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Nicole Ball
In this course, you learn about the data structure needed for network, path, and text analytics and how to create network analysis, path analysis, and text analytics in SAS Visual Analytics.
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What's inside
Syllabus
Course Overview
In this module, you learn about the business scenario that you will follow for this course and where the files are located in SAS Viya for Learners.
Read more
Syllabus
Course Overview
In this module, you learn about the business scenario that you will follow for this course and where the files are located in SAS Viya for Learners.
Read more
Traffic lights
Traffic lights
Read about what's good
what should give you pause and
possible dealbreakers
Designed for those in data science
Taught by Nicole Ball, a recognized expert in network, path, and text analytics
Students may require access to a computer
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Reviews summary
Sas analytics for network, path, text
According to learners, this course provides practical instruction on performing network, path, and text analyses using SAS Visual Analytics. Students appreciate the hands-on approach and the focus on applying these specific techniques within the SAS environment. Some reviewers note that the course assumes a certain level of familiarity with SAS VA and that data preparation is a critical step that requires attention. Overall, learners find the skills taught to be directly applicable to their professional work in analytics.
Data structure and preparation are critical.
"Understanding the specific data format required for network analysis was crucial and sometimes tricky."
"The course highlighted the importance of cleaning and structuring data correctly before using the tools."
"I realized how much time needs to be spent on getting the data ready for analysis in SAS VA."
"Need to pay close attention to how the input data should be structured for each analysis type."
Directly applicable to professional work.
"I can immediately use these techniques in my job as a data analyst using SAS."
"This course provided practical skills directly relevant to my career in analytics using SAS Visual Analytics."
"Very useful for anyone working with or planning to use SAS Visual Analytics for these specific types of analyses."
Covers network, path, and text analysis.
"It was great to focus specifically on implementing path analysis and interpreting the results."
"I appreciated the detailed look at the text analytics features available in SAS VA."
"This course covered exactly the network and text analysis methods I needed for my work projects."
"Provides a good overview and practical steps for these three distinct analytics areas."
Hands-on application of analysis methods.
"I learned how to perform network analysis directly in SAS Visual Analytics using the provided labs."
"The demonstrations clearly showed how to use the SAS VA interface for each type of analysis."
"Putting these concepts into practice with the hands-on labs was very helpful for solidifying my understanding."
"It focused well on applying the specific techniques within the SAS Visual Analytics platform."
"Excellent focus on the practical steps required in the software."
Assumes some SAS VA familiarity, pace varies.
"Some sections moved quite quickly and assumed a base level of familiarity with SAS VA navigation."
"I found the pace challenging at times, especially without extensive prior SAS Visual Analytics experience."
"It helps if you have some prior exposure to the SAS Viya environment mentioned in the course."
"Might be difficult if you are completely new to the SAS Visual Analytics interface."
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 Performing Network, Path, and Text Analyses in SAS Visual Analytics with these
activities:
Read "Network Analysis: A Practical Introduction"
Show steps
Expand your understanding of network analysis by delving into this comprehensive book.
View
Network Analysis: Methodological Foundations...
on Amazon
Show steps
-
Obtain a copy of the book.
-
Read and take notes on the key concepts.
-
Complete the exercises and case studies to reinforce your learning.
Review network analysis concepts
Show steps
Reinforce your understanding of network analysis fundamentals by following online tutorials.
Browse courses on
Network Analysis
Show steps
-
Identify reputable sources for network analysis tutorials.
-
Select tutorials that cover the core concepts of network analysis.
-
Actively engage with the tutorials by taking notes and practicing the techniques.
Develop a data structure for network analysis
Show steps
Solidify your understanding of data structures by implementing one for network analysis.
Show steps
-
Choose a programming language and a data structure library.
-
Implement the basic operations for the chosen data structure (e.g., add node, remove edge).
-
Test the implemented data structure with sample network data.
Two other activities
Expand to see all activities and additional details
Show all five activities
Create a network visualization using Path Analysis
Show steps
Demonstrate your ability to use Path Analysis to visualize network data by creating a compelling visualization.
Browse courses on
Path Analysis
Show steps
-
Gather network data and identify the relationships to be visualized.
-
Use Path Analysis to create a network visualization.
-
Refine the visualization for clarity and impact.
Become a peer mentor for a beginner in network analysis
Show steps
Solidify your understanding by mentoring a beginner and reinforcing key concepts.
Show steps
-
Identify a beginner who would benefit from your guidance.
-
Set up regular mentoring sessions and prepare materials.
-
Provide support, guidance, and encouragement.
Read "Network Analysis: A Practical Introduction"
Show steps
Expand your understanding of network analysis by delving into this comprehensive book.
View
Network Analysis: Methodological Foundations...
on Amazon
Show steps
Show steps
Show steps
- Obtain a copy of the book.
- Read and take notes on the key concepts.
- Complete the exercises and case studies to reinforce your learning.
Review network analysis concepts
Show steps
Reinforce your understanding of network analysis fundamentals by following online tutorials.
Browse courses on
Network Analysis
Show steps
Show steps
Show steps
- Identify reputable sources for network analysis tutorials.
- Select tutorials that cover the core concepts of network analysis.
- Actively engage with the tutorials by taking notes and practicing the techniques.
Develop a data structure for network analysis
Show steps
Solidify your understanding of data structures by implementing one for network analysis.
Show steps
Show steps
Show steps
- Choose a programming language and a data structure library.
- Implement the basic operations for the chosen data structure (e.g., add node, remove edge).
- Test the implemented data structure with sample network data.
Two other activities
Expand to see all activities and additional details
Show all five activities
Create a network visualization using Path Analysis
Show steps
Demonstrate your ability to use Path Analysis to visualize network data by creating a compelling visualization.
