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Applied Generative AI Specialization

Live Online (VILT) & Classroom Corporate Training Course

Master Generative AI with Purdue University's online course, covering prompt engineering, LLMs, and AI application development. Gain hands-on experience and earn an elite certificate.

Expert-Led VILT & Classroom Hands-On CloudLabs Certification Voucher Available
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Overview

TheApplied Generative AI Specializationis a comprehensive program designed to equip professionals with the skills to deploy Generative AI techniques in real-world scenarios. Offered by Purdue University Online in collaboration with Simplilearn, this course provides a holistic understanding of applied Generative AI, covering everything from foundational concepts like GANs and VAEs to advanced topics such as LLM application development, RAG, and fine-tuning. The program includes 50+ hours of live online classes, hands-on projects, and exclusive masterclasses by Purdue faculty, ensuring a deep and practical learning experience.

Objectives

By the end of this course, leaner will be able to:

  • Master key Generative AI concepts, including GANs, VAEs, and transformers.
  • Develop proficiency in prompt engineering and the deployment of LLMs (Large Language Models).
  • Gain hands-on experience in building AI-enabled applications using tools like ChatGPT, Copilot, and Azure AI Studio.
  • Implement advanced AI techniques like RAG (Retrieval Augmented Generation) and fine-tuning LLMs.
  • Understand and apply AI governance and ethical considerations in real-world scenarios.

Prerequisites

Basic to intermediate knowledge of Python programming. A foundational understanding of machine learning and AI concepts. An interest in exploring advanced Generative AI techniques and applications. A desire to work on hands-on projects and industry-relevant assignments. Motivation to upskill and stay ahead in the rapidly evolving field of AI.

Course Outline

  • Introduction to Generative AI concepts: GANs, VAEs, and their applications.
  • Python programming essentials for AI development.

  • Deep dive into transformers, attention mechanisms, and their significance in LLMs.
  • Exploring LLM architecture and its real-world applications.

  • Techniques for effective prompt engineering to optimize AI models.
  • Practical applications of LLM fine-tuning for specific tasks.

  • Hands-on projects involving tools like ChatGPT, Copilot, and Azure AI Studio.
  • Developing and deploying AI-enabled applications using Langchain for workflow design.

  • Understanding and implementing Retrieval Augmented Generation (RAG).
  • Benchmarking LLM performance and exploring ethical AI practices.

Available Training Modes

Pick the format that fits your team.

Same authorised curriculum, same trainers, same hands-on cloud labs — delivered the way that works for you.

Live Online (VILT)

Real-time instructor-led sessions over Zoom or Teams. Same classroom, different time zones.

Most popular

Classroom

Face-to-face training delivered at your office, our Bengaluru centre, or any partner venue worldwide.

Onsite

Self-Paced

Recorded sessions plus 24/7 access to cloud labs and assessments. Learn at the pace that works for each engineer.

On-demand

Blended

Live workshops with self-paced reinforcement and project-based labs. Best for hybrid teams across regions.

Hybrid teams
All modes include: hands-on cloud labs, recordings, assessments, certificate of completion. Talk to a solutions advisor →

Our Training Process

How a course becomes measurable skill.

One contract, five steps, zero handoffs. From discovery to deployment, the same Synergific team owns the outcome — not a chain of vendors.

5 Steps from your scoping call to certified, productive engineers.
01

Discover & set goals

We start with a scoping call to understand your team's current skill level, target outcomes, deadlines, and certification needs — then translate that into a measurable success plan with named owners on both sides.

02

Curate the right path

We map the optimal learning path — instructor-led, self-paced, or blended — with hands-on cloud labs, prerequisite refreshers, and certification vouchers built in. No filler modules, no padded curriculum.

03

Deliver hands-on training

Authorised trainers run live sessions backed by 24/7 cloud labs and real-world projects. Theory and practice on the same day — learners stop forgetting concepts before they get to apply them.

04

Assess & mentor

Continuous skill checks, mock exams, and 1:1 mentoring keep the program honest. If anyone falls behind, we course-correct in-flight — you'll never find out at the end that two engineers couldn't keep up.

05

Certify & apply on the job

Voucher-backed certification, post-training office hours, and 30-day reinforcement so skills land on real work — not just on the exam scorecard. Success measured after the course ends, not before.

Client Stories

What our clients say

Voices from L&D leaders, architects, and program managers who’ve trusted us with their upskilling.