Enroll Course: https://www.coursera.org/learn/sas-predictive-modeling-using-logistic-regression
In today’s data-driven world, being able to leverage statistical models is an invaluable skill. Coursera’s course titled ‘Predictive Modeling with Logistic Regression using SAS’ offers a comprehensive dive into the realm of predictive analytics using SAS/STAT software. This course is not just for data professionals but also for those looking to gain a solid foundation in predictive modeling.
Course Overview
The course emphasizes the LOGISTIC procedure, a key element in SAS for performing logistic regression. It covers crucial topics such as variable selection, handling missing data, and understanding model performance metrics. Additionally, learners will explore variable recoding and efficient techniques for managing large datasets, making it suitable for aspiring data scientists and business analysts alike.
Syllabus Breakdown
The course unfolds in several structured modules:
- Course Overview and Logistics: Begin your journey with an understanding of course expectations and objectives.
- Understanding Predictive Modeling: Dive into the foundations of predictive modeling and analyze real-world data scenarios.
- Fitting the Model: This module explores how to apply the logistic regression model using SAS effectively, including scoring new cases.
- Preparing the Input Variables, Part 1 & 2: Learn to tackle common problems with predictor variables, including selecting the most predictive variables for your model.
- Measuring Model Performance: Gain insights on assessing your model’s effectiveness and choosing the optimal model for your analysis.
- SAS Certification Practice Exam: Prepare for certification with practice exams that reinforce your knowledge and skills.
Why You Should Enroll
This course not only equips you with the skills to perform logistic regression using SAS but also prepares you for real-world scenarios where predictive analytics play a critical role. The practical emphasis on data challenges and hands-on practice makes it easier to translate skills to your workplace challenges.
Final Thoughts
If you’re eager to delve into predictive modeling and enhance your data analysis skills, ‘Predictive Modeling with Logistic Regression using SAS’ is a course I highly recommend. With its structured content and practical applications, you’ll come away with invaluable knowledge that can elevate your career prospects in data science and statistical analysis.
Enroll Course: https://www.coursera.org/learn/sas-predictive-modeling-using-logistic-regression