSI | Kryterion | Redhat Test Centers
Life Time Video Classroom Access ( coming soon )
Resume Preparations and Mock Interviews
And Many More Features
Course completion certificate and Global Certifications are part of our all Master Program
Self Paced Training
Self Paced Learning
Learn 300+ Courses at Your Own Time
50000+ Satisfied Learners
Course Completion Certificate
Practical Labs Available
Mentor Support Available
Doubt Clearing Session Available
Attend Our Virtual Job Fair
10% Discounted Global Certification
Course completion certificate and Global Certifications are part of our all Master Program
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Global Certification
Radical Technologies is the leading IT certification institute in Bangalore, offering a wide range of globally recognized certifications across various domains. With expert trainers and comprehensive course materials, it ensures that students gain in-depth knowledge and hands-on experience to excel in their careers. The institute’s certification programs are tailored to meet industry standards, helping professionals enhance their skillsets and boost their career prospects. From cloud technologies to data science, Radical Technologies covers it all, empowering individuals to stay ahead in the ever-evolving tech landscape. Achieve your professional goals with certifications that matter.
career services
At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalized resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career. Join us and let your journey to a successful future begin with the right support.
At Radical Technologies, we ensure you’re ready to shine in any interview. Our comprehensive Interview Preparation program includes mock interviews, expert feedback, and tailored coaching sessions to build your confidence. Learn how to effectively communicate your skills, handle technical questions, and make a lasting impression on potential employers. With our guidance, you’ll walk into your interviews prepared and poised for success.
At Radical Technologies, we believe that a strong professional profile is key to standing out in the competitive IT industry. Our Profile Building services are designed to highlight your unique skills and experiences, crafting a resume and LinkedIn profile that resonate with employers. From tailored advice on showcasing your strengths to tips on optimizing your online presence, we provide the tools you need to make a lasting impression. Let us help you build a profile that opens doors to your dream career.
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Radical Learning Eco-System
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Basavanagudi | HSR Layout | Sadashivanagar | Jayanagar | Koramangala | Whitefield | Banashankari | Marathahalli | BTM Layout | Electronic City | Rajajinagar | Domlur | Indiranagar | Malleshwaram | Yelahanka | Cooke Town | Nagarbhavi | Bannerghatta Road | Chandapura | Dasarahalli | Devanahalli | Anandnagar | Avenue Road | Byatarayanapura
Agentic AI Course Certification With Training In Bangalore
At Radical Technologies, we are committed to providing world-class Azure Data Engineer Training in Bangalore, helping aspiring data professionals master the skills needed to excel in the rapidly growing field of cloud data engineering. As the leading institute for Azure Data Engineer Course In Bangalore, we offer comprehensive, hands-on training designed to meet the demands of today’s data-driven organizations.
Our Azure Data Engineer Training Bangalore program covers every aspect of the Azure Data Engineer Syllabus, ensuring that students receive in-depth knowledge of data architecture, data processing, and data storage on Microsoft Azure. Whether you prefer attending classes in-person or via Azure Data Engineer Online Training, Radical Technologies provides flexible learning options to suit your needs.
Our Azure Data Engineering Training is renowned for its practical, real-world approach. Students have access to an industry-leading Azure Data Engineer Bootcamp, which combines theory and hands-on labs to ensure they are fully prepared for their certification exams. The Microsoft Azure Data Engineer Training is tailored to cover all key topics, from data integration to security, and is led by experienced professionals who are experts in their field.
For professionals and organizations seeking Azure Data Engineering Corporate Training, we offer tailored courses that address specific business needs. Our Azure Data Engineering Corporate Training Course ensures that teams gain practical experience in building scalable, secure, and efficient data solutions on Azure.
At Radical Technologies, our Azure Data Engineer Courses are structured to ensure that both beginners and experienced professionals alike can enhance their knowledge. The Azure Data Engineer Certification Training offered here equips students with the skills and credentials needed to stand out in a competitive job market.
Our institute also offers the Azure Data Engineer Full Course, which provides a comprehensive pathway for mastering Azure Data Engineering concepts and techniques. We take pride in being one of the top Azure Data Engineer Institutes in Bangalore, with a proven track record of helping students achieve their Azure Data Engineering Certification.
Whether you are looking for Azure Data Engineer Training Online or prefer our in-person classes in Bangalore, Radical Technologies is your trusted partner for career advancement in data engineering. Join us today to enroll in the Best Azure Data Engineer Course and kick-start your journey towards becoming a certified data engineer.
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