Predictive modeling courses can help you learn statistical techniques, data preprocessing, regression analysis, and time series forecasting. You can build skills in evaluating model performance, feature selection, and interpreting results to make informed predictions. Many courses introduce tools like R, Python, and specialized libraries such as scikit-learn and TensorFlow, that support implementing predictive models and applying AI techniques effectively in various industries.

LearnQuest
Skills you'll gain: Data Preprocessing, Applied Machine Learning, Dimensionality Reduction, Data Cleansing, Scikit Learn (Machine Learning Library), Data Transformation, Artificial Neural Networks, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Supervised Learning, Classification Algorithms, Predictive Modeling, Python Programming
Intermediate · Course · 1 - 4 Weeks

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Vibrations, Engineering Design Process, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Applied Mathematics, Differential Equations, Mechanics, Calculus, Physics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Data Preprocessing, Applied Machine Learning, Machine Learning Methods, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Science, Python Programming, Regression Analysis
Intermediate · Guided Project · Less Than 2 Hours

Illinois Tech
Skills you'll gain: Statistical Inference, Regression Analysis, R Programming, Statistical Analysis, Statistical Modeling, R (Software), Data Science, Logistic Regression, Data Analysis, Probability & Statistics, Linear Algebra
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Business Modeling, Augmented and Virtual Reality (AR/VR), Innovation, Technology Strategies, Virtual Environment, Business Transformation, Systems Thinking, Emerging Technologies, Strategic Thinking, Business Strategies, Technology Solutions, Digital Transformation
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Responsible AI, Fraud detection, Financial Analysis, Risk Modeling, Financial Regulations, Lending and Underwriting
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Safety Standards, Safety Training, Hazard Analysis, Construction, Construction Engineering, Equipment Design, Facility Repair And Maintenance, Sustainable Engineering, Personal protective equipment, Real Time Data
Advanced · Course · 1 - 3 Months

Howard University
Skills you'll gain: Linear Algebra, Data Visualization, Applied Mathematics, NumPy, Jupyter, Mathematical Modeling, Data Science, Python Programming, Software Installation, Data Manipulation, Git (Version Control System)
Beginner · Course · 1 - 4 Weeks

Empower School of Health
Skills you'll gain: Health Informatics, Health Technology, Emerging Technologies, Digital Transformation, Health Systems, Big Data, Health Care, Robotics, Telehealth, Value-Based Care, Blockchain, Artificial Intelligence, Automation, Predictive Analytics, Machine Learning
Intermediate · Course · 1 - 4 Weeks

LearnKartS
Skills you'll gain: Project Risk Management, Risk Management, Risk Mitigation, Contingency Planning, Risk Analysis, Business Risk Management, Threat Management, Stakeholder Engagement, Project Planning, Agile Methodology, Stakeholder Communications, Decision Making, Plan Execution
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Recurrent Neural Networks (RNNs), Forecasting, Statistical Modeling, Model Evaluation, Feature Engineering, Data Visualization Software
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Business Planning, Competitive Analysis, Product Management, Market Analysis, Collaborative Software, Business Modeling, Version Control, Business Strategy, Organizational Skills, Business Writing, Organizational Structure, Business Priorities
Beginner · Guided Project · Less Than 2 Hours