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Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. Cloud Dataprep by Trifacta is an intelligent data service for visually exploring, cleaning, and preparing structured and unstructured data for analysis. In this lab you will explore the Cloud Dataprep UI to build a data transformation pipeline.
Register for this course and see more details by visiting:
OpenCourser.com/course/ez2pnx/creating
What's inside
Syllabus
Creating a Data Transformation Pipeline with Cloud Dataprep
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Explores data transformation using Cloud Dataprep by Trifacta, a popular tool in the industry
Taught by Google Cloud Training, recognized for its expertise in cloud computing
Provides hands-on labs for practical experience in using Cloud Dataprep
Focuses on developing foundational skills in data transformation
Save this course
Save Creating a Data Transformation Pipeline with Cloud Dataprep 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 Creating a Data Transformation Pipeline with Cloud Dataprep with these
activities:
Review Data Preprocessing Techniques
Show steps
Reinforce your foundational understanding of data preprocessing techniques to enhance your ability to effectively prepare data for analysis.
Browse courses on
Data Preprocessing
Show steps
-
Review basic data cleaning techniques, such as handling missing values, outliers, and data normalization.
-
Explore advanced data transformation techniques, including feature engineering and dimensionality reduction.
Connect with Cloud Dataprep Professionals
Show steps
Expand your professional network and gain insights from experienced Cloud Dataprep users by attending networking events and engaging with industry professionals.
Browse courses on
Cloud Dataprep
Show steps
-
Identify and attend networking events where Cloud Dataprep professionals are likely to be present.
-
Introduce yourself, share your experiences, and seek advice from individuals working in the field.
Explore Cloud Dataprep Tutorials
Show steps
Enhance your understanding of Cloud Dataprep's features and capabilities through guided tutorials, enabling you to leverage its full potential for data exploration and transformation.
Browse courses on
Cloud Dataprep
Show steps
-
Follow the official Cloud Dataprep tutorials to learn its key functions and features.
-
Explore additional online tutorials and resources to deepen your understanding of Cloud Dataprep's applications.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Attend a Cloud Dataprep Workshop
Show steps
Deepen your knowledge and skills in Cloud Dataprep by attending a workshop led by industry experts, enabling you to learn from practical demonstrations and hands-on exercises.
Browse courses on
Cloud Dataprep
Show steps
-
Identify and register for a Cloud Dataprep workshop that aligns with your learning goals.
-
Attend the workshop, actively participate in discussions, and ask questions to enhance your understanding.
Practice Data Cleaning and Transformation
Show steps
Strengthen your practical skills in data cleaning and transformation through hands-on exercises, improving your proficiency in data preparation.
Browse courses on
Data Cleaning
Show steps
-
Use Cloud Dataprep to clean and transform real-world datasets.
-
Experiment with different data cleaning and transformation techniques to optimize data quality.
Compile a Resource Guide for Cloud Dataprep
Show steps
Reinforce your learning and share your knowledge by compiling a comprehensive guide of resources related to Cloud Dataprep, providing a valuable tool for yourself and others.
Browse courses on
Cloud Dataprep
Show steps
-
Gather and organize resources from various sources, including documentation, tutorials, articles, and community forums.
-
Categorize and annotate the resources for easy reference and understanding.
-
Publish and share your resource guide with the community.
Build a Data Transformation Pipeline in Cloud Dataprep
Show steps
Solidify your understanding of data transformation pipelines by creating one in Cloud Dataprep, demonstrating your ability to apply the concepts covered in the course.
Browse courses on
Data Transformation
Show steps
-
Design a data transformation pipeline that meets specific data analysis requirements.
-
Implement the pipeline in Cloud Dataprep, including data cleaning, transformation, and visualization.
-
Validate and evaluate the results of your data transformation pipeline.
Contribute to Cloud Dataprep Open Source Projects
Show steps
Enhance your understanding of Cloud Dataprep by contributing to its open-source projects, enabling you to gain practical experience and collaborate with the community.
Browse courses on
Cloud Dataprep
Show steps
-
Identify an open-source Cloud Dataprep project that aligns with your interests.
-
Submit a pull request with your contributions, ensuring they meet the project's guidelines.
-
Engage with the project's maintainers and community to provide feedback and support.
Review Data Preprocessing Techniques
Show steps
Reinforce your foundational understanding of data preprocessing techniques to enhance your ability to effectively prepare data for analysis.
Browse courses on
Data Preprocessing
Show steps
Show steps
Show steps
- Review basic data cleaning techniques, such as handling missing values, outliers, and data normalization.
