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.

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Spatial Data Analysis, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Analysis, GIS Software, Global Positioning Systems, Land Development, 3D Modeling, Survey Creation, Systems Of Measurement
Intermediate · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Education Software and Technology, Calculus, Applied Mathematics, Algebra, Mathematical Modeling, Mathematics Education, Graphing, Derivatives
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Control Systems, Numerical Analysis, Simulations, Engineering Analysis, Visualization (Computer Graphics), Verification And Validation, Mathematical Modeling, Matlab
Advanced · Course · 1 - 3 Months

University of New Mexico
Skills you'll gain: Middleware, Model View Controller, Web Applications, Development Environment, Agile Software Development, Software Architecture, User Interface (UI) Design, Data Modeling, Software Development, Git (Version Control System), Ajax, Application Frameworks, Database Development, Hypertext Markup Language (HTML), Ruby on Rails, Relational Databases, Javascript
Mixed · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Cash Flows, Business Modeling, Financial Analysis, Risk Analysis, Project Finance, Financial Statement Analysis, Business Valuation, Financial Modeling, Entrepreneurship, Business Strategies, Business Planning, Presentations
Beginner · Course · 1 - 4 Weeks

Tableau Learning Partner
Skills you'll gain: Data Governance, Data Ethics, Data Warehousing, Extract, Transform, Load, Data Quality, Data Management, Tableau Software, Data Lakes, Data Architecture, Data Literacy, Data Storage, Data Modeling, Data Infrastructure, Databases, Business Intelligence, Data Integrity, Spreadsheet Software, Database Management, Relational Databases
Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Responsible AI, Generative AI, Generative AI Agents, Prompt Engineering, Amazon Bedrock, AWS SageMaker, AI Product Strategy, Amazon Web Services, MLOps (Machine Learning Operations), Application Development, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Development, Data Governance, Large Language Modeling, Commercialization, API Design, Cost Management, Solution Architecture, Data Management
Beginner · Professional Certificate · 1 - 3 Months

The Chinese University of Hong Kong
Skills you'll gain: Regression Analysis, Statistical Analysis, Statistical Methods, Advanced Analytics, Correlation Analysis, Statistical Software, Social Sciences, Statistical Modeling, Data Analysis, Data Analysis Software, Mathematical Modeling
Mixed · Course · 3 - 6 Months

L&T EduTech
Skills you'll gain: Electrical Systems, Electric Power Systems, Electrical Power, Control Systems, Electrical Equipment, Three-Phase, High Voltage, Wiring Diagram, Systems Analysis, Simulation and Simulation Software, Electrical Engineering, Network Analysis, Engineering Analysis, Numerical Analysis, Low Voltage, Mathematical Modeling, Simulations, Power Electronics, Graph Theory, Differential Equations
Intermediate · Specialization · 1 - 3 Months

Emory University
Skills you'll gain: Marketing Automation, Customer Retention, Marketing Operations, Marketing Effectiveness, Customer Acquisition Management, Marketing Analytics, Customer Analysis, Customer Insights, Marketing Strategies, AI Personalization, Customer Relationship Management, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Data Presentation, Applied Machine Learning, Machine Learning Methods, Predictive Modeling, Deep Learning, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Exploratory Data Analysis, Data-Driven Decision-Making, Data Analysis, Data Management, Analytical Skills, Statistical Inference, Team Management, Statistical Modeling, Strategic Decision-Making, Data Presentation, Statistics, Communication
Mixed · Course · 1 - 4 Weeks