Certified Data Analyst with Generative AI Programme​

Week 0
Pre-programme setup (tech and assessment)


^{(1 hour's session)}
                                                                 
_{Learning outcomes}

Week 1
• Introduction to data analytics
• ​Expectation of data analyst​
• Business needs analysis

^{(2+2 hours' session)}
                                                                 
_{Understand data analytics and learn how data drives business values}

Week 2
Data preparation for business efficiency​


^{(2+2 hours' session)}
                                                                  
_{Leverage Power Query to extract and improve data quality}

Week 3
Data visualisation and DAX for business insight


^{(2+2 hours' session)}
                                                                 
_{Create data visuals and formula-based functions with DAX in Power BI}

Week 4
Impactful data storytelling​



^{(2+2 hours' session)}
                                                                
_{Craft data-driven narratives for business impact}

Week 5
Introduction to Generative AI for data analysts


^{(2+2 hours' session)}
                                                                
_{Apply GenAI and prompt engineering techniques for data analyses}

Week 6
Data analytics with GenAI



^{(2+2 hours' session)}
                                                                
_{Perform exploratory data analyses, data cleaning and profiling with GenAI}

Week 7
AI-assisted data analytics with basic programming


^{(2+2 hours' session)}
                                                                
_{Enhance your understanding of both programming basics and AI generated code}

Week 8
Analysing documents with GenAI



^{(2+2 hours' session)}
                                                                
_{Build document processing pipelines using LLMs and Retrieval Augmented Generation (RAG)}

Week 9
Agentic approach to analysing documents


^{(2+2 hours' session)}
                                                                 
_{Build multi-step document processing with RAG and LLM agents}

Week 10
• Applying data analytics back at work
• Final assessment

^{(2+2 hours' session)}
                                                                
_{Identify and explore business problems worth solving}

Upon completion, receive an exclusive certificate from PwC Malaysia and Newcastle University