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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. This lab shows you how to use the Wrangler and Data Pipeline features in Cloud Data Fusion to clean, transform, and process taxi trip data for further analysis.
Register for this course and see more details by visiting:
OpenCourser.com/course/5jj5l9/pipeline
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Teaches how to use both Wrangler and Data Pipeline to clean, transform, and process data
Takes place in the user-friendly Google Cloud console
Developed by Google Cloud Training, a reputable organization in the field
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Save Pipeline Graphs with Cloud Data Fusion to your list so you can find it easily later:
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Pipeline Graphs with Cloud Data Fusion with these
activities:
Review proficiency in cloud applications
Show steps
Prepares you with the basics of deploying applications in the cloud
Browse courses on
Google Cloud
Show steps
-
Review documentation on deploying web and data applications in the cloud
-
Complete practice exercises on cloud application deployment
Follow along with Cloud Data Fusion tutorials
Show steps
Provides step-by-step guidance to reinforce understanding of using Wrangler and Data Pipeline
Browse courses on
Cloud Data Fusion
Show steps
-
Explore official Cloud Data Fusion documentation
-
Complete interactive tutorials on Wrangler and Data Pipeline
Data cleaning exercises
Show steps
Reinforces understanding of data cleaning concepts and techniques through repeated practice
Browse courses on
Data Cleaning
Show steps
-
Practice identifying and fixing data quality issues
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Follow tutorials to learn advanced features of Wrangler and Data Pipeline
Show steps
Expand your knowledge and skills by exploring advanced features of Wrangler and Data Pipeline through guided tutorials.
Browse courses on
Wrangler
Show steps
-
Find tutorials on the Google Cloud website
-
Select tutorials that align with your learning goals
-
Follow the tutorials step-by-step
Collaborative data exploration
Show steps
Enhances understanding of data manipulation and analysis through peer interaction and collaboration
Browse courses on
Data Exploration
Show steps
-
Form small peer groups and select a dataset
-
Brainstorm and distribute tasks
-
Collaborate on data exploration and analysis
-
Present findings to the group
Practice data cleaning and transformation using Wrangler in the Google Cloud console
Show steps
Reinforce the concepts of data cleaning and transformation by practicing with real-world datasets in the Google Cloud console using Wrangler.
Browse courses on
Data Cleaning
Show steps
-
Load a dataset into Wrangler
-
Clean the data by removing duplicates and invalid values
-
Transform the data by creating new columns and modifying existing ones
-
Save the transformed data to a new dataset
Build a data pipeline using Data Pipeline to automate data processing
Show steps
Gain practical experience in automating data processing tasks by building a data pipeline using Data Pipeline.
Browse courses on
Data Pipeline
Show steps
-
Design the data pipeline
-
Create the data sources and sinks
-
Configure the data transformations
-
Schedule the data pipeline
Data cleansing project
Show steps
Reinforces what you've learned about data preparation by applying it to a real-world dataset
Browse courses on
Data Cleaning
Show steps
-
Acquire and load a dirty dataset
-
Identify and fix data quality issues
-
Transform data into a usable format
-
Analyze and interpret results
-
Document and present findings
Blog post on data wrangling best practices
Show steps
Enhances knowledge retention through summarizing and articulating best practices for data wrangling
Browse courses on
Data Wrangling
Show steps
-
Research and synthesize best practices for data wrangling
-
Write a clear and concise blog post outlining the practices
-
Publish and promote the blog post to share knowledge with others
Taxi trip analysis dashboard
Show steps
Combines data manipulation and visualization skills to create an informative and interactive dashboard
Browse courses on
Data Analysis
Show steps
-
Design the dashboard layout and metrics
-
Extract relevant data and perform analysis
-
Build visualizations and populate the dashboard
-
Test and iterate on the dashboard
Review proficiency in cloud applications
Show steps
Prepares you with the basics of deploying applications in the cloud
Browse courses on
Google Cloud
Show steps
Show steps
Show steps
- Review documentation on deploying web and data applications in the cloud
- Complete practice exercises on cloud application deployment
Follow along with Cloud Data Fusion tutorials
Show steps
Provides step-by-step guidance to reinforce understanding of using Wrangler and Data Pipeline
Browse courses on
Cloud Data Fusion
Show steps
Show steps
Show steps
- Explore official Cloud Data Fusion documentation
- Complete interactive tutorials on Wrangler and Data Pipeline
Data cleaning exercises
Show steps
Reinforces understanding of data cleaning concepts and techniques through repeated practice
Browse courses on
Data Cleaning
Show steps
Show steps
Show steps
- Practice identifying and fixing data quality issues
Seven other activities
Expand to see all activities and additional details
Show all ten activities
Follow tutorials to learn advanced features of Wrangler and Data Pipeline
Show steps
Expand your knowledge and skills by exploring advanced features of Wrangler and Data Pipeline through guided tutorials.
Browse courses on
Wrangler
Show steps
Show steps
Show steps
- Find tutorials on the Google Cloud website
- Select tutorials that align with your learning goals
- Follow the tutorials step-by-step
Collaborative data exploration
Show steps
Enhances understanding of data manipulation and analysis through peer interaction and collaboration
Browse courses on
Data Exploration
Show steps
Show steps
Show steps
- Form small peer groups and select a dataset
- Brainstorm and distribute tasks
- Collaborate on data exploration and analysis
- Present findings to the group
Practice data cleaning and transformation using Wrangler in the Google Cloud console
Show steps
Reinforce the concepts of data cleaning and transformation by practicing with real-world datasets in the Google Cloud console using Wrangler.
