Building Intelligent Agents with LLMs
Micro Credentials Overview: Building Intelligent Agents with LLMs
Large Language Models (LLMs) are transforming the way we interact with AI, enabling intelligent automation, content generation, and decision-making across various domains. This workshop provides a comprehensive introduction to building intelligent agents using LLMs, focusing on prompt engineering, response optimization, and API-driven automation. Participants will explore advanced prompting techniques, domain-specific applications, and real-world use cases in content creation, data analysis, marketing, customer support, and more. Through hands-on exercises and a capstone project, they will gain practical experience in leveraging LLMs for intelligent and efficient AI-powered solutions.
Curriculum by Industry Expert
Mentors are Tech leads
80% Hand on Workshop
Skill Level Intermediate
Certification of Completion
Tools you master
What will you learn
Introduction to AI Agents and LLMs
- Overview of AI agents and their role in automation and decision-making.
- Understanding Large Language Models (LLMs) and their capabilities.
- Exploring real-world applications of AI agents powered by LLMs.
Foundations of LLM APIs
- Introduction to API-based interactions with LLMs.
- Understanding different API endpoints and their functionalities.
- Best practices for making efficient API calls and handling responses.
Architecting an AI Agent
- Key components and architecture of an AI-driven agent.
- Defining workflows and decision trees for intelligent automation.
- Choosing the right LLM for specific tasks and performance needs.
Building a Basic Conversational Agent
- Hands-on development of a simple AI chatbot using LLMs.
- Implementing context management and memory for better responses.
- Fine-tuning prompts to enhance conversational flow and accuracy.
Advanced Agent Capabilities
- Enhancing AI agents with advanced reasoning and multi-step workflows.
- Leveraging embeddings, retrieval-augmented generation (RAG), and fine-tuning.
- Optimizing responses for specific domains and industries.
Agents with External Integrations
- Connecting AI agents with databases, APIs, and third-party tools.
- Automating real-world tasks like email responses, report generation, and more.
- Implementing real-time data retrieval and decision-making.
Whom will you learn from ?
Sivaram is an AI Solution Architect with expertise in AI technologies like Generative AI, Computer Vision, and Machine Learning.
Vikas Patel, an IITian, is a Machine Learning Scientist at Nykaa with extensive experience in insurance, healthcare, finance, and e-commerce.
Sagnik Pal is a seasoned expert in leveraging AI and cutting-edge technologies to drive transformative business outcomes.
Senior Data Scientist at PwC, Data & Analytics and Engineering Specialist
As the Head of Technology at Blue Data, I help enterprises accelerate their data and AI transformation strategy.
As a Lead Data Scientist with 11 years of IT experience, I have conducted over 60 training sessions in Generative AI, ML/AI, and AWS.
Mohit is an AI/ML and Data enthusiast, and has been working with data, analysis, AI, and strategy & insights for 12+ years.
Project Associate in MathWorks GNSS Project | AI & Machine Learning | Data & Video Analytics | Generative AI & NLP for Business Solutions.
Co-Founder &CEO - CognisysAI Pvt. Ltd. || CTO - Incline Inventions Pvt. Ltd.
Senior Data Scientist with a wealth of experience in the fields of Computer Vision(CV), Natural Language Processing (NLP) & structured data analysis.
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Our certification in Building Intelligent Agents with LLMs showcases your expertise in leveraging powerful AI models to create smart, autonomous systems. It’s the key to unlocking advanced career opportunities in AI-driven automation across industries.
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Master Advanced LLM Tools for Building Intelligent Agents Solve real-world problems, automate tasks, and drive insights with cutting-edge LLM techniques. Enhance your efficiency in AI-driven roles using powerful frameworks like LangChain and Transformers.
FAQ's
A Micro Credentials course is an online training session where participants can join from anywhere via the internet. It provides interactive sessions, presentations, and discussions in a virtual environment.
After registering, you will receive an email with a link and instructions to access the Micro Credentials course. You’ll need a stable internet connection, a device (laptop or smartphone), and possibly a headset for the best experience.
Yes, participants who complete the Micro Credentials course and meet any specified criteria will receive a certificate of participation.
Absolutely! Our Micro Credentials courses are interactive, allowing participants to ask questions and participate in discussions through chat or video/audio during designated Q&A sessions.
If you miss the live session, a recording of the Micro Credentials course will be available for a limited time. You can access it through your account on our website.