Data Analyst

Course program

  • Course
  • Qwiklabs
  • Course on demand
This 1 day course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities.
Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This four-course accelerated online specialization teaches course participants how to derive insights through data analysis and visualization using the Google Cloud Platform. The courses feature interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The courses also cover data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization. This specialization is intended for the following participants: Data Analysts, Business Analysts, Business Intelligence professionals Cloud Data Engineers who will be partnering with Data Analysts to build scalable data solutions on Google Cloud Platform To get the most out of this specialization, we recommend participants have some proficiency with ANSI SQL.

Perform Foundational Data, ML, and AI Tasks in Google Cloud

Familiarize yourself with big data, machine learning and artificial intelligence. Get started with Google Cloud tools like BigQuery, Cloud Speech API, and AI Platform. Upon completion of the quest, you will be able to earn a Google Cloud skill badge.


Exploring Data with Looker

Learn the basics of data mining in Looker and learn how to put that knowledge into practice using your company’s data in the mining interface. Complete this quest to receive a Google Cloud skill badge.


Build LookML Objects in Looker

Familiarize yourself with the basics of Looker, from design to creating and updating dimensions and measurements. You will also learn how to create, refine and join existing Explores. Complete this quest to receive a Google Cloud skill badge.


Insights from Data with BigQuery

Learn about basic BigQuery features, such as writing SQL queries, creating database tables in Cloud SQL, querying public tables, and more. Upon completion of the quest, you will be able to earn a Google Cloud skill badge.


Create ML Models with BigQuery ML

Learn about the characteristics of a good machine learning model. Learn how to build and evaluate machine learning models, and make predictions using BigQuery ML. Complete the quest and get a skill badge showing your knowledge.


Applying Advanced LookML Concepts in Looker

Familiarize yourself with advanced LookML concepts in Looker. Use Liquid to customize and create dynamic dimensions and measures, create custom native and dynamic SQL derived tables, and use extensions to modularize your LookML code.


Data Catalog Fundamentals

Data Catalog is a fully managed and scalable metadata management service that enables organizations to quickly identify, interpret and manage all their data. Learn how to find data items and metadata with Data Catalog, and how to tag them. Learn how to create MySQL, PostgreSQL, and SQL Server connectors to Data Catalog.


Manage Data Models in Looker

Learn how to: maintain the health of the LookML project; use SQL runner for data validation; use LOOKML best practices; optimize queries and reports for performance; implement persistent derived tables and cache policies.

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