Generative AI for Developers
Contact IT Dojo for current pricing, available dates, and a custom quote tailored to your team or organization.
Course Duration
3 Days
Audience
Employees of federal, state and local governments; and businesses working with the government.
Prerequisites
No prerequisites required.
Course Description
This course introduces developers to the principles and practical applications of Generative AI. Students learn how large language models work, how to integrate GenAI APIs into applications, prompt engineering techniques, retrieval-augmented generation, and responsible AI practices . enabling them to build intelligent, AI-powered features into real-world software.
Learning Objectives
- Build a solid understanding of generative AI techniques and their applications in software.
- Gain hands-on experience with popular models,including GANs, VAEs, and Transformers.
- Learn to utilize AI as your paired programming partner
- Gain hands on experience creating AI assisted requirements, design, code and tests
- Address ethical, legal, and safety considerations of generative AI, including bias mitigation and responsible content generation.
Course Outline
Introduction to Generative AI
- Introduction to Generative AI Understand generative AI concepts and applications.
- Trace the evolution of generative AI technologies.
- Identify types of generative models and their uses.
- Learn key concepts: machine learning, neural networks, transformers.
- Review popular generative models like GPT and Codex.
Introduction to Prompt Engineering
- Introduction to Prompt Engineering Explore prompts' role in guiding AI outputs.
- Craft effective prompts for various tasks.
- See how prompt specificity shapes results.
- Experiment with prompt variations for desired outcomes.
Deep Dive into AI Models
- Deep Dive into AI Models Understand architectures of popular AI models.
- Ask, Edit, or Agent mode
- ChatGPT, Claude sonnet, Grok
- Evaluate free and premium models for AI assisted development
- Utilize AI assisted coding in your IDE
- Assess model performance and limitations.
The SDLC and Environment
- The SDLC and Environment Setting up your development environment
- Understanding the SDLC
- Choosing tools and AI models
- Establishing rules for iterative development
Developing Application Requirements
- Developing Application Requirements Step 1 – creating a product objectives document
- Step 2 – Create User Stories (use-cases) for critical features
- Step 3 – Review
Architecture and AI Assisted Design
- Architecture AI assisted design
- Using mermaid to depict architecture
- Generating design documents
- AI Assisted Design AI assisted test-driven design
- Creating an object-model
- AI generated documentation and mermaid diagrams
AI Assisted Coding
- AI Assisted Coding Inline code assistance
- Agent mode coding
Frequently Asked Questions
What does the Generative AI for Developers course cover?
This course introduces developers to the principles and practical applications of Generative AI. Students learn how large language models work, how to integrate GenAI APIs into applications, prompt engineering techniques, retrieval-augmented generation, and responsible AI practices . IT Dojo delivers it as live instructor-led training for government and business professionals.
How long is IT Dojo's Generative AI for Developers training?
Generative AI for Developers is a 3 days course. It is available as live remote online instruction or on-site at your facility.
Is this course available as live remote online training?
Yes. IT Dojo offers Generative AI for Developers as live remote online training led in real time by a certified instructor. On-site delivery at your government facility or contractor location is also available.
Who should attend this course?
Employees of federal, state and local governments; and businesses working with the government.
Does IT Dojo offer this training on-site at government or DoD facilities?
Yes. IT Dojo delivers Generative AI for Developers on-site at government agencies, DoD commands, military installations, and contractor facilities. On-site training is ideal for teams and can be customized to your organization's workflows. Contact IT Dojo to schedule.
How do I register for this course?
IT Dojo training is employer sponsored. Your organization registers and pays for seats. To schedule Generative AI for Developers for your team, contact IT Dojo via the Request Training form or call 757-216-3656.