
What you’ll learn
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Data Importing and Preparation: Learn how to import, clean, and prepare datasets in R, Minitab, SPSS, and SAS for predictive analysis.
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Information Value (IV) Calculation: Understand how to calculate Information Value (IV) and use it to assess the predictive power of variables in R
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Model Building and Optimization: Gain proficiency in building and optimizing logistic regression models, decision tree models, and other predictive models
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Data Visualization: Master data visualization techniques using tools like ggplot2 in R and various plotting options in Minitab, SPSS, and SAS
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Descriptive Statistics and Graphical Representations: Perform and interpret measures of dispersion, descriptive statistics, and create graphical presentations
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Hypothesis Testing and ANOVA: Conduct hypothesis testing, ANOVA, and other statistical analyses to make informed decisions based on data.
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Control Structures and Functions in R: Learn to write functions, use control structures, and implement loops in R programming for efficient data manipulation
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Advanced Statistical Techniques: Apply advanced statistical techniques such as non-linear regression, logistic regression, and multivariate analysis
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Predictive Modeling with SAS Enterprise Miner: Use SAS Enterprise Miner to build predictive models, select input data nodes, and perform variable selection
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Hands-On Projects: Gain practical experience through hands-on projects, such as card purchase prediction in R, to reinforce learning and apply skills
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Can I download Predictive Analytics & Modeling: R | Minitab | SPSS | SAS course?
You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The Predictive Analytics & Modeling: R | Minitab | SPSS | SAS course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.Are there any other coupons available for this course?
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Disclosure: This post may contain affiliate links and we may get small commission if you make a purchase. Read more about Affiliate disclosure here.