Advanced Executive Program In Applied Generative AI

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Course Overview : Advanced Executive Program In Applied Generative AI

This Applied Generative AI program empowers you to harness generative AI in practical, real-world applications. Gain hands-on expertise in key areas such as Agentic frameworks, large language models (LLMs), and prompt engineering. Explore advanced topics including fine-tuning, MCP, and AI-driven solutions that are shaping today’s industries.

Key Features

  • Program Completion Certificate

    Earn a recognized certificate upon successfully completing the program.

  • Live Expert-Led Curriculum

    70+ hours of interactive online classes delivered by industry leaders.

  • Masterclasses by Top Faculty

    Learn from live masterclasses conducted by leading AI experts and researchers.

  • Hands-On Learning

    Gain practical experience through 60+ exercises and 7 industry-relevant projects with integrated labs.

  • Build Generative AI Applications

    Apply your skills to develop real-world AI-enabled solutions.

  • Exposure to Cutting-Edge Tools

    Work with Copilot, Azure AI Studio, ChatGPT, OpenAI, DALL-E 2, Hugging Face, and other leading AI platforms.

  • Immersive Campus Experience

    Participate in a 2-day hands-on campus immersion at a premier AI research hub.

  • RAG-Based Application Development

    Learn to design and implement end-to-end Retrieval-Augmented Generation (RAG) applications.

  • Startup Incubation Opportunity

    Get a chance to have your AI startup supported and incubated by a technology foundation.

  • Microsoft Course Certification

    Receive official certificates for all completed Microsoft Learn courses.

Skills Covered

  • Python Programming
  • Prompt Engineering
  • Variational Autoencoders
  • Generative Adversarial Networks
  • LLM Architecture
  • Agentic Frameworks
  • Developing and Optimizing AI Agents
  • Langchain for Workflow Design
  • GenAI Application Development
  • MultiAgent systems using MCP
  • LLM Benchmarking
  • Stable Diffusion
  • Generative AI Governance

Career Benefits of Advanced Executive Program In Applied Generative AI

Boost your career by mastering generative AI, agentic frameworks, and hands-on AI applications. Gain a competitive edge with industry-recognized skills and real-world project experience.

Unlock opportunities in AI Product Development

Instructor-led
Learn from expert instructors in live, online sessions.
Get 24/7 learner support and access two full-length mock exams.
Choose a schedule that fits your availability.
Corporate Training
Choose from flexible pricing and billing options.
Join private cohorts tailored to your teams.
Track your training progress with intuitive dashboards.
Assess and benchmark your skills easily. Integrate seamlessly with your existing platforms.
Get support from a dedicated Customer Success Manager

Eligibility for Advanced Executive Program In Applied Generative AI

To enroll in the Advanced Executive Program In Applied Generative AI Program, participants should meet the following criteria:

  • Minimum of 5 years of professional work experience
  • Proficiency in written and spoken English for effective participation in live sessions and assignments

Prerequisites

  • No advanced prerequisites required
  • A general interest in AI, programming, and problem-solving is helpful
  • Anyone with a willingness to learn can apply

Course Content: Advanced Executive Program In Applied Generative AI

Section 1: AGS AI – Program Induction

1.01 Kickstart Your Journey with Applied Generative Specialization Program
1.02 Covering All Essential Concepts in Generative AI
1.03 Comprehensive Knowledge and Skills to Excel in the Field

2.01 Procedural and OOP Understanding
2.02 Python and IDE Installation
2.03 Jupyter Notebook Usage Mastery
2.04 Implementing Identifiers, Indentations, Comments
2.05 Python Data Types, Operators, String Identification
2.06 Types of Python Loops Comprehension
2.07 Setting Up GitHub Copilot and AI Code Tools
2.08 Writing Effective AI Prompts
2.09 Reviewing & Refining AI-Generated Code
2.10 AI for Code Optimization & Automation
2.11 Debugging AI-Suggested Code

3.01 Cutting-Edge Knowledge: Generative AI, Prompt Engineering, and ChatGPT
3.02 Hands-On Skills: Real-World Understanding of Business Applications
3.03 Effective Gen AI Utilization
3.04 Mastering Prompt Engineering for Tailored Outputs