Browse courses on
Data Cleaning
Show steps
Show steps
Show steps
- Load a dataset into Wrangler
- Clean the data by removing duplicates and invalid values
- Transform the data by creating new columns and modifying existing ones
- Save the transformed data to a new dataset
Build a data pipeline using Data Pipeline to automate data processing
Show steps
Gain practical experience in automating data processing tasks by building a data pipeline using Data Pipeline.
Browse courses on
Data Pipeline
Show steps
Show steps
Show steps
- Design the data pipeline
- Create the data sources and sinks
- Configure the data transformations
- Schedule the data pipeline
Data cleansing project
Show steps
Reinforces what you've learned about data preparation by applying it to a real-world dataset
Browse courses on
Data Cleaning
Show steps
Show steps
Show steps
- Acquire and load a dirty dataset
- Identify and fix data quality issues
- Transform data into a usable format
- Analyze and interpret results
- Document and present findings
Blog post on data wrangling best practices
Show steps
Enhances knowledge retention through summarizing and articulating best practices for data wrangling
Browse courses on
Data Wrangling
Show steps
Show steps
Show steps
- Research and synthesize best practices for data wrangling
- Write a clear and concise blog post outlining the practices
- Publish and promote the blog post to share knowledge with others
Taxi trip analysis dashboard
Show steps
Combines data manipulation and visualization skills to create an informative and interactive dashboard
Browse courses on
Data Analysis
Show steps
Show steps
Show steps
- Design the dashboard layout and metrics
- Extract relevant data and perform analysis
- Build visualizations and populate the dashboard
- Test and iterate on the dashboard
Career center
Learners who complete Pipeline Graphs with Cloud Data Fusion will develop knowledge and skills
that may be useful to these careers:
Data Engineer
Data Engineer
A Data Engineer builds and maintains data pipelines that move data between different systems. This course helps build a foundation for this role by teaching you how to use Cloud Data Fusion to create and manage data pipelines.
Data Architect
Data Architect
A Data Architect designs data management solutions for organizations, ensuring that data is accessible, reliable, and secure. This course helps build a foundation for this role by teaching you how to use Cloud Data Fusion to clean, transform, and process data.
Business Intelligence Analyst
Business Intelligence Analyst
A Business Intelligence Analyst uses data to make informed decisions about business operations. This course helps build a foundation for this role by teaching you how to use Cloud Data Fusion to clean, transform, and process data.
Data Analyst
Data Analyst
A Data Analyst analyzes data to identify trends and patterns. This course helps build a foundation for this role by teaching you how to use Cloud Data Fusion to clean, transform, and process data.
Data Scientist
Data Scientist
A Data Scientist uses data to build models that can predict future outcomes. This course helps build a foundation for this role by teaching you how to use Cloud Data Fusion to clean, transform, and process data.
Database Administrator
Database Administrator
A Database Administrator manages and maintains databases. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to create and manage data pipelines that can move data into and out of databases.
Data Quality Analyst
Data Quality Analyst
A Data Quality Analyst ensures that data is accurate, complete, and consistent. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support data quality activities.
Customer Success Manager
Customer Success Manager
A Customer Success Manager helps customers achieve success with a product or service. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support customer success activities.
Marketing Manager
Marketing Manager
A Marketing Manager plans and executes marketing campaigns. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support marketing campaigns.
Data Governance Analyst
Data Governance Analyst
A Data Governance Analyst develops and implements data governance policies and procedures. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support data governance activities.
Project Manager
Project Manager
A Project Manager plans and executes projects. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support project management activities.
Sales Manager
Sales Manager
A Sales Manager plans and executes sales campaigns. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support sales campaigns.
Software Engineer
Software Engineer
A Software Engineer designs, develops, and maintains software applications. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build data pipelines that can be used to power software applications.
Product Manager
Product Manager
A Product Manager manages the development and launch of products. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support product development and launch activities.
IT Manager
IT Manager
An IT Manager oversees the IT infrastructure of an organization. This course may be useful for this role, as it teaches you how to use Cloud Data Fusion to build and manage data pipelines that can be used to support IT operations.
For more career information including salaries, visit:
OpenCourser.com/course/5jj5l9/pipeline
Reading list
We've selected six books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
Pipeline Graphs with Cloud Data Fusion.
Save
Can help learners understand the foundational concepts of big data and analytics, which provides a larger background that will enhance learners' understanding of the course's specific topic, pipeline graphs with Cloud Data Fusion.
Save
Goes in-depth into the topic of designing and managing data-intensive applications, including topics like data modeling, data processing, and data storage.
Provides a broad overview of Apache Hadoop, including the Hadoop Distributed File System (HDFS), MapReduce, and YARN. While the focus is on Hadoop, many of the concepts and tools in this book are used in other big data frameworks and tools, including Cloud Data Fusion.
Save
Discusses how businesses can use data to drive innovation and growth.
Provides a foundation in relational database management systems, including data modeling, query optimization, and transaction management.
Can give learners a deeper dive into the Java programming language, which is often used in big data-related tasks, including data processing and pipeline development.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/5jj5l9/pipeline
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Time
15 hours
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Good to know
Teaches how to use both Wrangler and Data Pipeline to clean, transform, and process data
Takes place in the user-friendly Google Cloud console
Developed by Google Cloud Training, a reputable organization in the field
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