Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-jp
Introduction
In the era of big data, understanding how to harness the power of data to drive insights and innovation is crucial. The course “Google Cloud Big Data and Machine Learning Fundamentals (日本語版)” offers an in-depth exploration of how Google Cloud can empower learners to navigate the lifecycle from data to AI. Designed for those who want to get hands-on with Google Cloud’s solutions, this course is a must for aspiring data professionals.
Course Overview
This course is structured to introduce participants to the essential components of big data and machine learning technologies within Google Cloud. Each module is crafted to build a solid foundation and provide insights into the lifecycle of data analytics and machine learning, ensuring a robust understanding of the tools available.
Syllabus Review
The syllabus covers a range of topics:
- Introduction to Big Data and Machine Learning in Google Cloud: Gain insights into Google Cloud’s infrastructure and understand the products and services that support the data-to-AI lifecycle.
- Data Engineering for Streaming Data: Learn strategies to manage streaming data with Google Cloud’s solutions, including an end-to-end pipeline using tools like Pub/Sub, Dataflow, and Looker.
- BigQuery for Big Data: Discover Google’s fully managed serverless data warehouse, BigQuery, and understand how to use BigQuery ML for building custom machine learning models.
- Options for Machine Learning in Google Cloud: Explore the four options for building machine learning models in Google Cloud and the Vertex AI platform for managing the ML project lifecycle.
- Machine Learning Workflow with Vertex AI: Understand the three main phases of the machine learning workflow and apply theories by building models with AutoML.
- Course Summary: Review the topics covered and delve deeper with additional resources provided.
Why You Should Take This Course
This course is ideal for learners who wish to become proficient in big data and machine learning using Google Cloud. It is structured methodically, ensuring that even beginners can grasp complex concepts easily. Furthermore, the practical applications, especially with tools like BigQuery and Vertex AI, give learners hands-on experience in waiting industries.
Conclusion
If you are passionate about technology and data, the
Enroll Course: https://www.coursera.org/learn/gcp-big-data-ml-fundamentals-jp