Maria Heloisa Prado

Welcome to an exclusive skills challenge from the Google Cloud Data Analytics & AI Community Brazil. This hands-on opportunity is designed to sharpen your expertise in modern data engineering, Machine Learning, and Generative AI on Google Cloud.The challenge is structured as a clear, three-part journey: you will begin by mastering the foundational Lakehouse architecture. Next, you will dive into BigQuery ML, learning to create models and executing a real-world classification use case to predict visitor purchases. Finally, you will integrate LLMs like Gemini with BigQuery, using SQL for intelligent text analysis and insight generation. Completing all modules will prove your comprehensive ability to manage and analyze data, from its foundation to advanced AI prediction. Good luck!