4.01 Introduction to Generative Models
4.02 Large Language Models Architecture
4.03 Variational Autoencoders (VAEs)
4.04 Generative Adversarial Networks (GANs)
4.05 Attention Mechanisms and Transformers

5.01 LangChain and Workflow Design
5.02 Advanced Prompt Engineering Techniques
5.03 LLM Application Development
5.04 LLM Fine-Tuning and Customization
5.05 Benchmarking and Evaluation of LLM Capabilities
5.06 LangChain for LLM Development
5.07 RAG with LangChain

6.01 Introduction to Agentic AI and Key Characteristics
6.02 LLM Agent Architecture: Perception, Cognitive Engine, and Action Modules
6.03 LangGraph: Nodes, Routing, Orchestration, and Optimization
6.04 AutoGen: Multi-Agent Systems, Customization, and Collaboration
6.05 CrewAI: Agent Teams, Tools, Tasks, and Process Implementation
6.06 MCP Protocol: Standardized Integration, Messaging, and SDKs
6.07 Future Outlook: Enterprise Adoption, Governance, and Security

7.01 Stable Diffusion
7.02 Denoising
7.03 Autoencoders in Generative AI
7.04 Contrastive Learning Techniques
7.05 Shared Embedding Spaces

8.01 Importance of Governance in AI
8.02 Governance Challenges in Generative AI
8.03 Ethical Principles in AI
8.04 Governance Structures and Committees
8.05 Risk Management in AI Projects
8.06 Integrating Governance into the AI Project Lifecycle
8.07 Evolving Regulatory Landscape
8.08 Future Trends in AI Governance

9.01 Hands-On, Industry-Relevant Capstone Project
9.02 Compiling Every Course into a Portfolio-Worthy Project

AGS AI: Microsoft Azure AI Fundamentals – Generative AI

  • Explore the role of large language models as the backbone of generative AI.
  • Learn how Azure OpenAI Service provides access to cutting-edge generative AI technologies.
  • Understand how AI applications, like copilots, enhance productivity and operational efficiency.
  • Gain insights into fine-tuning prompts and responses for optimal performance.
  • Discover how Microsoft’s responsible AI principles guide ethical AI development.

AGS AI: Build a Foundation to Extend Microsoft 365 Copilot

  • Seamlessly integrate AI-driven assistance into Microsoft 365 workflows to automate tasks and boost efficiency.
  • Master the Copilot extension ecosystem, including declarative and custom agents, plugins, and connectors.
  • Develop Copilot extensions using familiar tools like Visual Studio Code and Microsoft Teams Toolkit.
  • Orchestrate business processes with AI-driven Copilot extensions to maximize productivity and reduce costs.
  • Learn to select the ideal Copilot extension strategy—built-in vs custom, low-code vs pro-code.
  • Manage and govern AI agents and data access efficiently through the Microsoft 365 admin center.

AGS AI: Academic Masterclass

  • Participate in live, interactive masterclasses led by faculty and alumni from premier institutes, gaining cutting-edge insights and practical knowledge in Generative AI and emerging technologies.

Advanced Executive Program In Applied Generative AI Projects

Project 1 – AI-Powered HR Assistant

Design a smart virtual assistant to handle HR-related queries efficiently. Utilize Python and OpenAI’s GPT models to deliver accurate, real-time responses.

Create an AI-driven logo generation tool using DALL-E and Gradio. Transform text prompts into unique, eye-catching logos, streamlining the design process.

Develop a dynamic storytelling platform using ChatGPT. Generate engaging, interactive narratives effortlessly, with no coding required.

Exam & Certification FAQs

What career growth resources does Nvidya provide for learners?

Nvidya offers comprehensive career support, including:

  • Access to workshops, networking tools, and community support
  • A smart tracker and job board to stay ahead in your job hunt
  • An AI Resume Builder to create ATS-friendly resumes
  • An AI-powered Mock Interview Coach for anytime practice
  • Guidance on the latest industry trends to keep your skills relevant

The application involves three easy steps:

  1. Submit your application by providing a brief overview of your education and work experience.
  2. Reserve your seat by completing the payment for admission.
  3. Once selected, you can start the program within 1 to 2 weeks.

