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Ben Weissman
This course will teach you what Microsoft SQL Server Big Data Clusters are, how to install them, and how to use them. You will also take a look at the underlying technologies and tools.
Big Data Clusters are an amazing new technology introduced in SQL Server 2019 bringing together:
Register for this course and see more details by visiting:
OpenCourser.com/course/g71rmv/building
What's inside
Syllabus
Course Overview
Understanding the Need for SQL Server Big Data Clusters
Deploying a Big Data Cluster
Handling Data in Big Data Clusters: Dataflows and Life Cycle
Read more
Syllabus
Course Overview
Understanding the Need for SQL Server Big Data Clusters
Deploying a Big Data Cluster
Handling Data in Big Data Clusters: Dataflows and Life Cycle
Read more
Maintaining and Troubleshooting a Big Data Cluster
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Taught by Ben Weissman, who is recognized for their work in big data and data engineering
Explores Microsoft SQL Server Big Data Clusters, which is a modern data toolset
Develops skills in deploying and maintaining Big Data Clusters, which are in-demand
Covers underlying technologies and tools, which provides a strong foundation for learners
Save this course
Save Building Your First Microsoft SQL Server Big Data Cluster 2019 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 Building Your First Microsoft SQL Server Big Data Cluster 2019 with these
activities:
Create a Resource Compilation for Big Data Clusters
Show steps
Develop a comprehensive understanding of Big Data Clusters by gathering and organizing relevant resources.
Show steps
-
Search for online documentation, articles, and tutorials.
-
Attend industry webinars and presentations.
-
Document key insights, concepts, and references.
-
Share the resource compilation with peers and instructors.
Review of Relational Database Concepts
Show steps
Refresh your memory on relational database concepts before starting the course, ensuring a strong foundation for understanding Big Data Clusters.
Browse courses on
Relational Databases
Show steps
-
Review notes or textbooks on relational database fundamentals.
-
Practice writing SQL queries to interact with sample databases.
Join a Study Group for Big Data Clusters
Show steps
Foster deeper understanding and enhance learning through collaborative discussions and peer support in a study group.
Show steps
-
Find or create a study group with fellow learners.
-
Establish regular meeting times and topics for discussion.
-
Review course materials, share insights, and work on projects together.
-
Provide constructive feedback and support to group members.
Ten other activities
Expand to see all activities and additional details
Show all 13 activities
Interactive Tutorials on SQL Server Big Data Clusters
Show steps
Strengthen your understanding of SQL Server Big Data Clusters by following guided tutorials and hands-on exercises.
Show steps
-
Explore Microsoft's documentation and online resources on SQL Server Big Data Clusters.
-
Search for interactive tutorials and courses on platforms like Pluralsight or Coursera.
-
Follow the guided tutorials and complete the associated exercises.
Study Group on Big Data Clusters
Show steps
Collaborate with peers to discuss course concepts, share insights, and work on projects related to Big Data Clusters.
Show steps
-
Form a study group with classmates or other students interested in Big Data Clusters.
-
Establish regular meeting times and discuss topics from the course material.
-
Work together on case studies or projects to apply your knowledge.
Data Wrangling Exercises
Show steps
Enhance your data handling and transformation skills by completing a series of data wrangling exercises.
Browse courses on
Data Wrangling
Show steps
-
Find online resources or tutorials on data wrangling techniques.
-
Gather datasets for practice, such as from Kaggle or UCI Machine Learning Repository.
-
Apply data wrangling techniques to clean, transform, and prepare data for analysis.
Attend a Workshop on Big Data Clusters
Show steps
Gain practical experience and insights from experts by attending a workshop dedicated to Big Data Clusters.
Show steps
-
Research and identify relevant workshops.
-
Register and attend the workshop.
-
Participate actively in discussions and hands-on activities.
Big Data Summit
Show steps
Deepen your understanding of the course topics by networking with professionals and learning about the latest industry trends at a Big Data Summit.
Show steps
-
Research and identify relevant Big Data Summits.
-
Register and attend a Big Data Summit.
-
Engage in discussions and workshops led by industry experts.
Explore Advanced Features of Big Data Clusters
Show steps
Expand knowledge and skills by delving into advanced features of Big Data Clusters through guided tutorials.
Show steps
-
Review documentation and online resources.
-
Follow step-by-step tutorials to implement advanced functionalities.
