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Creating Advanced Data Transformations using Cloud Dataprep

Google Cloud Training
This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will build upon a previous flow and learn some advanced tactics for preparing data.
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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Develops fluency with advanced data preparation techniques
Taught by Google Cloud Training, a leading provider of cloud computing courses
In this lab, you will build upon a previous flow and learn some advanced tactics for preparing data, which is standard in industry
Develops fundamentals for working with Google Cloud Platform, which is highly relevant to cloud computing
Interactively explores data preparation concepts in the Google Cloud console, providing hands-on experience

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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 Advanced Data Transformations using Cloud Dataprep with these activities:
Read 'Cloud Computing: A Practical Approach'
Expand your knowledge and understanding of cloud computing by reading this comprehensive book that covers key concepts and practical applications.
View Cisco A Beginner's Guide, Fifth Edition on Amazon
Show steps
  • Read through the book, taking notes and highlighting important concepts.
  • Complete the exercises and activities provided in the book to reinforce your understanding.
  • Discuss the book's content with peers or in online forums to enhance your comprehension.
Review cloud computing fundamentals
Refresh your understanding of cloud computing concepts and terminology to enhance your comprehension of the course materials.
Browse courses on Cloud Computing
Show steps
  • Revisit introductory articles or tutorials on cloud computing.
  • Review cloud computing service models (IaaS, PaaS, SaaS).
  • Familiarize yourself with common cloud deployment models (public, private, hybrid).
Join a study group or online forum
Engage with peers to discuss course concepts, share knowledge, and clarify any doubts.
Browse courses on Cloud Computing
Show steps
  • Find a study group or online forum that focuses on cloud computing.
  • Participate actively in discussions, asking questions and sharing your perspectives.
  • Collaborate with others on projects or assignments, if applicable.
Four other activities
Expand to see all activities and additional details
Show all seven activities
Follow Google Cloud tutorials
Enhance your practical skills by following guided tutorials from Google Cloud to reinforce the concepts covered in the course.
Browse courses on Google Cloud Platform
Show steps
  • Choose a tutorial that aligns with your learning objectives.
  • Follow the tutorial steps carefully, taking notes and experimenting with the code.
  • Troubleshoot any errors you encounter and consult the documentation for assistance.
Solve coding challenges
Reinforce your programming skills and apply cloud computing concepts by solving coding challenges.
Browse courses on Cloud Computing
Show steps
  • Find coding challenges related to cloud computing concepts.
  • Attempt to solve the challenges on your own, using the knowledge gained from the course.
  • Review solutions and compare your approach with others.
Write a blog post or article
Solidify your understanding by creating a written piece that explains a specific cloud computing concept or shares your insights from the course.
Browse courses on Cloud Computing
Show steps
  • Choose a topic that you are knowledgeable about and that aligns with the course content.
  • Research and gather information to support your writing.
  • Write a clear and concise blog post or article, explaining the topic in a structured manner.
  • Proofread and edit your writing before sharing it.
Build a cloud-based project
Apply your learning by building a project that demonstrates your understanding of cloud computing concepts and practical skills.
Browse courses on Cloud Computing
Show steps
  • Identify a project idea that aligns with your interests and the course content.
  • Plan and design your project, including the architecture and implementation details.
  • Develop the project using appropriate cloud services and technologies.
  • Test and deploy your project.

