Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-br
In the era of data-driven decision-making, the ability to harness big data and machine learning has become paramount for businesses and individuals alike. If you’re a Brazilian Portuguese speaker looking to dive into this exciting field, the Google Cloud Platform Big Data and Machine Learning Fundamentals course on Coursera is an excellent choice. This course provides a comprehensive introduction to Google Cloud’s big data and machine learning offerings, which support the data lifecycle for AI.
Course Overview
The course is structured into several key modules designed to equip students with the necessary tools and knowledge to effectively work with big data and machine learning. From understanding the basics to tackling complex problems, this course lays a solid foundation.
Key Highlights
- Introduction to Big Data and Machine Learning: The course kicks off with a solid grounding in the basic concepts of big data and machine learning, as well as an overview of the course structure and objectives.
- Google Cloud Infrastructure: Participants will learn about the key components of Google Cloud’s infrastructure. This section introduces various big data and machine learning products that support the AI data lifecycle.
- Streaming Data Management: A dedicated section on managing streaming data will guide students through a complete pipeline, including data ingestion with Pub/Sub, processing with Dataflow, and visualization with Looker and Data Studio.
- Working with BigQuery: Discover BigQuery, Google’s fully managed, serverless data warehouse, and learn about BigQuery ML, including processes and key commands for creating custom machine learning models.
- Machine Learning Options: This module explores four different options for creating machine learning models on Google Cloud, with a particular focus on Vertex AI, Google’s unified platform for managing ML project lifecycles.
- Machine Learning Workflow: Participants will delve into the main stages of the machine learning workflow in Vertex AI: data preparation, model training, and model evaluation. The hands-on practice with AutoML is particularly valuable for fostering understanding.
- Course Summary: The final section revisits key concepts from the course and provides additional resources for further study.
Recommendation
This course is highly recommended for professionals and students eager to expand their knowledge and skills in big data and machine learning within the Google Cloud environment. The hands-on approach allows learners to develop practical skills that can be applied in real-world scenarios. Moreover, the availability of the course in Brazilian Portuguese makes it accessible for a broader audience, eliminating language barriers that often hinder learning.
Whether you are a beginner or someone looking to brush up on your skills, this course will undoubtedly add value to your resume and enhance your career prospects in the burgeoning field of data science.
Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-br