Advanced Executive Program In Applied Generative AI
- Offered bySimplilearn
- Private Institute
- Estd. 2010
Advanced Executive Program In Applied Generative AI at Simplilearn Overview
Duration | 4 months |
Start from | 15th Apr'25 |
Total fee | ₹1.40 Lakh |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Advanced Executive Program In Applied Generative AI at Simplilearn Highlights
- Earn a certificate after completion of course from IITM Pravartak
- Fee can be paid in installments
- 2-day Campus Immersion at IIT Madras Research Park
- Hands-on learning through 60+ exercises and 7 industry-relevant projects, with seamless access to integrated labs
Advanced Executive Program In Applied Generative AI at Simplilearn Course details
Python Programming
Explainable AI
Prompt Engineering
Variational Autoencoders
Generative Adversarial Networks
Transformers
LLM Architecture
Retrieval Augmented Generation
Attention Mechanism
Langchain for Workflow Design
GenAI Application Development
LLM FineTuning
LLM Benchmarking
Stable Diffusion
Generative AI Governance
Explore our advanced Applied Generative AI course to deploy cutting-edge techniques in real-world scenarios
Master GANs, VAEs, and prompt engineering, while utilizing tools like ChatGPT, DALL-E 2, OpenAI, and Hugging Face
Develop LLM applications, and hone fine-tuning skills.
Advanced Executive Program In Applied Generative AI at Simplilearn Curriculum
IITM AG: Program Induction
Kickstart your journey with our Applied Generative Specialization Program, covering all essential concepts in the generative AI domain
This unique Generative AI course is designed to elevate your career, providing comprehensive knowledge and skills to excel in the field
IITM AG: Python Fundamentals
Procedural and OOP understanding
Python and IDE installation
Jupyter Notebook usage mastery
Implementing identifiers, indentations, comments
Python data types, operators, string identification
Types of Python loops comprehension
Variable scope in functions exploration
OOP explanation and characteristics
IITM AG: Essentials of Generative AI, Prompt Engineering & ChatGPT
Cutting-edge knowledge: Learn generative AI, prompt engineering, and ChatGPT
Hands-on skills: Acquire a real-world understanding of various business applications
Effective gen AI utilization: Master the art of applying these technologies efficiently
Master prompt engineering: Grasp its significance in producing tailored outputs
IITM AG: Advanced Generative AI: Models and Architecture
Introduction to Generative Models
Large Language Models Architecture
Variational Autoencoders (VAEs)
Generative Adversarial Networks (GANs)
Attention Mechanisms and Transformers
IITM AG: Advanced Generative AI: Building LLM Applications
Langchain and Workflow Design
Advanced Prompt Engineering Techniques
LLM Application Development
LLM Fine-Tuning and Customization
Benchmarking and Evaluation of LLM Capabilities
LangChain for LLM Development
RAG with LangChain
IITM AG: Advanced Generative AI: Image Generation Capabilities
Stable Diffusion
Denoising
Autoencoders in Generative AI
Contrastive Learning Techniques
Shared Embedding Spaces
IITM AG: Generative AI Governance
Importance of Governance in AI
Governance Challenges in Generative AI
Ethical Principles in AI
Governance Structures and Committees
Risk Management in AI Projects
Integrating Governance into the AI Project Lifecycle
Evolving Regulatory Landscape
Future Trends in AI Governance
Advanced Executive Program In Applied Generative AI at Simplilearn Faculty details
Advanced Executive Program In Applied Generative AI at Simplilearn Entry Requirements
- N/A
A candidate must have completed bachelor's degree with an average of 50 percent or higher marks
2+ years of professional experience
Advanced Executive Program In Applied Generative AI at Simplilearn Admission Process
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