Predictive Models Courses and Certifications

Mathematical Decision Making: Predictive Models and Optimization

64 ratings at The Great Courses Plus

Handle complex decisions with ease and confidence using powerful mathematical concept in this course taught by an award-winning mathematician.

• The Great Courses Plus
• 12 hours 28 minutes
• Self-Paced
• Free Trial Available

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 ratings

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• Self-Paced
• Paid Course

MathWorks

Data Processing and Feature Engineering with MATLAB

57 ratings

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

• Coursera
• 20 hours 6 minutes
• Self-Paced
• Paid Course

Biomedical Informatics Strategies to Enhance Individualized Predictive Models

Explore strategies for enhancing individualized predictive models in biomedical informatics, focusing on cutting-edge approaches and their potential impact on personalized healthcare.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

MathWorks Career Certificate

Practical Data Science with MATLAB

31 ratings

Develop practical data science skills using MATLAB for visualization, analysis, and modeling. Learn to process data, engineer features, and apply machine learning techniques across various industries without becoming a full-time developer.

• Coursera
• 8 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 4 courses

Career Certificate

Big Data

16 ratings

Gain hands-on experience with big data tools and systems. Learn to organize, analyze, and interpret data for better business decisions. Apply insights to real-world problems through predictive modeling and graph analytics.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Practical Predictive Analytics: Models and Methods

323 ratings at Coursera

Explore statistical experiment design, analytics, and machine learning methods. Learn to design experiments, analyze results, and apply classification and unsupervised learning techniques to solve real-world problems.

• Coursera
• 7 hours 33 minutes
• Self-Paced
• Paid Course

NPTEL;  IIT Roorkee

Supply Chain Analytics

27 ratings

Learn to optimize supply chains using analytics, forecasting, inventory management, network design, and decision-making under uncertainty. Gain practical skills for strategic planning and operational efficiency.

• YouTube
• 22 hours
• Self-Paced
• Free Video

Predictive Models for Toxic Chemical Releases

60 ratings at Coursera

Learn to model and assess toxic chemical releases, evaluate hazards, and propose safety measures in chemical engineering processes.

• Coursera
• 12 hours 49 minutes
• Self-Paced
• Paid Course

Coursera

Predictive Models for Financial Risk

Master supervised machine learning for financial risk assessment through hands-on Python projects, data preparation, model validation, and transparent business communication.

• Coursera
• 1 hour 43 minutes
• Self-Paced
• Paid Course

EDUCBA

Predictive Models: Build, Explore Data & Deploy

Master the complete predictive modeling lifecycle from data exploration to production deployment using real banking data and industry-standard evaluation techniques.

• Coursera
• 6 hours
• Self-Paced
• Paid Course

Coursera

Build Predictive & Supervised Models

Master production-ready machine learning workflows with random forest models, automated monitoring, and reproducible pipelines for reliable business forecasting.

• Coursera
• 3 hours 40 minutes
• Self-Paced
• Paid Course

Coursera

Optimize AI: Build & Evaluate Predictive Models

Master building and evaluating predictive models using scikit-learn, cross-validation, and performance metrics like F1 to optimize logistic regression and clustering for retail and credit-risk tasks.

• Coursera
• 1 hour 59 minutes
• Self-Paced
• Paid Course

Introduction to Spreadsheets and Models

6 ratings

Learn essential spreadsheet skills for data analysis and modeling. Master formulas, functions, and tools to create powerful business models and make informed decisions.

• Coursera
• 7 hours 59 minutes
• Self-Paced
• Paid Course

Accounting Analytics

6 ratings

Explore how financial and non-financial data drive performance, forecast scenarios, and inform strategy. Learn to analyze ratios, detect earnings management, use big data models, and link metrics to financial outcomes.

• Coursera
• 11 hours 47 minutes
• Self-Paced
• Paid Course