Browse courses on
Path Analysis
Show steps
Show steps
Show steps
- Gather network data and identify the relationships to be visualized.
- Use Path Analysis to create a network visualization.
- Refine the visualization for clarity and impact.
Become a peer mentor for a beginner in network analysis
Show steps
Solidify your understanding by mentoring a beginner and reinforcing key concepts.
Show steps
Show steps
Show steps
- Identify a beginner who would benefit from your guidance.
- Set up regular mentoring sessions and prepare materials.
- Provide support, guidance, and encouragement.
Career center
Learners who complete Performing Network, Path, and Text Analyses in SAS Visual Analytics will develop knowledge and skills
that may be useful to these careers:
Data Analyst
Data Analyst
Data Analysts help businesses make informed decisions by collecting, analyzing, and interpreting data. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Data Analysts, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Data Analysts.
Market Research Analyst
Market Research Analyst
Market Research Analysts study market conditions and trends to help businesses make informed decisions. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Market Research Analysts, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Market Research Analysts.
Business Analyst
Business Analyst
Business Analysts help businesses improve their performance by identifying and solving problems. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Business Analysts.
Data Scientist
Data Scientist
Data Scientists use data to build models and solve problems for businesses. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Data Scientists, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Data Scientists.
Statistician
Statistician
Statisticians collect, analyze, and interpret data to help businesses make informed decisions. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Statisticians, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Statisticians.
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to help businesses improve their operations. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Operations Research Analysts, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Operations Research Analysts.
Financial Analyst
Financial Analyst
Financial Analysts help businesses make informed decisions about their finances. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Financial Analysts, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Financial Analysts.
Actuary
Actuary
Actuaries use mathematical and statistical techniques to assess and manage risk for businesses. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Actuaries, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Actuaries.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Software Engineers, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, all valuable skills for Software Engineers.
Data Engineer
Data Engineer
Data Engineers design, build, and maintain data pipelines and infrastructure. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Data Engineers, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, all valuable skills for Data Engineers.
Database Administrator
Database Administrator
Database Administrators design, build, and maintain databases. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Database Administrators, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, all valuable skills for Database Administrators.
Quantitative Analyst
Quantitative Analyst
Quantitative Analysts use mathematical and statistical techniques to analyze and predict financial data. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Quantitative Analysts, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Quantitative Analysts.
Risk Analyst
Risk Analyst
Risk Analysts identify, assess, and manage risks for businesses. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Risk Analysts, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Risk Analysts.
Compliance Officer
Compliance Officer
Compliance Officers ensure that businesses comply with laws and regulations. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Compliance Officers, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Compliance Officers.
Fraud Examiner
Fraud Examiner
Fraud Examiners investigate and prevent fraud for businesses. This course in Performing Network, Path, and Text Analyses in SAS Visual Analytics may be useful for aspiring Fraud Examiners, as it provides training in the use of SAS Visual Analytics, a powerful tool for data analysis and visualization. The course covers topics such as creating network analysis, path analysis, and text analytics in SAS Visual Analytics, which are all valuable skills for Fraud Examiners.
For more career information including salaries, visit:
OpenCourser.com/course/yulewz/performing
Reading list
We've selected eight 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
Performing Network, Path, and Text Analyses in SAS Visual Analytics.
Provides a comprehensive overview of network analysis and visualization in SAS Visual Analytics. It covers the basics of network analysis, as well as more advanced topics such as community detection and path analysis. This book would be a valuable resource for anyone who wants to learn more about network analysis in SAS Visual Analytics.
Provides a comprehensive introduction to network analysis. It covers the basics of network analysis, as well as more advanced topics such as network visualization, community detection, and network modeling. This book would be a valuable resource for anyone who wants to learn more about network analysis.
Provides a primer on path analysis. It covers the basics of path analysis, as well as more advanced topics such as mediation and moderation analysis. This book would be a valuable resource for anyone who wants to learn more about path analysis.
Provides a comprehensive handbook on social network analysis. It covers the basics of social network analysis, as well as more advanced topics such as network visualization, community detection, and network modeling. This book would be a valuable resource for anyone who wants to learn more about social network analysis.
Save
Provides a comprehensive overview of text mining. It covers the basics of text mining, as well as more advanced topics such as sentiment analysis and topic modeling. This book would be a valuable resource for anyone who wants to learn more about text mining.
Provides a practical guide to analyzing social media networks with NodeXL. It covers the basics of social network analysis, as well as more advanced topics such as network visualization, community detection, and network modeling. This book would be a valuable resource for anyone who wants to learn more about analyzing social media networks.
Save
Provides a practical guide to analyzing social networks with R. It covers the basics of social network analysis, as well as more advanced topics such as network visualization, community detection, and network modeling. This book would be a valuable resource for anyone who wants to learn more about analyzing social networks with R.
Provides a practical guide to text mining with R. It covers the basics of text mining, as well as more advanced topics such as sentiment analysis and topic modeling. This book would be a valuable resource for anyone who wants to learn more about text mining with R.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/yulewz/performing
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Level
Intermediate
Via
Coursera
Institution
SAS
Instructor
Nicole Ball
Language
English
Transcripts
Español
Français
Deutsch
Italiano
العربية
日本語
Pусский
This course belongs to a
collection
called
SAS Visual Business Analytics. It's comprised of five courses:
- Data Analysis and Reporting in SAS Visual Analytics
- Getting Started with SAS Visual Analytics
- Creating Advanced Reports with SAS Visual Analytics
- Performing Network, Path, and Text Analyses in SAS Visual Analytics (viewing)
- Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics
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