Career center

Learners who complete Creating Advanced Data Transformations using Cloud Dataprep will develop knowledge and skills that may be useful to these careers:
Data Analyst
Data Analysts help businesses understand their data and make better decisions. This course will help you develop the skills you need to clean, analyze, and interpret data. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Data Analyst.
See salaries and explore the career path for Data Analyst
Data Engineer
Data Engineers build and maintain the systems that store and process data. This course will help you develop the skills you need to design and implement data pipelines. You'll learn how to use Cloud Dataprep to prepare data for analysis, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Data Engineer.
See salaries and explore the career path for Data Engineer
Data Scientist
Data Scientists use data to solve business problems. This course will help you develop the skills you need to collect, clean, and analyze data. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Data Scientist.
See salaries and explore the career path for Data Scientist
Business Intelligence Analyst
Business Intelligence Analysts use data to help businesses make better decisions. This course will help you develop the skills you need to collect, clean, and analyze data. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Business Intelligence Analyst.
See salaries and explore the career path for Business Intelligence Analyst
Data Architect
Data Architects design and implement the systems that store and process data. This course will help you develop the skills you need to design and implement data pipelines. You'll learn how to use Cloud Dataprep to prepare data for analysis, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Data Architect.
See salaries and explore the career path for Data Architect
Machine Learning Engineer
Machine Learning Engineers build and deploy machine learning models. This course will help you develop the skills you need to prepare data for machine learning. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Machine Learning Engineer.
See salaries and explore the career path for Machine Learning Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course may help you develop the skills you need to work with data in a software engineering role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Software Engineer.
See salaries and explore the career path for Software Engineer
Database Administrator
Database Administrators manage and maintain databases. This course may help you develop the skills you need to work with data in a database administration role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Database Administrator.
See salaries and explore the career path for Database Administrator
Data Steward
Data Stewards ensure that data is accurate, consistent, and complete. This course may help you develop the skills you need to work with data in a data stewardship role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Data Steward.
See salaries and explore the career path for Data Steward
Information Security Analyst
Information Security Analysts protect data from unauthorized access, use, disclosure, disruption, modification, or destruction. This course may help you develop the skills you need to work with data in an information security role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as an Information Security Analyst.
See salaries and explore the career path for Information Security Analyst
Privacy Analyst
Privacy Analysts protect personal data from unauthorized access, use, disclosure, disruption, modification, or destruction. This course may help you develop the skills you need to work with data in a privacy role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Privacy Analyst.
See salaries and explore the career path for Privacy Analyst
Compliance Analyst
Compliance Analysts ensure that organizations comply with laws and regulations. This course may help you develop the skills you need to work with data in a compliance role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Compliance Analyst.
See salaries and explore the career path for Compliance Analyst
Risk Analyst
Risk Analysts identify and assess risks to an organization. This course may help you develop the skills you need to work with data in a risk management role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Risk Analyst.
See salaries and explore the career path for Risk Analyst
Project Manager
Project Managers plan, execute, and close projects. This course may help you develop the skills you need to manage projects that involve data. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Project Manager.
See salaries and explore the career path for Project Manager
Business Analyst
Business Analysts analyze business needs and develop solutions to meet those needs. This course may help you develop the skills you need to work with data in a business analyst role. You'll learn how to use Cloud Dataprep to automate data preparation tasks, and you'll gain experience with advanced data transformation techniques. This course can help you build a foundation for a career as a Business Analyst.
See salaries and explore the career path for Business Analyst

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 Advanced Data Transformations using Cloud Dataprep.
Cover image
Applying Data Science
Save
Teaches fundamental data mining techniques in an easy-to-understand and approachable manner. It is also widely used as a textbook for university courses at institutions such as the University of Washington.
Applying Data Science
Paperback
Check
Applying Data Science
Kindle Edition
Check
Cover image
The Data Warehouse Toolkit
Save
Is especially useful for its treatment of data modeling for data warehouses.
The Data Warehouse Toolkit
Paperback
Check
The Data Warehouse Toolkit
Kindle Edition
Check
Cover image
Applied Predictive Analytics
Save
This textbook is especially useful for learning and implementing data preparation techniques for big data.
Applied Predictive Analytics
Paperback
Check
Applied Predictive Analytics
Kindle Edition
Check
Cover image
Data Science for Business
Save
This textbook is useful for those who are interested in data science as a whole.
Data Science for Business: What You Need to Know...
Paperback
$$
Data Science for Business: What You Need to Know...
Kindle Edition
$$
Machine Learning with Python for Everyone
Save
Offers a non-technical approach to the fundamentals of machine learning.
Machine Learning with Python for Everyone
Paperback
Check
Machine Learning with Python for Everyone
Kindle Edition
Check
Cover image
Hands-On Data Analysis with Pandas
Save
Offers a practical approach to data analysis using the Python programming language.
Hands-On Data Analysis with Pandas - Second Edition...
Paperback
$$
Hands-On Data Analysis with Pandas: Efficiently...
Kindle Edition
$$
Cover image
Data Mining
Save
This textbook is widely used as a reference for data mining techniques in academic institutions.
Data Mining: Practical Machine Learning Tools and...
Paperback
$$$
DATA MINING, 4TH EDITION
Paperback
$$
Data Mining: Practical Machine Learning Tools and...
Kindle Edition
$$
Cover image
Data-Intensive Text Processing with MapReduce
Save
This textbook is useful for learning and implementing data preparation techniques for large text datasets.
Data-Intensive Text Processing with MapReduce...
Paperback
$$
Cover image
Advanced Python Programming
Save
Is useful for those who need to learn Python for data mining.
Advanced Python Programming: Build high performance...
Kindle Edition
$$

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Google Cloud Training
Good to know
Develops fluency with advanced data preparation techniques
Taught by Google Cloud Training, a leading provider of cloud computing courses
In this lab, you will build upon a previous flow and learn some advanced tactics for preparing data, which is standard in industry
Develops fundamentals for working with Google Cloud Platform, which is highly relevant to cloud computing
Interactively explores data preparation concepts in the Google Cloud console, providing hands-on experience
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