-
Experiment with different configurations and settings.
Blog Post on Real-World Big Data Cluster Applications
Show steps
Enhance your understanding and share your knowledge by creating a blog post exploring real-world applications of Big Data Clusters.
Show steps
-
Research and identify industries or sectors that commonly use Big Data Clusters.
-
Find case studies or articles showcasing successful implementations of Big Data Clusters.
-
Write a blog post summarizing your findings, highlighting the benefits and challenges of using Big Data Clusters.
Install SQL Server Big Data Clusters
Show steps
Strengthen foundational knowledge and practical skills in installing SQL Server Big Data Clusters.
Show steps
-
Gather the necessary system requirements and components.
-
Configure the network and security settings.
-
Deploy the Big Data Cluster using the SQL Server Management Studio or PowerShell.
-
Verify the successful installation by connecting to the cluster.
Design a Dataflow in Big Data Clusters
Show steps
Develop a deeper understanding of data movement and transformation in Big Data Clusters by designing and implementing a dataflow.
Browse courses on
Dataflows
Show steps
-
Identify the data sources and destinations.
-
Define the data transformations and processing logic.
-
Create the dataflow using the Azure Data Factory portal or Visual Studio.
-
Test and debug the dataflow to ensure data accuracy and efficiency.
-
Monitor the dataflow's performance and make adjustments as needed.
Troubleshoot a Big Data Cluster Issue
Show steps
Sharpen problem-solving and analytical skills by troubleshooting a real-world issue in a Big Data Cluster.
Browse courses on
Troubleshooting
Show steps
-
Gather diagnostic information and analyze error logs.
-
Research potential causes and solutions.
-
Implement corrective actions and verify the resolution.
-
Document the troubleshooting process and findings.
Create a Resource Compilation for Big Data Clusters
Show steps
Develop a comprehensive understanding of Big Data Clusters by gathering and organizing relevant resources.
Show steps
Show steps
Show steps
- Search for online documentation, articles, and tutorials.
- Attend industry webinars and presentations.
- Document key insights, concepts, and references.
- Share the resource compilation with peers and instructors.
Review of Relational Database Concepts
Show steps
Refresh your memory on relational database concepts before starting the course, ensuring a strong foundation for understanding Big Data Clusters.
Browse courses on
Relational Databases
Show steps
Show steps
Show steps
- Review notes or textbooks on relational database fundamentals.
- Practice writing SQL queries to interact with sample databases.
Join a Study Group for Big Data Clusters
Show steps
Foster deeper understanding and enhance learning through collaborative discussions and peer support in a study group.
Show steps
Show steps
Show steps
- Find or create a study group with fellow learners.
- Establish regular meeting times and topics for discussion.
- Review course materials, share insights, and work on projects together.
- Provide constructive feedback and support to group members.
Ten other activities
Expand to see all activities and additional details
Show all 13 activities
Interactive Tutorials on SQL Server Big Data Clusters
Show steps
Strengthen your understanding of SQL Server Big Data Clusters by following guided tutorials and hands-on exercises.
Show steps
Show steps
Show steps
- Explore Microsoft's documentation and online resources on SQL Server Big Data Clusters.
- Search for interactive tutorials and courses on platforms like Pluralsight or Coursera.
- Follow the guided tutorials and complete the associated exercises.
Study Group on Big Data Clusters
Show steps
Collaborate with peers to discuss course concepts, share insights, and work on projects related to Big Data Clusters.
Show steps
Show steps
Show steps
- Form a study group with classmates or other students interested in Big Data Clusters.
- Establish regular meeting times and discuss topics from the course material.
- Work together on case studies or projects to apply your knowledge.
Data Wrangling Exercises
Show steps
Enhance your data handling and transformation skills by completing a series of data wrangling exercises.
Browse courses on
Data Wrangling
Show steps
Show steps
Show steps
- Find online resources or tutorials on data wrangling techniques.
- Gather datasets for practice, such as from Kaggle or UCI Machine Learning Repository.
- Apply data wrangling techniques to clean, transform, and prepare data for analysis.
Attend a Workshop on Big Data Clusters
Show steps
Gain practical experience and insights from experts by attending a workshop dedicated to Big Data Clusters.
Show steps
Show steps
Show steps
- Research and identify relevant workshops.
