AI 2-day Workshop
This training is designed for software developers who want to enhance their skills using the latest and available artificial intelligence (AI) tools. It is a hands-on workshop led by SSW AI specialists who will cover the rapidly evolving field of Generative AI. Tailored for the everyday developer looking to upskill and increase their everyday productivity with AI, the workshop includes practical applications starting from text and image generation, then development tools, to building AI assistants.
Agenda
Day 1: Generative AI and LLMs
- Machine Learning - How models are built and trained
- What is generative AI?
- Learn text, image, audio, and video generation
- ChatGPT, DALL-E, Midjourney, Claude, Llama
- Prompt engineering
- Tokens, prompt tuning, chain prompting, system prompts
- Prompt practice
- Understanding custom GPTs
- Build a custom GPT
Day 2: Applications of Generative AI
- GitHub Copilot
- Using the OpenAI API
- Embeddings
- Semantic Kernel
- Plugins, planners, semantic memory
- Demo app, or similar
- Build a custom Assistant with the OpenAI API
Presenters
Calum is a distinguished enterprise software consultant specialising in Microsoft technologies, including Azure, SharePoint, Dynamics 365/Power Platform, and C# .NET. He also brings a strong proficiency in both Angular and React to his diverse skill set. Boasting over a decade of experience, Calum has successfully spearheaded web projects across a spectrum of environments, from agile two-person startups to some of the most prominent corporations in Australia. His versatility in handling projects of various scales speaks to his adaptability and prowess in the field.
Jernej Kavka (JK) is a Microsoft MVP and Solution Architect at SSW, bringing over 15 years of experience in full-stack .NET development, solution architecture, and AI integration across industries including insurance, banking, mining, auctions, and entertainment. JK is passionate about modern application development with .NET Core, EF Core, and AI, and is dedicated to mentoring and knowledge sharing. With expertise in ASP.NET Core, Angular, and Azure DevOps, JK is also skilled in Windows platform development, transforming legacy applications (using C#, WinForms, and WPF) into modern solutions with Windows Store, UWP, and Xamarin. As a Microsoft AI MVP, he frequently develops AI-driven solutions using tools like Azure OpenAI, small language models (SLMs) for offline AI, and retrieval-augmented generation (RAG) systems. JK’s work philosophy emphasizes delivering solutions that empower teams, streamline processes, and ensure sustainable client success.
Introduction
SSW is exploring the evolving field of AI for software development, and actively encourages employees to integrate use AI into their work. Since Generative AI has become widely adopted, our developers have been taking advantage of it, and are building better software faster and significantly boosting SSW’s productivity. This workshop aims to share the knowledge of these great modern tools to help others.
Who Should Attend
Developers of all skill levels with any level of AI experience.
What’s Included?
- Directed learning with hands-on exercises
- Mentoring from SSW AI experts
- Source code and project templates for reference
- Catering (morning tea, lunch & afternoon tea)
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