- Explore advanced data transformation techniques, including feature engineering and dimensionality reduction.
Connect with Cloud Dataprep Professionals
Show steps
Expand your professional network and gain insights from experienced Cloud Dataprep users by attending networking events and engaging with industry professionals.
Browse courses on
Cloud Dataprep
Show steps
Show steps
Show steps
- Identify and attend networking events where Cloud Dataprep professionals are likely to be present.
- Introduce yourself, share your experiences, and seek advice from individuals working in the field.
Explore Cloud Dataprep Tutorials
Show steps
Enhance your understanding of Cloud Dataprep's features and capabilities through guided tutorials, enabling you to leverage its full potential for data exploration and transformation.
Browse courses on
Cloud Dataprep
Show steps
Show steps
Show steps
- Follow the official Cloud Dataprep tutorials to learn its key functions and features.
- Explore additional online tutorials and resources to deepen your understanding of Cloud Dataprep's applications.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Attend a Cloud Dataprep Workshop
Show steps
Deepen your knowledge and skills in Cloud Dataprep by attending a workshop led by industry experts, enabling you to learn from practical demonstrations and hands-on exercises.
Browse courses on
Cloud Dataprep
Show steps
Show steps
Show steps
- Identify and register for a Cloud Dataprep workshop that aligns with your learning goals.
- Attend the workshop, actively participate in discussions, and ask questions to enhance your understanding.
Practice Data Cleaning and Transformation
Show steps
Strengthen your practical skills in data cleaning and transformation through hands-on exercises, improving your proficiency in data preparation.
Browse courses on
Data Cleaning
Show steps
Show steps
Show steps
- Use Cloud Dataprep to clean and transform real-world datasets.
- Experiment with different data cleaning and transformation techniques to optimize data quality.
Compile a Resource Guide for Cloud Dataprep
Show steps
Reinforce your learning and share your knowledge by compiling a comprehensive guide of resources related to Cloud Dataprep, providing a valuable tool for yourself and others.
Browse courses on
Cloud Dataprep
Show steps
Show steps
Show steps
- Gather and organize resources from various sources, including documentation, tutorials, articles, and community forums.
- Categorize and annotate the resources for easy reference and understanding.
- Publish and share your resource guide with the community.
Build a Data Transformation Pipeline in Cloud Dataprep
Show steps
Solidify your understanding of data transformation pipelines by creating one in Cloud Dataprep, demonstrating your ability to apply the concepts covered in the course.
Browse courses on
Data Transformation
Show steps
Show steps
Show steps
- Design a data transformation pipeline that meets specific data analysis requirements.
- Implement the pipeline in Cloud Dataprep, including data cleaning, transformation, and visualization.
- Validate and evaluate the results of your data transformation pipeline.
Contribute to Cloud Dataprep Open Source Projects
Show steps
Enhance your understanding of Cloud Dataprep by contributing to its open-source projects, enabling you to gain practical experience and collaborate with the community.
Browse courses on
Cloud Dataprep
Show steps
Show steps
Show steps
- Identify an open-source Cloud Dataprep project that aligns with your interests.
- Submit a pull request with your contributions, ensuring they meet the project's guidelines.
- Engage with the project's maintainers and community to provide feedback and support.
Career center
Learners who complete Creating a Data Transformation Pipeline with Cloud Dataprep will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts collect, clean, and analyze data to extract meaningful insights that can inform business decisions. Cloud Dataprep by Trifacta can help Data Analysts build efficient data transformation pipelines, enabling them to focus on analysis and interpretation rather than manual data preparation tasks. The course provides hands-on experience with Cloud Dataprep's visual interface, empowering Data Analysts to quickly explore, clean, and prepare data for analysis.
Data Engineer
Data Engineer
Data Engineers design, build, and maintain data pipelines that transform and move data between different systems. Cloud Dataprep by Trifacta can help Data Engineers create efficient data transformation pipelines that can be easily integrated into existing data architectures. The course provides Data Engineers with a strong foundation in Cloud Dataprep's capabilities, enabling them to build reliable and scalable data pipelines.
Data Scientist
Data Scientist
Data Scientists use data to build models and make predictions that can inform business decisions. Cloud Dataprep by Trifacta can help Data Scientists prepare and transform data for modeling and analysis. The course provides Data Scientists with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for analysis.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers build and deploy machine learning models that can automate tasks and make predictions. Cloud Dataprep by Trifacta can help Machine Learning Engineers prepare and transform data for model training and evaluation. The course provides Machine Learning Engineers with a strong foundation in Cloud Dataprep's capabilities, enabling them to build reliable and scalable data pipelines for machine learning.
