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Mohamed Sarwat
and
Ming Zhao
Ubiquitous, on-demand network access to shared pools of configurable computing resources ideally requires minimal management effort or service provider interaction. This course covers the essential characteristics of data processing in the cloud, service and...
Read more
Ubiquitous, on-demand network access to shared pools of configurable computing resources ideally requires minimal management effort or service provider interaction. This course covers the essential characteristics of data processing in the cloud, service and...
Read more
Ubiquitous, on-demand network access to shared pools of configurable computing resources ideally requires minimal management effort or service provider interaction. This course covers the essential characteristics of data processing in the cloud, service and deployment models, and key components of implementing Amazon Web Services, as well as constructing Hadoop clusters and performing MapReduce operations.
Register for this course and see more details by visiting:
OpenCourser.com/course/i11tgi/data
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Good to know
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Know what's good ,
what to watch for , and
possible dealbreakers
Develops skills, knowledge, and/or tools that are highly relevant to industry
Taught by Mohamed Sarwat and Ming Zhao, who are recognized for their work in this topic
Examines cloud data processing, service and deployment models, and key components of Amazon Web Services, as well as constructing Hadoop clusters and performing MapReduce operations
Offers hands-on labs and interactive materials
Suitable for learners with some experience in cloud computing and data processing
Requires learners to come in with extensive background knowledge in cloud computing and data processing
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Reviews summary
Cloud data management
This course received a perfect score from the one review provided. The review indicates that this course is a good step forward in education.
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 Data Management in the Cloud with these
activities:
Learn the Basics of Cloud Computing
Show steps
Strengthen your understanding of fundamental cloud computing concepts and technologies to prepare for coursework.
Browse courses on
Cloud Computing Concepts
Show steps
-
Enroll in a free online course or tutorial on cloud computing.
-
Read articles and blog posts about cloud computing.
-
Watch videos and presentations on cloud computing.
Read "Cloud Computing: Principles and Practice"
Show steps
Gain a comprehensive understanding of cloud computing principles and practices by reading a foundational text in the field.
View
The Practice of Cloud System Administration
on Amazon
Show steps
-
Purchase or borrow the book.
-
Read each chapter thoroughly and take notes.
-
Complete the exercises and assignments included in the book.
Build a Basic Website Using AWS
Show steps
Gain hands-on experience with AWS by creating a website to solidify your understanding of the platform and its capabilities.
Browse courses on
AWS Cloud Services
Show steps
-
Create an AWS account.
-
Choose a web hosting service in AWS.
-
Design and develop your website.
-
Deploy your website using AWS services.
One other activity
Expand to see all activities and additional details
Show all four activities
Practice Hadoop MapReduce Operations
Show steps
Sharpen your MapReduce skills by performing repetitive exercises to reinforce your understanding of the Hadoop framework and its operations.
Show steps
-
Set up a Hadoop cluster on your local machine or using a cloud service.
-
Write Hadoop MapReduce programs.
-
Execute and debug your programs on the Hadoop cluster.
Learn the Basics of Cloud Computing
Show steps
Strengthen your understanding of fundamental cloud computing concepts and technologies to prepare for coursework.
Browse courses on
Cloud Computing Concepts
Show steps
Show steps
Show steps
- Enroll in a free online course or tutorial on cloud computing.
- Read articles and blog posts about cloud computing.
- Watch videos and presentations on cloud computing.
Read "Cloud Computing: Principles and Practice"
Show steps
Gain a comprehensive understanding of cloud computing principles and practices by reading a foundational text in the field.
View
The Practice of Cloud System Administration
on Amazon
Show steps
Show steps
Show steps
- Purchase or borrow the book.
- Read each chapter thoroughly and take notes.
- Complete the exercises and assignments included in the book.
Build a Basic Website Using AWS
Show steps
Gain hands-on experience with AWS by creating a website to solidify your understanding of the platform and its capabilities.
Browse courses on
AWS Cloud Services
Show steps
Show steps
Show steps
- Create an AWS account.
- Choose a web hosting service in AWS.
- Design and develop your website.
- Deploy your website using AWS services.
One other activity
Expand to see all activities and additional details
Show all four activities
Practice Hadoop MapReduce Operations
Show steps
Sharpen your MapReduce skills by performing repetitive exercises to reinforce your understanding of the Hadoop framework and its operations.
Show steps
Show steps
Show steps
- Set up a Hadoop cluster on your local machine or using a cloud service.
- Write Hadoop MapReduce programs.
- Execute and debug your programs on the Hadoop cluster.
