Predictive Modeling Courses and Certifications

Machine Learning using Python

489 ratings at Udemy

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in Python

• Udemy
• 18 hours 49 minutes
• On-Demand
• Paid Course

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

The Complete SAP Analytics Cloud Course

4330 ratings at Udemy

Learn to create stories, plans, digital boardroom, analytic apps, and make predictions in SAC. Data source included.

• Udemy
• 3 hours 45 minutes
• On-Demand
• Paid Course

The Top 5 Machine Learning Libraries in Python

4310 ratings at Udemy

A Gentle Introduction to the Top Python Libraries used in Applied Machine Learning

• Udemy
• 1 hour 39 minutes
• On-Demand
• Free Online Course

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

Microcredential

Google Advanced Data Analytics

Expand your data analytics skills with hands-on projects using Jupyter Notebook, Python, and Tableau. Prepare for senior roles through advanced topics like machine learning and predictive modeling.

• Coursera
• On-Demand
• Paid Course
• 7 courses

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

Machine Learning Practical Workout | 8 Real-World Projects

1890 ratings at Udemy

Build 8 Practical Projects and Go from Zero to Hero in Deep/Machine Learning, Artificial Neural Networks

• Udemy
• 14 hours 15 minutes
• On-Demand
• Paid Course

Microcredential

Python Data Products for Predictive Analytics

Master Python for predictive analytics: Create data strategies, develop statistical models, and deploy machine learning models to make accurate predictions for business and research purposes.

• Coursera
• 22 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

Logistic Regression using SAS - Indepth Predictive Modeling

1114 ratings at Udemy

Analytics /Machine Learning / Data Science: Statistical / Econometrics foundation, SAS Program details, Modeling demo

• Udemy
• 18 hours
• On-Demand
• 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

Microcredential

SAS Statistical Business Analyst

Enhance predictive and statistical modeling skills to drive data-informed business outcomes. Learn hypothesis testing, regression modeling, and logistic regression using SAS software.

• Coursera
• 13 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses

Hands-On HR Analytics Online Course for Human Resources

861 ratings at Udemy

People Analytics & Analytical Process to Human Capital | XL & Open Source Data Mining & ML Tools | 6 Data Assignments

• Udemy
• 7 hours
• On-Demand
• Paid Course

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

Training Sets, Test Sets, R, and ggplot

741 ratings at Udemy

Learn to evaluate regression models using training and test sets in R, mastering data division, MSE calculation, visualization with ggplot, and advanced R programming techniques for model performance assessment.

• Udemy
• 1 hour 30 minutes
• On-Demand
• Free Online Course