- Register and attend the workshop.
- Participate actively in discussions and hands-on activities.
Big Data Summit
Show steps
Deepen your understanding of the course topics by networking with professionals and learning about the latest industry trends at a Big Data Summit.
Show steps
Show steps
Show steps
- Research and identify relevant Big Data Summits.
- Register and attend a Big Data Summit.
- Engage in discussions and workshops led by industry experts.
Explore Advanced Features of Big Data Clusters
Show steps
Expand knowledge and skills by delving into advanced features of Big Data Clusters through guided tutorials.
Show steps
Show steps
Show steps
- Review documentation and online resources.
- Follow step-by-step tutorials to implement advanced functionalities.
- Experiment with different configurations and settings.
Blog Post on Real-World Big Data Cluster Applications
Show steps
Enhance your understanding and share your knowledge by creating a blog post exploring real-world applications of Big Data Clusters.
Show steps
Show steps
Show steps
- Research and identify industries or sectors that commonly use Big Data Clusters.
- Find case studies or articles showcasing successful implementations of Big Data Clusters.
- Write a blog post summarizing your findings, highlighting the benefits and challenges of using Big Data Clusters.
Install SQL Server Big Data Clusters
Show steps
Strengthen foundational knowledge and practical skills in installing SQL Server Big Data Clusters.
Show steps
Show steps
Show steps
- Gather the necessary system requirements and components.
- Configure the network and security settings.
- Deploy the Big Data Cluster using the SQL Server Management Studio or PowerShell.
- Verify the successful installation by connecting to the cluster.
Design a Dataflow in Big Data Clusters
Show steps
Develop a deeper understanding of data movement and transformation in Big Data Clusters by designing and implementing a dataflow.
Browse courses on
Dataflows
Show steps
Show steps
Show steps
- Identify the data sources and destinations.
- Define the data transformations and processing logic.
- Create the dataflow using the Azure Data Factory portal or Visual Studio.
- Test and debug the dataflow to ensure data accuracy and efficiency.
- Monitor the dataflow's performance and make adjustments as needed.
Troubleshoot a Big Data Cluster Issue
Show steps
Sharpen problem-solving and analytical skills by troubleshooting a real-world issue in a Big Data Cluster.
Browse courses on
Troubleshooting
Show steps
Show steps
Show steps
- Gather diagnostic information and analyze error logs.
- Research potential causes and solutions.
- Implement corrective actions and verify the resolution.
- Document the troubleshooting process and findings.
Career center
Learners who complete Building Your First Microsoft SQL Server Big Data Cluster 2019 will develop knowledge and skills
that may be useful to these careers:
Data Architect
Data Architect
As a Data Architect, you will design, implement, and maintain data architectures to meet the business needs of an organization. This course will help you build a foundation in the technologies and tools used in data architecture, including SQL Server Big Data Clusters. You will learn how to design and implement data pipelines, how to manage data quality, and how to secure data. This course will help you prepare for the challenges of working with big data and will give you the skills you need to succeed in the field of data architecture.
Data Scientist
Data Scientist
Data Scientists use scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured. This course will help you build a foundation in the technologies and tools used in data science, including SQL Server Big Data Clusters. You will learn how to collect, clean, and analyze data, how to build predictive models, and how to communicate your findings. This course will help you prepare for the challenges of working with big data and will give you the skills you need to succeed in the field of data science.
Database Administrator
Database Administrator
Database Administrators (DBAs) are responsible for the day-to-day administration of databases, including SQL Server Big Data Clusters. This course will help you build a foundation in the technologies and tools used by DBAs, including SQL Server Big Data Clusters. You will learn how to install, configure, and maintain databases, how to monitor performance, and how to recover from disasters. This course will help you prepare for the challenges of working with big data and will give you the skills you need to succeed in the field of database administration.
Data Engineer
Data Engineer
Data Engineers are responsible for designing, building, and maintaining data pipelines. This course will help you build a foundation in the technologies and tools used by Data Engineers, including SQL Server Big Data Clusters. You will learn how to design and implement data pipelines, how to manage data quality, and how to secure data. This course will help you prepare for the challenges of working with big data and will give you the skills you need to succeed in the field of data engineering.
