Explore the world of data analysis and visualization with the From Data to Insights with Google Cloud course. This four-course accelerated online specialization will teach you how to query and process petabytes of data in seconds using the Google Cloud Platform. You will delve into interactive scenarios and hands-on labs, learning to extract valuable insights from diverse Google BigQuery datasets.
The course is designed for data analysts, business analysts, business intelligence professionals, and cloud data engineers looking to build scalable data solutions on the Google Cloud Platform. It is recommended for participants to have some proficiency with ANSI SQL to fully benefit from the specialization.
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The From Data to Insights with Google Cloud course consists of four modules that cover various aspects of data analysis and visualization using the Google Cloud Platform.
Explore and prepare data with BigQuery, assess dataset quality, and develop automated data cleansing pipelines. Gain hands-on experience with real Google Analytics e-commerce dataset to derive marketing insights through SQL.
Create new permanent and temporary tables from query results, load and create new datasets inside BigQuery, and create dashboards and visualizations with Looker Studio. Differentiate between SQL JOINs and UNIONs and understand when to use each.
Delve into advanced functions of SQL on BigQuery, optimize queries for speed, and identify Google Cloud and BigQuery tools for data permission control and sharing. Gain insights into the evolution of traditional databases and BigQuery's scaling limitations.
Understand the fundamentals of machine learning, differentiate between pre-trained and custom ML models, and create machine learning datasets and models in BigQuery to leverage the benefits of machine learning for business.
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