Predictive Modeling Courses and Certifications

Machine Learning using Python

424 ratings at Udemy

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

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

Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls

64 ratings at Coursera

Explore machine learning's technical aspects, from foundational principles to advanced methods. Learn to avoid pitfalls, interpret models, and evaluate performance while gaining insights into cutting-edge techniques and ethical considerations.

• Coursera
• 17 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

University of Pennsylvania;  Wharton

Modeling Risk and Realities

2195 ratings at Coursera

Learn to create quantitative models for informed decision-making in complex, uncertain situations. Develop skills in optimization, risk management, and predictive modeling to make data-driven choices in various business scenarios.

• Coursera
• 7 hours 25 minutes
• On-Demand
• Free Online Course (Audit)

AT&T

Model Building and Validation

6 reviews

This course will teach you how to start from scratch in understanding and paying attention to what is important in the data and how to answer questions about data.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

The Top 5 Machine Learning Libraries in Python

4281 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

The Complete SAP Analytics Cloud Course

4169 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

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

Machine Learning Practical Workout | 8 Real-World Projects

1857 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

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

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

Training Sets, Test Sets, R, and ggplot

734 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

Supervised Machine Learning: Regression

557 ratings at Coursera

Explore supervised machine learning regression techniques, from linear models to regularization methods, with hands-on practice in error metrics, data splitting, and model selection for continuous outcome prediction.

• Coursera
• 20 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

Artificial Neural Networks for Business Managers in R Studio

529 ratings at Udemy

You do not need coding or advanced mathematics background for this course. Understand how predictive ANN models work

• Udemy
• 7 hours 42 minutes
• On-Demand
• Paid Course

Six Sigma Black Belt Level Regression Analysis

520 ratings at Udemy

Get ready for ASQ & IASSC Six Sigma Black Belt Certification BoK Topic | Get a Primer on Predictive Modeling

• Udemy
• 2 hours 16 minutes
• On-Demand
• Free Online Course