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.

National Taiwan University
Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Structural Engineering, Architectural Drawing, 3D Assets, Construction, Drafting and Engineering Design, Computer Graphics, Building Design, Visualization (Computer Graphics), Computer-Aided Design, Engineering Calculations, Engineering Drawings, Design Software
★ 4.8 (54) · Mixed · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Business Planning, Simulation and Simulation Software, Customer Analysis, Advanced Analytics, A/B Testing, Data Mining, Business Analysis, Ideation, Sprint Planning, Problem Solving, Critical Thinking
Beginner · Specialization · 3 - 6 Months

Macquarie University
Skills you'll gain: Capital Budgeting, Financial Management, Corporate Finance, Business Valuation, Financial Modeling, Performance Measurement, Financial Analysis, Risk Analysis, Financial Statement Analysis, Equities, Return On Investment, Cash Flow Forecasting, Cash Flows, Securities (Finance), Cost Benefit Analysis, Working Capital, Performance Analysis
★ 3.7 (39) · Beginner · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Data Ethics, Responsible AI, No-Code Development, AI Integrations, AI Enablement, Regulatory Requirements, Compliance Management, Regulatory Compliance, Business Transformation, Business Process Automation, Business Process, Data Management, Risk Mitigation, Risk Analysis, Return On Investment, Digital Transformation, Business Leadership, Change Management, Data-Driven Decision-Making, Predictive Analytics
Beginner · Specialization · 1 - 3 Months

Multiple educators
Skills you'll gain: Data Storytelling, Storytelling, Conversion Funnel Analysis, Design Thinking, Solution Design, Business Strategies, Business Strategy, Business Modeling, Visual Storytelling, Marketing Communications, Data Visualization, Brand Strategy, Process Design, Project Portfolio Management, Digital Analysis, Advertising, Business Planning, Growth Strategies, Risk Management, Portfolio Risk
★ 4.8 (90) · Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Financial Modeling, Variance Analysis, Financial Statements, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Intelligence Software, Financial Forecasting, Power BI, Financial Analysis, Cash Flows, Cost Management, Spreadsheet Software, Balance Sheet, Financial Reporting, Microsoft Excel, Dashboard, Data Visualization, Key Performance Indicators (KPIs), Business Intelligence
★ 3.7 (7) · Intermediate · Specialization · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Training, Google Cloud Platform, Model Deployment, Applied Machine Learning, Predictive Modeling, Cloud Computing, Classification Algorithms, Cloud Deployment, Predictive Analytics
Intermediate · Project · Less Than 2 Hours

Universidad de los Andes
Skills you'll gain: Scrum (Software Development), Value Propositions, Proposal Development, Sprint Retrospectives, Business Modeling, Video Game Development, Customer Analysis, Agile Methodology, Software Development Methodologies, Agile Software Development, Presentations, Entrepreneurship, Game Design, Target Audience, Sprint Planning, Target Market, Backlogs, Agile Product Development, Agile Project Management, Market Opportunities
★ 4.5 (53) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, SAS (Software), Forecasting, Recurrent Neural Networks (RNNs), Feature Engineering, Statistical Analysis, Digital Signal Processing, Statistical Methods, Statistical Software, Regression Analysis, Data Transformation, Exploratory Data Analysis, Machine Learning Methods, Predictive Modeling, Applied Machine Learning, Data Wrangling, Data Analysis Software, Data Preprocessing, Unsupervised Learning, Statistical Modeling
★ 5 (11) · Intermediate · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Productivity, Brand Strategy, Market Research, Professional Networking, Time Management, Branding, Target Audience, Business Modeling, Target Market, Social Media, Prioritization, Driving engagement, Photo/Video Production and Technology, Promotional Materials, Business Strategy, Marketing Materials, Business Planning, Drive Engagement, Video Production, Marketing
★ 4.9 (19) · Intermediate · Specialization · 3 - 6 Months
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Chemical Engineering, Mechanical Engineering, Thermal Management, Chemistry, Engineering, Physics, Energy and Utilities, Process Engineering, Differential Equations, Applied Mathematics, Engineering Analysis, Engineering Calculations, Process Analysis, Physical Science, Mathematical Modeling
★ 4.6 (12) · Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Deployment, Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Model Optimization, Model Training, Data Pipelines, Cloud Deployment, Deep Learning, Data Preprocessing, Feature Engineering, Predictive Modeling, Model Evaluation, Data Import/Export, Artificial Neural Networks, Data Manipulation
★ 4.5 (137) · Intermediate · Course · 1 - 3 Months