Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-br
Are you looking to dive into the world of Big Data and Machine Learning using the power of Google Cloud Platform (GCP)? The “Google Cloud Platform Big Data and Machine Learning Fundamentals em Português Brasileiro” course on Coursera is an excellent starting point, offering a robust introduction to GCP’s cutting-edge services in these domains.
This course is designed to guide you through the entire data lifecycle for Artificial Intelligence, from ingestion to model deployment. It meticulously breaks down the processes, challenges, and immense benefits of building effective Big Data pipelines and machine learning models, with a particular focus on Vertex AI.
The syllabus is thoughtfully structured, beginning with a clear introduction to the course’s objectives and structure. It then delves into the core components of Google Cloud’s infrastructure, highlighting the key Big Data and Machine Learning products that support AI initiatives. A significant portion is dedicated to understanding data engineering for streaming data, showcasing a complete pipeline from data ingestion with Pub/Sub, processing with Dataflow, and visualization using Looker and Data Studio.
For those interested in leveraging data warehouses, the course provides a thorough exploration of BigQuery, Google’s serverless data warehouse, and BigQuery ML, demonstrating how to build custom machine learning models using SQL. The latter half of the course focuses on the diverse machine learning options available on Google Cloud, with a deep dive into Vertex AI, GCP’s unified platform for managing the entire ML project lifecycle.
Specifically, the module on the machine learning workflow with Vertex AI is invaluable. It walks you through the critical stages of data preparation, model training, and model evaluation, even offering hands-on practice with AutoML for creating machine learning models. The course concludes with a comprehensive summary, reinforcing the key takeaways and providing resources for continued learning.
Whether you’re a data engineer, data scientist, or a developer looking to harness the power of cloud-based AI, this course offers a solid foundation. The practical insights and coverage of essential GCP services make it a highly recommended resource for anyone serious about Big Data and Machine Learning.
Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-br