Predictive Modeling Courses and Certifications

Time Series Analysis in R

Learn the core techniques necessary to extract meaningful insights from time series data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Multiple and Logistic Regression in R

In this course you'll learn to add multiple variables to linear models and to use logistic regression for classification.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

The Number Mysteries - Marcus du Sautoy

Explore the unexpected applications of mathematics in predicting the future, from prime numbers to football, in this engaging lecture by Marcus du Sautoy.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Predictive Modeling Fundamentals I

Learn predictive modeling fundamentals, including CRISP-DM methodology, common techniques, and hands-on practice with IBM SPSS Modeler to solve real-world data challenges.

• Cognitive Class
• 6 hours
• On-Demand
• Free Online Course

Decision Trees and Ensemble Methods

Explore decision trees, ensemble methods, and advanced techniques like random forests and boosting algorithms for improved machine learning model performance.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

The Data Science of Healthcare, Medicine, and Public Health, with Barton Poulson

1942 ratings at LinkedIn Learning

Learn how the dramatically increased quantities of data—and the methods for analyzing this data—are changing the theory and practice of healthcare.

• LinkedIn Learning
• 2 hours 32 minutes
• On-Demand
• Free Trial Available

SQL for Finance Professionals

1926 ratings at LinkedIn Learning

Learn the fundamentals to get started in using SQL for financial analysis and modeling.

• LinkedIn Learning
• 1 hour 9 minutes
• On-Demand
• Free Trial Available

Introduction to Spark with sparklyr in R

Learn how to run big data analysis using Spark and the sparklyr package in R, and explore Spark MLIb in just 4 hours.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

STAT 508: Applied Data Mining & Statistical Learning

Explore statistical learning and data mining methods using R, covering predictive modeling, clustering, and dimension reduction techniques for analyzing complex datasets.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

Python Data Analytics

Learn to import, explore, and analyze data using Python tools like NumPy, Matplotlib, and Pandas. Develop skills in data visualization, statistical analysis, and predictive modeling for informed decision-making.

• California Community Colleges System
• 7 weeks, 3 hours a week
• 24th Mar, 2025
• Paid Course

Generalized Linear Models in Python

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

• DataCamp
• 5 hours
• On-Demand
• Free Trial Available

HR Analytics: Predicting Employee Churn in Python

In this course you'll learn how to apply machine learning in the HR domain.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Analyzing Election and Polling Data in R

Learn R for data science by wrangling, visualizing, and modeling political data like polls and election results.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Bayesian Regression Modeling with rstanarm

Learn how to leverage Bayesian estimation methods to make better inferences about linear regression models.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

SPSS Statistics Essential Training

533 ratings at LinkedIn Learning

Get up and running with SPSS Statistics. Learn how to work with the program to make data visualizations, calculate descriptive statistics, and more.

• LinkedIn Learning
• 6 hours
• On-Demand
• Free Trial Available