IBM SPSS Modeler Essentials
Learn data mining and the CRISP-DM process model with IBM SPSS Modeler. Explore, analyze, and interpret data to make informed business decisions. Gain new skills and extract data efficiently. Written by experts with over 20 years of experience in predictive analytics and data science. Perfect for those wanting to take control of their data mining process using IBM SPSS Modeler.
What you’ll learn
- Learn about data mining and the CRISP-DM process model
- Become familiar with the IBM SPSS Modeler User Interface
- Import data into the Modeler and assess data quality
- Select the appropriate data and combine data files
- Develop models and learn how to interpret results
- Evaluate your data models efficiently
- Deploy data models to production
IBM SPSS Modeler enables
you to explore data, identify important relationships that you can
leverage, and build predictive models quickly, allowing your
organization to base its decisions purely on the insights obtained from
your data.
With
the help of this course, you’ll follow the industry-standard data mining
process, gaining new skills at each stage, from loading data to
integrating results into everyday business practices. Get a handle on
the most efficient ways of extracting data from your own sources,
preparing it for exploration and modeling. You will be acquainted with
the best methods for building models that will perform well in your
workplace.
Go beyond the basics and get the full power of your data mining workbench using IBM SPSS Modeler with this handy tutorial.
About the Author :
Jesus Salcedo has a Ph.D. in Psychometrics from Fordham University. He is an independent statistical consultant and has been using SPSS products for over 20 years. He is a former SPSS Curriculum Team Lead and Senior Education Specialist who has written numerous SPSS training courses and trained thousands of users.
KEITH MCCORMICK is a career-long practitioner of predictive analytics and data science. He has engaged in statistical modeling, data mining, and mentoring others in the area for more than 20 years. He has particular expertise in helping organizations perform their first predictive analytics project or build their first predictive analytics practice, and has done so in a variety of industries including healthcare, banking, telecommunications, non-profit, direct mail, pharmaceuticals, and retail. Keith is also an established author and speaker with four books in print or under contract. Although his consulting work is not restricted to any one tool, his writing and speaking have made him particularly well known in the IBM SPSS Statistics and IBM SPSS Modeler communities.
Who this course is for:
- If you want to take more control over your data mining process using IBM SPSS Modeler, this video is for you. Some familiarity with modeling and text mining will be helpful but is not essential for this course.
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