Hands-on Foundations for Data Science and Machine Learning Google Cloud Labs Specialization
In this Google Cloud Labs Specialization, you'll receive hands-on experience building and practicing skills in BigQuery and Cloud Data Fusion. You will start learning the basics of BigQuery, building and optimizing warehouses, and then get hands-on practice on the more advanced data integration features available in Cloud Data Fusion.
Learning will take place leveraging Google Cloud's Qwiklab platform where you will have the virtual environment and resources need to complete each lab.
This specialization is broken up into 4 courses comprised of a series of courses:
- BigQuery Basics for Data Analysts
- Build and Optimize Data Warehouses with BigQuery
- Building Advanced Codeless Pipelines on Cloud Data Fusion
- Data Science on Google Cloud: Machine Learning
- You will even be able to earn a Skills Badge in one of these lab-based courses.
In this Google Cloud Labs Series, learners get hands-on practice on the more advanced data integration features available in Cloud Data Fusion, while sharing best practices to build more robust, reusable, dynamic pipelines. Learners get to try out the data lineage feature as well to derive interesting insights into [...]
Want to scale your data analysis efforts without managing database hardware? Learn the best practices for querying and getting insights from your data warehouse with this interactive collection of BigQuery Google Cloud Labs Series. BigQuery is Google's fully managed, NoOps, low-cost analytics database. With BigQuery you can query terabytes [...]
In this Google Cloud Labs Series, learn how to transform your data warehouse using BigQuery, including how to: Use a command line interface to query and load sample data; Create new reporting tables using SQL, JOINS, and UNIONs; Create dataset partitions that will reduce cost and improve query performance; [...]
Activities in these self-paced labs are derived from the exercises from the book Data Science on Google Cloud Platform by Valliappa Lakshmanan, published by O'Reilly Media, Inc. In this Google Cloud Labs Series, covering chapter 9 through the end of the book, you run full-fledged machine learning jobs with [...]