Data Architect
Data Architect
Data Architects design and manage data architectures that meet the needs of an organization. Cloud Dataprep by Trifacta can help Data Architects create efficient data transformation pipelines that can be integrated into existing data architectures. The course provides Data Architects with a strong foundation in Cloud Dataprep's capabilities, enabling them to design and manage data pipelines that meet the needs of the business.
Business Analyst
Business Analyst
Business Analysts use data to identify and solve business problems. Cloud Dataprep by Trifacta can help Business Analysts prepare and transform data for analysis and reporting. The course provides Business Analysts with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for analysis.
Data Manager
Data Manager
Data Managers oversee the collection, storage, and use of data within an organization. Cloud Dataprep by Trifacta can help Data Managers create efficient data transformation pipelines that can ensure the quality and consistency of data. The course provides Data Managers with a strong foundation in Cloud Dataprep's capabilities, enabling them to manage data effectively and efficiently.
Database Administrator
Database Administrator
Database Administrators manage and maintain databases that store an organization's data. Cloud Dataprep by Trifacta can help Database Administrators prepare and transform data before it is loaded into a database. The course provides Database Administrators with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for loading.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. Cloud Dataprep by Trifacta can help Software Engineers prepare and transform data that is used in software applications. The course provides Software Engineers with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for use in software applications.
Information Technology Manager
Information Technology Manager
Information Technology Managers oversee the planning, implementation, and management of an organization's information technology systems. Cloud Dataprep by Trifacta can help Information Technology Managers create efficient data transformation pipelines that can support the organization's information technology systems. The course provides Information Technology Managers with a strong foundation in Cloud Dataprep's capabilities, enabling them to manage information technology systems effectively and efficiently.
Project Manager
Project Manager
Project Managers plan, execute, and close projects. Cloud Dataprep by Trifacta can help Project Managers prepare and transform data that is used in project management. The course provides Project Managers with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for use in project management.
Financial Analyst
Financial Analyst
Financial Analysts use data to make investment decisions. Cloud Dataprep by Trifacta can help Financial Analysts prepare and transform data for analysis and reporting. The course provides Financial Analysts with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for analysis.
Marketing Analyst
Marketing Analyst
Marketing Analysts use data to understand customer behavior and develop marketing campaigns. Cloud Dataprep by Trifacta can help Marketing Analysts prepare and transform data for analysis and reporting. The course provides Marketing Analysts with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for analysis.
Sales Analyst
Sales Analyst
Sales Analysts use data to understand sales performance and develop sales strategies. Cloud Dataprep by Trifacta can help Sales Analysts prepare and transform data for analysis and reporting. The course provides Sales Analysts with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for analysis.
Operations Analyst
Operations Analyst
Operations Analysts use data to improve the efficiency and effectiveness of business operations. Cloud Dataprep by Trifacta can help Operations Analysts prepare and transform data for analysis and reporting. The course provides Operations Analysts with hands-on experience with Cloud Dataprep's visual interface, enabling them to quickly explore, clean, and prepare data for analysis.
For more career information including salaries, visit:
OpenCourser.com/course/ez2pnx/creating
Reading list
We've selected nine 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
Creating a Data Transformation Pipeline with Cloud Dataprep.
Save
Focuses on being a quick-reference guide for many of the most common tasks you'll encounter while preparing real-world data for modeling.
Provides readable and concise coverage of data munging with Python.
Save
A short and useful guide to data cleaning.
An accessible guide that covers core principles and techniques of data preparation for analytics.
Provides a comprehensive overview of the data preparation process, from data collection to data analysis.
Offers a practical guide to data manipulation in R, which can be helpful for users familiar with the R programming language.
Serves as a useful reference for Python-based data preparation techniques.
Provides a broader perspective on data science, including data preparation as a key component.
Covers data preparation as part of the machine learning workflow.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/ez2pnx/creating
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Effort
1 hour
Level
Intermediate
Via
Coursera
Institution
Google Cloud
Instructor
Google Cloud Training
Language
English
Good to know
Explores data transformation using Cloud Dataprep by Trifacta, a popular tool in the industry
Taught by Google Cloud Training, recognized for its expertise in cloud computing
Provides hands-on labs for practical experience in using Cloud Dataprep
Focuses on developing foundational skills in data transformation
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