• Foundations of Machine Learning and Generative AI.
• Generative AI Algorithms: Neural Networks, GANs, and Transformers.
• Large Language Models (LLMs) and Their Applications in Chatbots.
• Image Generation Techniques: GANs, Diffusion Models, and VAEs.
• Hands-On Practice with AI Tools: Chat GPT, Stable Diffusion, and more.
• Explore Video Generation using Generative AI.
• Prompt Engineering for Chatbots and AI-Driven Image Generation.
   

• Introduction to Generative Models
• Large Language Models Architecture
• Variational Autoencoders (VAEs)
• Generative Adversarial Networks (GANs)
• Attention Mechanisms and Transformers
   

• Langchain and Workflow Design
• Advanced Prompt Engineering Techniques
• LLM Application Development
• LangChain for LLM Development
• RAG with LangChain
• LLM Fine-Tuning and Customization
• Benchmarking and Evaluation of LLM Capabilities
   

• Introduction to Agentic Frameworks and Their Applications.
• Open-Source Agent Frameworks: LangChain and Comparable Tools.
• Core Agentic Concepts: Memory Storage, Goal-Setting, and Adaptive Interactions.
• AI Agents: Dynamic Decision-Making and Response to Inputs.
• Step-by-Step Live Demonstration of Agent Building and Debugging.
• Hands-On Workshop: Developing, Testing, and Optimizing Custom AI Agents.
• Evaluating Agent Performance and Applying Iterative Improvements.

• Stable Diffusion
• Denoising
• Autoencoders in Generative AI
• Contrastive Learning Techniques
• Shared Embedding Spaces

• 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

At the end of this Applied Generative AI Program, bring your newly acquired skills together with a hands-on, industry-relevant capstone project that compiles every course into one portfolio-worthy capstone.

• Understand how large language models form the foundation of generative AI
• Describe how Azure OpenAI Service provides access to the latest generative AI technology
• Understand how generative AI applications, such as copilots, support efficiencies
• Describe how prompts and responses can be fine-tuned
• Describe how Microsoft's responsible AI principles drive ethical AI advancements

Attend an online interactive masterclass and get insights about advancements in technology/techniques in Generative AI.

• Create copilots and work with the Microsoft Copilot Studio interface
• Publish bots and analyze performance
• What is Azure AI Studio?
• Build a Retrieval Augmented Generation (RAG)-based copilot solution
• Understand how to ground your language model
• Build a copilot with prompt flow

Create a task manager with user authentication, supporting login and registration. Users can add, view, complete, and delete tasks, with persistent data storage using file handling.

Develop an AI-driven HR assistant leveraging OpenAI's GPT and Gradio UI to efficiently retrieve information from HR policy documents, simplifying access to HR-related queries.

Create a platform that converts text prompts into visual designs using OpenAI’s DALL·E and Gradio UI, transforming content creation for marketing purposes.

Develop Insight and Forge, an AI-powered business intelligence assistant that leverages RAG and LLMs to analyze business data, identify trends, and deliver actionable insights through interactive visualizations for enhanced user experience.

Develop an application that integrates LangChain with the OpenAI API to utilize DALL·E for image generation—transforming text-based descriptions into realistic images and artwork.

An AI professional is responsible for designing, developing, and optimizing artificial intelligence models and algorithms to address complex challenges or streamline organizational tasks. They work extensively with large datasets, build machine learning systems, and collaborate across teams to embed AI solutions into products and workflows. Their role also involves training models and leveraging the latest AI advancements to enhance performance and drive efficiency.

This program is led by seasoned industry professionals with deep expertise in areas such as machine learning, natural language processing, Google Cloud, and computer science. Instructors are carefully selected for their subject-matter knowledge, industry credentials, and proven teaching skills to ensure you gain high-quality learning and valuable real-world insights.

The application process for this Applied Artificial Intelligence program consists of three key steps:

1. Application Submission: Prospective learners must complete and submit an application outlining their interest and goals for joining the course.

2. Evaluation and Shortlisting: An admissions panel reviews all applications and shortlists candidates based on their responses.

3. Enrollment: Shortlisted candidates can begin the course within 1–2 weeks.

Please note, once selected, candidates are required to pay the course fee using any of the available payment methods before starting their learning journey.