Selected candidates will receive an admission offer, which must be accepted by paying the admission fee to confirm their place.

Our program alumni have been hired by top global companies such as Netflix, Amazon, Google, Bosch, Microsoft, Apple, LinkedIn, EY, Accenture, and Deloitte.

The program covers over 13 essential tools and platforms, including:

  • Python
  • ChatGPT
  • OpenAI
  • Hugging Face
  • Gemini
  • Microsoft Copilot
  • Azure AI Studio
  • DALL·E 2
  • LangChain
  • Gradio
  • Streamlit
  • Stability AI
  • Jupyter Notebook
CERTIFICATE FOR Advanced Executive Program In Applied Generative AI
THIS CERTIFICATE IS AWARDED TO
Your Name
FOR SUCCESSFUL PARTICIPATION IN
Advanced Executive Program In Applied Generative AI
Issued By NVidya
Certificate ID __________
Date __________

Success Stories

Zayed Al-Mansoori
Zayed Al-Mansoori

““A very simple, nice and easy course.””

“The course perfectly balances theory and practice. The AI-powered projects, especially the HR assistant and storytelling app, allowed me to gain confidence in building real AI solutions.”

Aanya Sharma
Aanya Sharma

““Transformative and hands-on!””

“This course gave me practical exposure to AI applications like ChatGPT and DALL-E, and the projects helped me understand how to implement AI in real-world scenarios. It’s truly a career-changing experience.”

Why Choose This Program?

Develop In-Demand Skills

Gain practical expertise crafted with industry and academic input.

Learn from Seasoned Professionals

Learn from seasoned professionals sharing real-world insights and case studies.

Engage in Applied Learning

Build skills through hands-on projects with real data and virtual labs.

Benefit from Continuous Support

Enjoy 24/7 access to mentors and a supportive learning community.

Frequently Asked Questions

How long does it take to complete the Advanced Executive Program in Applied Generative AI?

The anticipated time to complete the program is 4 months.

The course is led by industry experts and experienced professionals from the data and AI domain. Faculty undergo a thorough selection process, including profile assessment, technical examination, and a training presentation. Masterclasses may also be delivered by faculty and alumni from premier institutes such as IITM and other IITs.

Upon completion, you will receive a joint certificate of completion from IITM Pravartak Technologies Foundation and Nvidya.

To join the Advanced Executive Program, you should meet the following requirements:

  • A bachelor’s degree with 50% or higher marks
  • Basic understanding of coding concepts and mathematics
  • Two years or more of work experience (preferred)

Generative AI is transformative across multiple industries, including entertainment, media, healthcare, fashion, gaming, and content creation. It enables tasks like generating virtual characters, synthesizing medical images, and creating personalized designs, thereby enhancing creativity, efficiency, and innovation.

Future trends in RAG (Retrieval-Augmented Generation) include improved algorithms for more accurate information retrieval, enhanced neural networks—especially transformer architectures—for faster and more reliable data processing, and increased efficiency in pattern recognition and contextually relevant responses. In the course, you will explore these trends and their applications in real-world AI systems.

Proficiency in Microsoft Copilot equips you with AI-powered skills to enhance productivity, automate tasks, optimize workflows, and make data-driven decisions, which are highly valued across industries, boosting your career growth and opportunities.

RAG offers several benefits for business intelligence, including access to vast information by combining retrieval-based and generative models, real-time information for decisions based on the latest data, contextual understanding by retrieving relevant documents before generating responses, better query comprehension, tailored insights specific to business needs, and enhanced functionality when integrated with existing BI tools.

Yes. You are eligible for one complimentary cohort change within the first 60 days of enrollment. Additional cohort changes can be requested by paying the applicable fee. For assistance, contact the support team.

Yes. If your access expires and you have pending assignments or projects, you can request an extension of either 30 days or 3 months by paying a nominal fee. During this period, you can access recorded sessions and complete remaining requirements.

Yes, Nvidya’s Applied AI course is offered through a third-party collaboration with IITM Pravartak Technologies, a renowned startup institution recognized for its excellence in technology and engineering education. This partnership ensures you gain access to a high-quality curriculum that combines strong academic foundations with practical industry insights.