University & vocational students | 4 × 90 min a month × 12 months (48 lessons)
AI Career
Workflow automation, AI agents and RAG apps at a professional level, plus JDLA G-Certificate prep and a job-hunting portfolio.
What you'll be able to do after one year
- Design and implement business automation and AI agents
- Build a RAG application and explain it end to end, including evaluation and security
- Prepare for the G-Certificate (JDLA Generalist exam) and complete a portfolio you can talk about in job interviews
Tools used: ChatGPT / Claude / Gemini, Python, SQL, Google Apps Script, no-code automation (Zapier, Make, etc.), AI APIs, vector databases, GitHub
Curriculum (48 lessons)
Based on your skills test result, Beginners start in month 1, Intermediate learners in month 5 and Advanced learners in month 9 (earlier lessons remain available for review).
STEP 1 Get to know AI
Month 1: Generative AI Basics and Rules
- 1How LLMs Work and Their Limits
- 2University AI Policies and Reports
- 3Data Leaks, Contracts and Terms of Use
- 4Choosing Between the Main Tools
STEP 1 Get to know AI
Month 2: Prompt Design and Knowledge Work
- 1Structured Prompts
- 2Research and Reading Papers
- 3Creating Documents and Slides
- 4Building a Prompt Library
STEP 1 Get to know AI
Month 3: Data Analysis (Python and SQL)
- 1Data Analysis with Python and AI
- 2Introduction to SQL
- 3Visualisation and Dashboards
- 4Showcase 1 (Data Analysis) Showcase
STEP 2 Use AI
Month 4: Business Automation
- 1Breaking Down Workflows
- 2No-Code Automation
- 3Google Apps Script x AI
- 4Measuring the Impact of Automation
STEP 2 Use AI
Month 5: LLM API Development
- 1API Basics and Key Management
- 2Structured Output and Tool Calling
- 3Turning It into a Web App
- 4Cost and Rate Limits
STEP 2 Use AI
Month 6: AI Agents
- 1What Is an Agent?
- 2Agent Design
- 3Human Checkpoints (Approval)
- 4Showcase 2 (Automation and Agents) Showcase
STEP 3 Create with AI
Month 7: RAG App Development
- 1Embeddings and Vector Search
- 2Document Preprocessing and Chunking
- 3Evaluating RAG
- 4Citations and UI
STEP 3 Create with AI
Month 8: Evaluation, Security and Operations
- 1Prompt Injection
- 2Personal Data, Copyright and Internal Rules
- 3Logging and Monitoring
- 4Designing Quality Evaluation
STEP 3 Create with AI
Month 9: Development Project
- 1Problem Setting and Requirements
- 2Development
- 3User Testing
- 4Showcase 3 (Project) Showcase
STEP 4 Get results with AI
Month 10: G-Certificate Exam Prep
- 1AI History and Machine Learning Methods
- 2Deep Learning
- 3Law, Ethics and Social Implementation
- 4Mock Exam
STEP 4 Get results with AI
Month 11: Job-Hunting Portfolio
- 1Portfolio Design
- 2Polishing GitHub and Writing Technical Articles
- 3Talking About AI Experience in Interviews
- 4Real-Project Case Study
STEP 4 Get results with AI
Month 12: Graduation
- 1Comprehensive Review
- 2Finishing the Final Project
- 3Rehearsal
- 4Graduation Showcase Showcase