Predictive Modeling Courses
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.
Popular Predictive Modeling Courses and Certifications
Skills you'll gain: Feature Engineering, Data Cleansing, Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Data Manipulation, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning, Predictive Analytics, Machine Learning Algorithms, Data Science, Python Programming
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Data Analysis, NoSQL, Data Modeling, Database Design, Databases, Data Storage Technologies, SQL, Data Storage, Data Capture, Query Languages, Relational Databases
Status: Free TrialUniversity of Virginia
Skills you'll gain: Design Thinking, Innovation, Process Design, Business Modeling, Customer experience strategy (CX), Business Process, Business Strategy, New Product Development, Strategic Partnership, Customer Analysis, Value Propositions, Product Management, Resource Allocation, Lean Methodologies, Market Opportunities
Status: PreviewThe University of Hong Kong
Skills you'll gain: Medical Imaging, Dentistry, Dental Procedures, Dental Instruments, Laboratory Testing, X-Ray Computed Tomography, Materials science, Dental Care, Biomedical Engineering, Oral Health, 3D Modeling, Chemistry
Status: PreviewÉcole Polytechnique
Skills you'll gain: Hydraulics, Real Time Data, Physical Science, Estimation, Spatial Data Analysis, Mathematical Modeling, Environmental Engineering, Engineering Analysis, Applied Mathematics, Mechanics
Status: Free TrialCorporate Finance Institute
Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Business Intelligence, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Data Analysis Software, Data Manipulation, Data Transformation, Time Series Analysis and Forecasting
Status: PreviewJohns Hopkins University
Skills you'll gain: Systems Thinking, Epidemiology, Social Network Analysis, Simulations, Network Analysis, Public Health, Agentic systems, Social Determinants Of Health, Behavioral Health, Economics, Software Installation
Status: FreeUniversity of Minnesota
Skills you'll gain: Hydraulics, Mechanical Engineering, Schematic Diagrams, Simulation and Simulation Software, Engineering, Engineering Analysis, Control Systems, Automation Engineering, Engineering Calculations, Mechanics, Matlab, Physics
Status: Free TrialDuke University
Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), Jenkins, DevOps, Large Language Modeling, Restful API, Serverless Computing, Generative AI, Amazon Web Services, Development Testing, Software Testing, Maintainability, Command-Line Interface, Prometheus (Software), Natural Language Processing, Computer Programming, Cloud Computing
Status: Free TrialUniversity of California, Davis
Skills you'll gain: Data Governance, Data Quality, Data Integration, Data Dictionary, Data Validation, Health Informatics, Data Modeling, Extract, Transform, Load, Data Synthesis, Health Systems, Fraud detection, Data Management, Metadata Management, Health Care, Analytics, Clinical Data Management, Healthcare Industry Knowledge, Data Analysis, Health Information Management, Data Literacy
Status: PreviewThe Hong Kong University of Science and Technology
Skills you'll gain: Physics, Experimentation, Advanced Mathematics, Physical Science, Quantitative Research, Engineering Analysis, Mathematical Modeling
Status: PreviewÉcole Polytechnique
Skills you'll gain: Vibrations, Hydraulics, Environmental Engineering, Civil Engineering, Mechanical Engineering, Engineering, Mechanics, Chemical and Biomedical Engineering, Simulation and Simulation Software, Applied Mathematics, Biomedical Engineering, Mathematical Modeling
Searches related to predictive modeling
In summary, here are 10 of our most popular predictive modeling courses
- Titanic Survival Prediction Using Machine Learning:Â Coursera
- Geographical Information Systems - Part 1: École Polytechnique Fédérale de Lausanne
- Innovating with the Business Model Canvas:Â University of Virginia
- Materials in Oral Health:Â The University of Hong Kong
- Wind resources for renewable energies: École Polytechnique
- Intermediate DAX & Time Intelligence:Â Corporate Finance Institute
- Systems Science and Obesity:Â Johns Hopkins University
- Fundamentals of Fluid Power:Â University of Minnesota
- Rust Programming:Â Duke University
- Health Information Literacy for Data Analytics:Â University of California, Davis
