Applied Generative AI Specialization Bootcamp
3.500,00 EUR
- 200 hours
Offered by Purdue University Online in partnership with Microsoft Azure, this program equips professionals with the expertise needed to thrive in today’s fast-changing AI landscape. It combines academic excellence with practical learning through live classes, real-world projects, and hands-on experience with tools like ChatGPT, LangChain, Azure AI Studio, and DALL·E. The curriculum covers everything from core AI fundamentals to advanced Generative AI, agentic systems, and governance frameworks. Graduates emerge ready to lead in a GenAI-powered era, backed by recognized credentials from Purdue University Online and Microsoft.
About the Program
In collaboration with Purdue University
- Build and Launch GenAI-Powered Applications with the Applied AI Program
- Join interactive masterclasses led by Purdue faculty and experts
- Create GenAI and Agentic AI applications through 7+ practical projects
- 16 Week length program (8-10/week weekend classes)
- Ask us for the next cohort and schedule details!
Key Features
Course and material are in English
in collaboration with Purdue University Online
Intermediate to advanced level
16 weeks of live classroom by Purdue faculty
(8-10 hours/week, weekend classes)
70+ hours of live classes and mentor-led project support
200+ hours of study time and practice recommended
Flexible learning with session recordings and 24/7 access
Hands-on learning through 7+ real-world projects and a capstone project.
Master LLM fine-tuning, prompt engineering, and AI governance.
Microsoft Course completion certificate
Networking benefits via Purdue’s Alumni Association
Program completion certificate from Purdue University Online.
Learning Outcomes
At the end of this Bootcamp, you will be able to:
AI Development & Applications
Build AI-powered business intelligence assistants, autonomous systems with agentic frameworks (e.g., LangChain), and deploy copilots and chatbots using Microsoft Azure AI Studio and Copilot Studio. Implement real-world AI use cases such as HR assistants, generative design tools (DALL·E, Gradio UI), and scalable business applications on cloud platforms.
Core AI & Generative AI Knowledge
Develop strong AI literacy across machine learning types, deep learning concepts, and advanced LLM techniques (RAG, fine-tuning, prompt engineering). Understand key generative AI models like neural networks, GANs, and transformers, along with embeddings, vector databases, and open-source repositories for enhancing AI search and staying current with emerging models.
Hands-on Technical Skills
Gain practical expertise in Python using Jupyter Notebook and Google Colab, plus data preprocessing, visualization, feature engineering, and domain-specific model fine-tuning. Work with leading AI tools such as ChatGPT, Gemini, Claude, Hugging Face, and Stable Diffusion.
AI Optimization, Governance & Ethics
Evaluate and optimize LLM outputs through attention mechanisms, benchmarking, and risk assessment. Learn AI governance, ethics, compliance, and strategies to build secure, reliable systems.
Career Development & Credentials
Build a strong AI portfolio through real-world projects and industry-relevant case studies. Earn dual credentials with a Purdue University Online certificate and a Microsoft certification via Microsoft Learn, and access Purdue’s alumni network.
Skills Covered
- Python Programming
- Prompt Engineering
- AI Literacy & Generative AI Fundamentals
- Large Language Models (LLMs)
- Agentic AI & Autonomous AI Architectures
- LangChain Workflow Design
- Retrieval-Augmented Generation (RAG)
- LLM Fine-Tuning & Customization
- Stable Diffusion & AI Image Generation
- Transformers & Attention Mechanisms
- Variational Autoencoders (VAEs)
- Generative AI Application Development
- LLM Benchmarking & Evaluation
- Generative AI Governance & Ethics
About Purdue University
Purdue University is a leading public research university known for creating practical solutions to some of today’s most pressing problems. Recognized by U.S. News & World Report as one of the top 10 Most Innovative Universities in the U.S. for four consecutive years, Purdue is at the forefront of groundbreaking research and innovation.
An Engaging Learning Journey
Experience a collaborative classroom setting by connecting with peers and engaging with mentors in real time via Slack.
Learning Path
Python Fundamentals
Course 1
AI Literacy
Course 2
Advanced Generative AI: Models and Architecture
Course 3
Advanced Generative AI: Building LLM Applications
Course 4
Agentic AI Frameworks with Model Context and Tooling Protocols
Course 5
Advanced Generative AI: Image Generation Capabilities
Course 6
Generative AI Governance
Course 7
Capstone Project
Microsoft Azure AI Fundamentals: Generative AI
Elective Course
Microsoft Copilot Foundations
Elective Course
Purdue Academic Masterclass
Elective Course
Who Should Enroll in this Program?
This program caters to working professionals from various industries and backgrounds, fostering a collaborative and engaging learning atmosphere. With Generative AI emerging as a strong career path for both beginners and experienced experts, the Applied Generative AI Specialization is well-suited for individuals who have fundamental programming knowledge and an analytical mindset, and are eager to enhance their skills in the latest Generative AI innovations, including:
IT Professionals
Data Analysts
Business Analysts
Data Scientists
Software Developers
Analytics Managers
Data Engineers
Product Managers
Program Managers
Tech Consultants
Prerequisites
- Must be 18 years or older with a high school diploma (or equivalent)
- Should possess a basic grasp of programming concepts and mathematics
- Ideally have 2+ years of professional experience, though it’s not required
Statements
Licensing and accreditation
Applied Generative AI Specialization is offered in collaboration with Purdue University according to Partner Program Agreement and complies with the License Agreement requirements.
Equity Policy
Purdue does not provide accommodations due to a disability or medical condition of any students. Candidates are encouraged to reach out to AVC for guidance and support throughout the accommodation process.
Frequently Asked Question
Need corporate solutions or LMS integration?
Didn't find the course or program which would work for your business? Need LMS integration? Write us, we will solve everything!
Bootcamp Programs
Our Bootcamps are developed in collaboration with prestigious institutions ensuring you the best certification experience. These programs are purposefully designed to elaborate into a singular topic equipping you to attain the knowledge and skills needed to become a master in your chosen field!