Business Intelligence Analyst
Business Intelligence Analyst
Business Intelligence Analysts (BIAs) use data to help businesses make better decisions. This course will help you build a foundation in the technologies and tools used by BIAs, including SQL Server Big Data Clusters. You will learn how to collect, clean, and analyze data, how to build visualizations, and how to communicate your findings. This course will help you prepare for the challenges of working with big data and will give you the skills you need to succeed in the field of business intelligence.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course may be useful for Software Engineers who are working with big data or who are interested in developing software applications that use big data. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in developing and deploying software applications that use big data.
Data Analyst
Data Analyst
Data Analysts use data to solve business problems. This course may be useful for Data Analysts who are working with big data or who are interested in developing data analysis solutions that use big data. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in developing and deploying data analysis solutions that use big data.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers design, develop, and maintain machine learning models. This course may be useful for Machine Learning Engineers who are working with big data or who are interested in developing machine learning models that use big data. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in developing and deploying machine learning models that use big data.
IT Manager
IT Manager
IT Managers are responsible for the planning, implementation, and maintenance of IT systems. This course may be useful for IT Managers who are responsible for managing big data systems or who are interested in learning more about big data technologies. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in managing and maintaining big data systems.
Cloud Architect
Cloud Architect
Cloud Architects design, develop, and maintain cloud computing solutions. This course may be useful for Cloud Architects who are working with big data or who are interested in developing cloud computing solutions that use big data. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in developing and deploying cloud computing solutions that use big data.
Systems Analyst
Systems Analyst
Systems Analysts analyze business needs and design and implement solutions to meet those needs. This course may be useful for Systems Analysts who are working with big data or who are interested in developing solutions that use big data. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in developing and deploying solutions that use big data.
Project Manager
Project Manager
Project Managers plan, execute, and control projects. This course may be useful for Project Managers who are working on projects that involve big data or who are interested in learning more about big data technologies. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in managing and controlling projects that involve big data.
Data Governance Analyst
Data Governance Analyst
Data Governance Analysts develop and implement data governance policies and procedures. This course may be useful for Data Governance Analysts who are working with big data or who are interested in learning more about big data technologies. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in developing and implementing data governance policies and procedures for big data.
Information Security Analyst
Information Security Analyst
Information Security Analysts protect information systems from unauthorized access, use, disclosure, disruption, modification, or destruction. This course may be useful for Information Security Analysts who are working with big data or who are interested in learning more about big data technologies. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in protecting information systems from unauthorized access, use, disclosure, disruption, modification, or destruction of big data.
Database Developer
Database Developer
Database Developers design, develop, and maintain databases. This course may be useful for Database Developers who are working with big data or who are interested in learning more about big data technologies. You will learn about the underlying technologies and tools used in SQL Server Big Data Clusters, and you will gain experience in designing, developing, and maintaining databases for big data.
For more career information including salaries, visit:
OpenCourser.com/course/g71rmv/building
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
Building Your First Microsoft SQL Server Big Data Cluster 2019.
Provides a comprehensive overview of the Hadoop ecosystem, including HDFS, MapReduce, and Hive. It is written for developers and administrators who want to learn how to use Hadoop to build and manage big data applications.
Provides a comprehensive overview of the Spark ecosystem, including Spark Core, Spark SQL, and Spark Streaming. It is written for developers and administrators who want to learn how to use Spark to build and manage big data applications.
Provides a comprehensive guide to using SQL Server for data science. It covers a wide range of topics, including data exploration, data mining, and machine learning.
Provides a comprehensive overview of machine learning algorithms and techniques for big data. It is written for developers and data scientists who want to learn how to use machine learning to build and manage big data applications.
Provides a comprehensive overview of deep learning algorithms and techniques. It is written for developers and data scientists who want to learn how to use deep learning to build and manage big data applications.
Provides a comprehensive overview of big data security challenges and solutions. It is written for security professionals and data scientists who want to learn how to protect big data from unauthorized access, use, disclosure, disruption, modification, or destruction.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/g71rmv/building
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Time
50 hours
Level
Introductory
Via
Pluralsight
Instructor
Ben Weissman
Language
English
Good to know
Taught by Ben Weissman, who is recognized for their work in big data and data engineering
Explores Microsoft SQL Server Big Data Clusters, which is a modern data toolset
Develops skills in deploying and maintaining Big Data Clusters, which are in-demand
Covers underlying technologies and tools, which provides a strong foundation for learners
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