This course has been certified by the CPD Certification Service as conforming to continuing professional development principles. Find out more.

Master generative AI architecture and advanced prompt engineering techniques

Transform into a skilled GenAI architect capable of designing and implementing AI solutions from end to end on this online course.

In just two weeks, you’ll explore generative AI system architectures, enterprise-level large language model (LLM) integration strategies, and advanced prompt engineering to deliver reliable, high-impact AI applications.

Through hands-on activities, you’ll build sophisticated conversational systems, optimise complex prompt workflows, and craft AI-driven customer support tools with human-like interaction capabilities.

Understand generative AI foundations and enterprise integration

Gain a solid grounding in the core architecture of generative AI systems and learn how to effectively integrate enterprise LLMs from multiple providers.

You’ll explore design principles that ensure scalability, reliability, and maintainability within business environments.

Examine real-world strategies for deploying generative AI in large-scale applications, including security, compliance, and performance considerations that drive business outcomes.

Master advanced prompt engineering techniques

Develop skills to construct complex, multi-step prompt chains and optimise contextual inputs for maximum response quality. You’ll learn to build workflows that handle diverse use cases, ensuring prompts are precise, efficient, and adaptable.

Fully understand how to refine prompts to minimise errors and improve user engagement in conversational systems.

Build scalable AI applications with measurable impact

Design and implement production-ready generative AI use cases, including conversational assistants and customer support applications.

You’ll walk away with frameworks for measuring ROI and aligning AI deployments with strategic business.

Explore our ExpertTrack: AI and Data Engineering.

Syllabus

Week 1
Understanding GenAI Fundamentals and Architecture
- Lesson 1: Course Introduction
  An introductory session that provides an overview of the course structure, objectives, and key concepts. It will also guide you in setting up your technical environment, ensuring you're ready for future lessons.
- Lesson 2: Introduction to Generative AI
  Learn about the transformative impact of GenAI on software engineering and development. Explore the core architectural components of GenAI systems and understand how these technologies are applied in enterprise environments.
- Lesson 3: Large Language Models (LLMs)
  Take an in-depth look at LLMs, central to GenAI. Explore the architecture, capabilities, and differences between models like GPT and Claude. Gain the knowledge needed to integrate LLMs effectively into development workflows.
- Lesson 4: GenAI Use Cases
  Examine key GenAI use cases across industries, from customer support to content creation and decision support. Learn how businesses apply GenAI and identify opportunities to leverage it within your own organisation.
Week 2
Mastering Prompt Engineering and Application Development
- Lesson 5: Prompt Engineering Basics
  Delve into the fundamentals of prompt engineering to achieve reliable AI responses. Gain hands-on experience in creating and testing prompts for various business scenarios, building a strong foundation for advanced techniques.
- Lesson 6: Advanced Prompt Engineering
  Explore advanced prompting strategies for complex, multi-step tasks. Learn to optimise context windows, implement error handling, and craft prompts for real-world business scenarios requiring higher levels of intelligence.
- Lesson 7: Use Case Implementation
  Apply prompt engineering skills by building a customer support chatbot. Develop response templates, conversation flows, and quality assurance processes to ensure your AI system is effective, reliable, and ready for real-world use.
- Lesson 8: Course Conclusion
  Reflect on the key skills and techniques you've mastered in the course. Get practical advice on applying your expertise in real-world settings and explore pathways for further growth and specialisation in the evolving GenAI field.

Who is this accredited by?

The CPD Certification Service:

The CPD Certification Service was established in 1996 and is the leading independent CPD accreditation institution operating across industry sectors to complement the CPD policies of professional and academic bodies.

When would you like to start?

Start straight away and join a global classroom of learners. If the course hasn’t started yet you’ll see the future date listed below.

Available now
Join - $69

Learning on this course

On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments.

What will you achieve?

By the end of the course, you‘ll be able to...

Apply GenAI system architecture principles to design scalable AI applications.
Construct advanced prompt engineering patterns for different business use cases.
Implement interactive prompt building workflows with real-time optimization.
Develop customer support conversation systems with quality assurance frameworks.

Who is the course for?

The course is perfect for software engineers, product managers, data scientists, and business analysts seeking practical skills to design, implement, and optimise generative AI solutions and prompt workflows within enterprise contexts.

Who will you learn with?

Paul Siegel

Who developed the course?

Starweaver

Starweaver is a next generation platform that engages your workforce as no other. Combining business and technical skills, Starweaver provides real-time skill building that is in line with your business objectives and strategies, and in your associates day to day tasks and jobs.

What's included?

This is a premium course. These courses are designed for professionals from specific industries looking to learn with a smaller group of like-minded individuals.

Unlimited access to this course
Includes any articles, videos, peer reviews and quizzes
Certificate of Achievement to prove your success when you're eligible
Download and print your Certificate of Achievement anytime

Join - $69

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