Career center
Learners who complete Data Management in the Cloud will develop knowledge and skills
that may be useful to these careers:
Data Scientist
Data Scientist
Data Scientists use data to solve business problems. They use their skills in data analysis, machine learning, and artificial intelligence to develop models that can predict future outcomes. This course can help you develop the skills you need to be a successful Data Scientist, including data management, data analysis, and machine learning. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Data Analyst
Data Analyst
Data Analysts design and build systems to gather, analyze, and interpret data. They use their findings to help businesses make better decisions. This course can help you develop the skills you need to be a successful Data Analyst, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Data Engineer
Data Engineer
Data Engineers design, build, and maintain the systems that store and process data. They work closely with Data Analysts to ensure that businesses have the data they need to make good decisions. This course can help you develop the skills you need to be a successful Data Engineer, including data management, data engineering, and cloud computing. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Cloud Engineer
Cloud Engineer
Cloud Engineers build and maintain cloud computing solutions. They work with Cloud Architects to design and implement solutions that meet the needs of businesses. This course can help you develop the skills you need to be a successful Cloud Engineer, including cloud computing, data management, and data security. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Cloud Architect
Cloud Architect
Cloud Architects design and build cloud computing solutions. They work with businesses to understand their needs and develop solutions that meet those needs. This course can help you develop the skills you need to be a successful Cloud Architect, including cloud computing, data management, and data security. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
DevOps Engineer
DevOps Engineer
DevOps Engineers work with developers and operations teams to ensure that software is developed and deployed efficiently. They use their skills in cloud computing, data management, and data security to ensure that software is reliable and secure. This course can help you develop the skills you need to be a successful DevOps Engineer, including cloud computing, data management, and data security. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Information Architect
Information Architect
Information Architects design and build information systems. They work with businesses to understand their needs and develop systems that meet those needs. This course can help you develop the skills you need to be a successful Information Architect, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Data Librarian
Data Librarian
Data Librarians organize and manage data. They work with businesses to ensure that data is accurate, complete, and accessible. This course can help you develop the skills you need to be a successful Data Librarian, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Database Administrator
Database Administrator
Database Administrators manage databases. They work with businesses to ensure that databases are reliable and secure. This course can help you develop the skills you need to be a successful Database Administrator, including data management, data analysis, and data security. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Knowledge Manager
Knowledge Manager
Knowledge Managers develop and manage knowledge management systems. They work with businesses to identify, capture, and share knowledge. This course can help you develop the skills you need to be a successful Knowledge Manager, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Statistician
Statistician
Statisticians collect, analyze, and interpret data. They use their findings to help businesses make better decisions. This course can help you develop the skills you need to be a successful Statistician, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Business Analyst
Business Analyst
Business Analysts use data to solve business problems. They work with businesses to understand their needs and develop solutions that meet those needs. This course can help you develop the skills you need to be a successful Business Analyst, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software. They work with businesses to understand their needs and develop software that meets those needs. This course may help you develop the skills you need to be a successful Software Engineer, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Web Developer
Web Developer
Web Developers design and develop websites. They work with businesses to understand their needs and develop websites that meet those needs. This course may help you develop the skills you need to be a successful Web Developer, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
Computer Scientist
Computer Scientist
Computer Scientists design and develop computer systems. They work with businesses to understand their needs and develop systems that meet those needs. This course may help you develop the skills you need to be a successful Computer Scientist, including data management, data analysis, and data visualization. The course also covers the essential characteristics of data processing in the cloud, which is increasingly important for businesses of all sizes.
For more career information including salaries, visit:
OpenCourser.com/course/i11tgi/data
Reading list
We've selected ten 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
Data Management in the Cloud.
Provides a comprehensive guide to Hadoop. It covers topics such as Hadoop architecture, data storage and management in Hadoop, and MapReduce programming.
Save
Provides a comprehensive overview of cloud computing concepts, technologies, and architectures. It covers topics such as cloud computing models, cloud services, and cloud security.
Save
Provides a gentle introduction to big data analytics. It covers topics such as Hadoop, MapReduce, and data visualization.
Provides a practical guide to cloud computing. It covers topics such as cloud computing models, cloud services, and cloud security.
Save
Provides a comprehensive overview of data management concepts and practices. It covers topics such as data modeling, data warehousing, and data mining.
Provides a comprehensive overview of cloud computing principles and techniques. It covers topics such as cloud computing models, cloud services, and cloud security.
Save
Provides a comprehensive overview of the big data revolution. It covers topics such as the history of big data, the challenges and opportunities of big data, and the future of big data.
Provides a hands-on approach to cloud computing. It covers topics such as cloud computing models, cloud services, and cloud security.
Provides a comprehensive guide to data warehouse design and implementation. It covers topics such as data warehouse architecture, data warehouse modeling, and data warehouse implementation.
Save
Provides a comprehensive overview of data mining concepts and techniques. It covers topics such as data mining algorithms, data mining applications, and data mining tools.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/i11tgi/data
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Time
14 hours
Via
Coursera
Institution
Arizona State University
Instructors
Mohamed Sarwat
Ming Zhao
This course belongs to a
collection
called
Data Systems. It's comprised of five courses:
- NoSQL Database Systems
- Distributed Database Systems
- Data Management in the Cloud (viewing)
- Core Database Concepts
- Big Data Tools
Good to know
Develops skills, knowledge, and/or tools that are highly relevant to industry
Taught by Mohamed Sarwat and Ming Zhao, who are recognized for their work in this topic
Examines cloud data processing, service and deployment models, and key components of Amazon Web Services, as well as constructing Hadoop clusters and performing MapReduce operations
Offers hands-on labs and interactive materials
Suitable for learners with some experience in cloud computing and data processing
Requires learners to come in with extensive background knowledge in cloud computing and data processing
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