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Matheus Butinhão

Учасник із 2023

Золота ліга

Кількість балів: 3900
Data2Insights Immersion Track - Data Analytics & AI Community Brazil Earned бер. 16, 2026 PDT
Data2AI Immersion Track - Data Analytics & AI Community Brazil Earned жовт. 6, 2025 PDT
BQ4AI Challenge - Data Analytics & AI Community Brazil Earned жовт. 1, 2025 PDT
Ingest2AI Challenge - Data Analytics & AI Community Brazil Earned лип. 4, 2025 PDT

Welcome to this comprehensive immersion track, proudly presented by the Google Cloud Data Analytics & AI Community Brazil! This journey is more than a technical challenge; it is a deep dive into the modern data lifecycle, using the world of soccer as our playground.We have curated this learning path to provide a holistic understanding of how data flows from raw ingestion to strategic sharing, equipping you with the practical skills to master BigQuery as the powerhouse of your data operations.

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Welcome, members, to this comprehensive immersion track, proudly presented by the Google Cloud Data Analytics & AI Community Brazil! This is more than just a challenge; it's a deep dive designed to take you on a complete journey through the modern data lifecycle on Google Cloud. We have curated this learning path to provide you with a holistic understanding of how data flows from its source to delivering actionable business value, equipping you with the practical skills needed to excel in today's data-driven world.Throughout this track, you will master the three core pillars of data and AI. You'll start with Data Engineering, building real-time streaming pipelines with Dataflow, managing data replication with Datastream, and orchestrating complex workflows with Cloud Composer. Next, you will transition into Machine Learning, where you'll build everything from demand forecasting and fraud detection models with BigQuery ML to complete MLOps solutions. Finally, you will focus on Busin…

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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!

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Welcome, everyone, to a new hands-on learning opportunity, brought to you by the Google Cloud Data Analytics & AI Community Brazil! We are excited to launch this skills challenge designed to sharpen your expertise in two of the most critical areas in the modern data landscape. This is a chance to not only test your knowledge but also to engage with cutting-edge tools and methodologies that are shaping the future of data engineering and artificial intelligence. In this challenge, you will tackle two key labs that bridge core data processing with the power of generative AI. First, you will build a robust, serverless ETL pipeline using Dataflow and BigQuery with Python, mastering the fundamentals of data transformation at scale. Then, you will dive into the world of AI by analyzing customer reviews with Gemini using SQL, learning how to extract valuable insights from unstructured text. Completing both will provide you with a powerful combination of skills, proving your ability to mana…

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