Become a Generative Artificial Intelligence Practitioner and take your career to new heights
Take your AI skills to the next level with this practitioner-level certification designed for those ready to move beyond the basics. Learn how to implement, automate, and optimize real-world Generative AI solutions across industries. Equip yourself with hands-on expertise, use-case-driven projects, and guided mentorship to confidently apply GenAI in your work.
Duration
4 days / 32 hours
Level
Beginner to Intermediate
Delivery
100% Online - Instructor Led
Request For Information
Key Features
- 32 hours of instructor led training
- Fully Online
- Class recording available
- Interactive Learning
- Additional Coaching Session
Pre-Requisites
- Generative AI Associate Course (CGAI-A) or equivalent foundational knowledge in Generative AI.
- Recommended essential knowledge in :
Intermediate-level Python programming skills.
Experience with Jupyter Notebooks, using APIs, and basic scripting. - Familiarity with linear algebra, probability, and statistics at a basic to intermediate level.
Who Should Join
- Tech Professionals & Developers looking to build GenAI-powered applications and integrate AI tools into workflows.
- AI & ML Enthusiasts who want to go beyond theory and explore hands-on implementations of LLMs, diffusion models, and GANs.
- Educators & Researchers who are interested in using GenAI tools for content creation, academic research, or student learning enhancement.
- Data Scientists & Analysts who are seeking to expand their skill set into prompt engineering, fine-tuning, and multimodal AI applications.
Key Learning Outcomes
Upon completion, participants should be able to demonstrate each of the following outcome:-
- Understand the fundamental concepts and technologies behind generative AI.
- Explore various generative models (e.g., LLMs, GANs, Diffusion Models) and their applications.
- Develop skills in prompt engineering, model fine-tuning, and RAG-based systems.
- Build and deploy real-world generative AI applications across text, image, audio, and code domains.
- Recognize ethical, societal, and regulatory considerations of generative AI usage.
Course Modules Covered in the Certified Generative AI Practitioner Program
Module 1: Introduction to Generative AI
- What is Generative AI?
- History and Evolution
- Key Use Cases (Text, Image, Code, Audio, Video)
- Popular Models (GPT, DALL·E, Stable Diffusion, Claude, Gemini, etc.)
- Ethical and Societal Considerations
Module 2: Foundations of Machine Learning & Deep Learning
- Supervised vs Unsupervised vs Reinforcement Learning
- Neural Networks Basics
- Introduction to Transformers
- Training vs Inference
- Evaluation Metrics (Perplexity, BLEU, FID, etc.)
Module 3: Core Generative AI Models
- Large Language Models (LLMs)
- GPT, LLaMA, Mistral
- Tokenization, Attention, Fine-tuning
- Diffusion Models
- DALL·E, Stable Diffusion
- Generative Adversarial Networks (GANs)
- StyleGAN, Pix2Pix
- Multimodal Models
- CLIP, Flamingo, Sora
Module 4: Tools and Platforms
- OpenAI (ChatGPT, DALL·E, Codex)
- Hugging Face (Transformers, Diffusers)
- Google Vertex AI / PaLM
- Meta AI, Anthropic, Mistral
- Open-Source Libraries: LangChain, LlamaIndex, Autogen
Module 5: Prompt Engineering & Interaction
- Principles of Prompt Design
- Few-shot, Zero-shot, Chain-of-Thought Prompting
- Retrieval-Augmented Generation (RAG)
- Building Agents and Tool Use
- Guardrails and Hallucination Mitigation
Module 6: Fine-Tuning & Customization
- LoRA / QLoRA
- Parameter-Efficient Fine-Tuning (PEFT)
- Embeddings & Vector Databases (FAISS, Pinecone, Weaviate)
- Instruction Tuning vs RLHF
- Custom Chatbots & Assistants
Module 7: Applications of Generative AI
- Text: Chatbots, Writing Assistants, Summarization
- Code: Code Generation (Copilot, Codex)
- Image: Art Generation, Inpainting, Style Transfer
- Audio: Music & Voice Generation
- Video: Synthetic Media, Animation
- Multimodal Assistants (e.g., GPT-4o, Gemini)
Module 8: Risks, Ethics & Responsible AI
- AI Hallucinations
- Bias & Fairness
- Misinformation & Deepfakes
- Privacy & Data Leakage
- AI Governance and Regulation
Module 9: Building Real-World GenAI Projects
- Create a Chatbot using OpenAI API
- Build a RAG-based Knowledge Assistant
- Develop an Image Generator App
- Voice-to-Text Story Generator
- Deploying GenAI Apps (API, Web, Mobile)
Your Instructor
Thayanithy Jegan
Principal Data Scientist
CTO & Co-Founder of Thulija Technologies,
HRDF Certified Trainer and Consultant
CTO & Co-Founder of Thulija Technologies,
HRDF Certified Trainer and Consultant
A seasoned technology professional with over 17 years of industry experience as a software developer, solutions architect and technology consultant for major organizations. He is the Principal Lead Data Scientist at Thulija Academy.
Thayanithy Jegan has trained executives and developers in some of the leading organizations in Asia such as Maxis, IFCA, SWIFT, PSDC, DHL, Standard Chartered, Infineon Technologies, Siemens and Bank Negara to name a few. His expertise is highly sought after to help executives break into various technology stacks and as well as data science, big data, and artificial intelligence in Malaysia and regionally.
He has led major projects with clients such as Suruhanjaya Syarikat Malaysia (SSM), MYCOID, Kementerian Kerja Raya, Ministry of Education (MOE), Universiti Malaya, Perfisio Solutions, Kementerian Perdagangan Antarabangsa dan Industri, amongst others. He has also served as a Consultant for MIMOS Berhad, a Research and Development organisation that functions as an advisor to the Malaysian Government on technologies, policies and strategies relating to IT.
Our Training Methodology
Practical Assignments
We provide hands-on assignments that requires practical implementation.
Virtual Coaching Sessions
Online coaching sessions that happen over the phone, via video, or on a web platform.
1 Year Access to LMS
Get access to learning resources upto 1 year of class completion.
Live Project Experience
Hands-on learning and training gives participants the opportunity to experience real world situations.
Online Assessments
Participants can assess reflect on their own learning and their level/skills.
Free Industry Webinars
Stay current on market research trends, learn best practices through our webinar sessions.
Get in Touch With Us Today!
This training program is suitable for anyone who intends to enter into the field of Generative A.I Associate. This program is being conducted in Malaysia and can be joined by anyone, anywhere in the world remotely.
Program Fee
Public program price MYR 2,400.00 per pax.
Final payable amount MYR 899.00 per pax
One-time fee. One year access to course materials and resources.
Thulija Academy is a HRDF registered training provider. Our panel of expert trainers provide technology training for some of the biggest organizations in Asia.
READY TO KICKSTART YOUR CAREER?
Please fill in the form and a Program Advisor will reach out to you. You can also reach out to us at info@thulija.com or +60123661502
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