Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

Develop Your SPSS Skills

via LinkedIn Learning Path

Go to class Write review
GetSmarter Ad

AI Adoption - Drive Business Value and Organizational Impact

Learn More → Boot.dev Ad

Learn Backend Development Part-Time, Online

Learn More →

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Unlock the full potential of SPSS with this comprehensive learning path. Master regression analysis, predictive analytics, classification, decision trees, machine learning, and unsupervised learning. Learn to choose the right algorithms, uncover hidden patterns, and apply advanced techniques through practical examples. Start your journey to becoming a data analysis and machine learning expert today!
  • Master the basic features and functions of SPSS Statistics.
  • Learn the basics of using SPSS in academic research.
  • Take a deep dive into using SPSS for ML and AI.
  • Use unsupervised learning models for pattern recognition.

Syllabus

Courses under this program:
Course 1: SPSS Statistics Essential Training
-Learn all the essentials of using SPSS, a statistical software suite for data management and advanced analytics.

Course 2: Machine Learning & AI Foundations: Linear Regression
-Expand your data science skills by learning how to leverage the concepts of linear regression to solve real-world problems.

Course 3: Machine Learning and AI Foundations: Classification Modeling
-Classification methods are among the most important in modern data science. Learn classification strategies and algorithms for machining learning and AI.

Course 4: Machine Learning and AI Foundations: Decision Trees with SPSS
-Establish a strong foundation in ML by exploring the IBM SPSS Modeler and learning about CHAID and C&RT. This course is designed to help expand your data science skills.

Course 5: Machine Learning and AI: Advanced Decision Trees with SPSS
-Work toward a mastery of machine learning by exploring advanced decision tree algorithm concepts. Learn about the QUEST and C5.0 algorithms and a few advanced topics.

Course 6: Machine Learning and AI Foundations: Clustering and Association
-Learn how to use cluster analysis, association rules, and anomaly detection algorithms for unsupervised learning.

Courses

Taught by

Barton Poulson, Yash Patel and Keith McCormick

Reviews

Start your review of Develop Your SPSS Skills

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.