Your post-program salary will vary based on factors like your role, industry, and overall experience. However, professionals in Applied Generative AI can expect to earn an average annual salary of approximately USD 105,424 in the US and INR 10.4 Lakhs in India.

This Applied AI course empowers you with the expertise to build and deploy AI-powered solutions that streamline processes and support smarter decision-making. As demand for Generative AI professionals continues to grow, upskilling in this domain can pave the way to leadership roles in AI strategy and innovation. Career opportunities you can pursue include:

• AI Developer

• Machine Learning Engineer

• Data Scientist

• AI Consultant

• AI Engineer specializing in development and code implementation

Applied AI leverages techniques such as machine learning, natural language processing, and computer vision to solve real-world problems, streamline operations, and support intelligent decision-making. It enables automation of routine tasks, enhances customer experiences, powers predictive analytics, and even drives autonomous technologies like self-driving vehicles. As emerging technologies continue to evolve, the applications of Applied AI are rapidly expanding across industries including healthcare, finance, manufacturing, and retail. Web developers are also increasingly integrating free generative AI tools and other AI platforms to boost productivity and improve project outcomes.

The distinction between AI and Applied AI lies in their focus and scope. Artificial Intelligence (AI) is a broad discipline encompassing the development of systems that emulate human intelligence—such as learning, reasoning, and problem-solving. Applied AI, however, centers on the real-world implementation of these techniques. It translates core AI concepts—like machine learning—into tangible solutions, such as fraud detection systems or customer service chatbots. In essence, Applied AI is the practical execution of AI, designed for specific industries or use cases.

This program features several hands-on projects designed to help you build a strong Generative AI portfolio. One key project involves developing a complete business analysis tool from scratch, leveraging Natural Language Processing (NLP) and Retrieval-Augmented Generation (RAG) techniques.

Yes, NVidya’s Applied Generative AI Specialization, in partnership with Purdue University, qualifies for employer reimbursement. We recommend checking with your HR department or employer to confirm the specific details of educational benefits or tuition assistance programs. Additionally, Purdue accepts tuition vouchers, simplifying the reimbursement process. To facilitate this, NVidya provides completion certificates, detailed receipts, and course breakdowns, which can be submitted to your employer or HR department for reimbursement.

The demand for professionals in applied generative AI continues to grow. This course provides learners with hands-on skills to create AI-generated content, design chatbots, and develop innovative solutions across various industries. Here are some key benefits of the course:

• Receive a joint program certificate from Purdue University Online and NVidya

• Gain exclusive access to Purdue’s Alumni Association

• Get hands-on experience with cutting-edge tools like Copilot, ChatGPT, Hugging Face, Azure AI Studio, and OpenAI

• Attend live online masterclasses conducted by Purdue faculty and staff

To qualify for the Applied Generative AI Specialization, applicants should hold a bachelor’s degree in a relevant field. This program is suitable for both beginners and experienced professionals. While prior knowledge of artificial intelligence is advantageous, it is not a requirement. Additionally, no previous work experience is necessary to enroll.

Upon successful completion of the Applied Generative AI Program, you will receive a joint certificate of completion from Purdue University Online and NVidya.

Definitely! NVidya provides numerous opportunities to enhance your skills in AI and Machine Learning. You can enroll in advanced certification training or specialized courses to hone specific expertise. Whether you're looking to master new tools or stay updated with the latest trends, we have a course for you. These programs are designed to boost your knowledge and ensure you remain competitive in the AI and Machine Learning landscape.

Explore similar programs offered under AI and Machine Learning:

• Machine Learning Online Course

• Generative AI for Business

• Generative AI and Machine Learning

• Introduction to Generative AI

No

Yes, NVidya for Business provides learning solutions focused on the latest AI and digital skills, including industry-recognized certifications. We collaborate with Fortune 500 companies and mid-sized businesses to deliver skill-based certification training and role-specific learning paths as part of their talent development strategy. Additionally, we offer NVidya Learning Hub+, a comprehensive learning library with unlimited access to live and interactive training for your entire workforce. Our curriculum consultants work closely with each client to choose and implement the learning solutions that best align with their team’s needs.