AI for Developers
Learn how to use artificial intelligence in the daily work of a programmer.
Ideal for teams that…
Hands-on AI and data analytics workshops — built around your team's real cases.
Understand the basics of artificial intelligence and machine learning techniques
Create effective prompts for ChatGPT and other AI models
Use GitHub Copilot to generate code, tests, and documentation
Analyze code and introduce fixes and refactoring with the help of AI
What you should know before we start
- Basic knowledge of programming in Python
- Interest in AI topics in IT
- Willingness to learn how to create efficient prompts and use AI tools in practice
What we actually do
Day 1
- · Introduction to AI
- · Discussion of artificial intelligence and machine learning techniques
- · Types of tasks, Computer Vision, Natural Language Processing, Generative AI
- · Language model technologies, LLM, SLM
- · Availability of GenAI, OpenAI API, open source
- · Development of ChatGPT
- · ChatGPT training mechanisms
- · AI environment, OpenAI API, TensorFlow
Day 2
- · Prompt Engineering (ChatGPT)
- · Mechanism of data consumption by the model
- · Interpretation of a prompt by an LLM
- · Creating prompts from scratch
- · Best practices and the most common mistakes in prompt creation
- · Limitations of ChatGPT, hallucinations, prompt and response length
- · Extended prompt structure, few-shot, chain-of-thought, role-prompting
- · Supporting the programmer
- · Business requirements analysis
- · Generating simple functions
- · Code correction
- · Test generation
- · Documentation generation
Day 3
- · Copilot
- · Discussion of GitHub Copilot contents
- · Environment configuration
- · Basic work with Copilot
- · Code and test generation
- · Code analysis, refactoring
- · Advanced functionalities
- · Limitations
From brief to retro in 30 days.
Brief & diagnosis
A call with the team lead + a short survey for participants. We define goals, gap and context.
Program customization
We adapt modules, case studies and code examples to your stack. Approval in 5 days.
Workshop
Trainer-led sessions, hands-on, code review. Mentor available between sessions too.
Retro + report
Outcome report for the team and lead. 30 days of consulting included.
Send a brief. We'll reply within 1 day.
After a short brief we'll prepare a program and a quote. No obligations — it's just a starting point.
Thank you!
We'll get back to you within 1 business day.
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