Google Cloud
From Data to Insights with Google Cloud Specialization
Google Cloud

From Data to Insights with Google Cloud Specialization

Learn Data Analysis that Scales. Learn how to query and process petabytes of data in seconds

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Get in-depth knowledge of a subject
4.7

(4,053 reviews)

Beginner level
No prior experience required
1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(4,053 reviews)

Beginner level
No prior experience required
1 month
at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Google Cloud

Specialization - 4 course series

What you'll learn

  • Query and draw insight from BigQuery public datasets.

  • Assess the quality of a dataset and develop an automated data cleansing pipeline that will output to BigQuery.

  • Write and troubleshoot SQL on a real Google Analytics e-commerce dataset to drive marketing insights.

Skills you'll gain

Category: Data Cleansing
Category: Data Analysis
Category: Data Pipelines
Category: Google Cloud Platform
Category: Cloud Infrastructure
Category: Data Warehousing
Category: Data Transformation
Category: Big Data
Category: Cloud Computing
Category: Scalability
Category: Data Visualization Software
Category: SQL

What you'll learn

  • Create new permanent and temporary tables from your query results

  • Load and create new datasets inside BigQuery

  • Differentiate between SQL JOINs and UNIONs and when to use each

  • Create dashboards and visualizations with Looker Studio

Skills you'll gain

Category: Data Analysis
Category: Google Cloud Platform
Category: Data Warehousing
Category: Data Storage Technologies
Category: Looker (Software)
Category: Data Import/Export
Category: Data Integration
Category: Dashboard
Category: Data Visualization Software
Category: SQL

What you'll learn

  • Discuss the more advanced functions of SQL on BigQuery.

  • Compare how BigQuery was developed to address scaling limitations in the context of how traditional databases have evolved to handle dataset scale.

  • Identify the fundamental pieces of work that impact BigQuery performance and how to optimize your queries for speed.

  • Identify what Google Cloud and BigQuery tools are available to you to permission-control and share your data.

Skills you'll gain

Category: Database Architecture and Administration
Category: Jupyter
Category: Data Science
Category: Performance Tuning
Category: Data Security
Category: Google Cloud Platform
Category: Data Access
Category: Data Warehousing
Category: Data Structures
Category: Big Data
Category: Cloud Computing
Category: SQL

What you'll learn

  • Explain what machine learning is and how it can benefit your business

  • Differentiate between pre-trained and custom ML models

  • Create machine learning datasets in BigQuery

  • Create machine learning models in BigQuery

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Deep Learning
Category: Natural Language Processing
Category: Google Cloud Platform
Category: Supervised Learning
Category: Predictive Modeling
Category: Computer Vision
Category: Applied Machine Learning
Category: Big Data
Category: Cloud Computing
Category: Machine Learning

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Instructor

Google Cloud Training
Google Cloud
1,837 Courses3,434,716 learners

Offered by

Google Cloud

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