Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-jp
In today’s data-driven world, understanding how to leverage cloud platforms for big data and machine learning is no longer a niche skill but a fundamental requirement. For those looking to dive into Google Cloud’s powerful suite of tools, the Coursera course “Google Cloud Big Data and Machine Learning Fundamentals 日本語版” offers a comprehensive introduction.
This course is designed to guide learners through the entire lifecycle of data to AI, showcasing the specific products and services Google Cloud provides to support this journey. It doesn’t just list services; it delves into the processes, challenges, and benefits of building big data pipelines and machine learning models using Google Cloud, with a particular focus on Vertex AI.
The syllabus is structured logically, starting with a broad overview of the course objectives and Google Cloud’s infrastructure. It then moves into the specifics of data engineering for streaming data, highlighting solutions like Pub/Sub for ingestion, Dataflow for processing, and Looker/Data Portal for visualization. This practical approach to handling real-time data is invaluable.
A significant portion of the course is dedicated to BigQuery, Google’s serverless data warehouse. The review of BigQuery ML and the associated commands for building custom machine learning models is particularly noteworthy, offering hands-on experience with a robust data warehousing solution.
The course also explores the various options for machine learning on Google Cloud, with a deep dive into Vertex AI. Vertex AI is presented as the integrated platform for building and managing ML projects, covering key phases like data preparation, model training, and model deployment, including practical exercises with AutoML.
Overall, “Google Cloud Big Data and Machine Learning Fundamentals 日本語版” is an excellent starting point for anyone aiming to build expertise in Google Cloud’s big data and ML ecosystem. The structured syllabus, practical examples, and focus on core services like BigQuery and Vertex AI make it a highly recommended course for both beginners and those looking to solidify their foundational knowledge.
Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-jp