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.

University of Colorado Boulder
Skills you'll gain: Equipment Design, Performance Tuning, Image Quality, Engineering Calculations, Electrical and Computer Engineering, Hardware Design, Engineering Analysis, Engineering, Scientific, and Technical Instruments, Computer-Aided Design, Systems Engineering, Image Analysis, System Design and Implementation, Engineering Design Process, Numerical Analysis, Systems Analysis, Simulation and Simulation Software, Laboratory Equipment, Design Software, Advanced Mathematics, Mathematical Modeling
Build toward a degree
Advanced · Specialization · 3 - 6 Months

UNSW Sydney (The University of New South Wales)
Skills you'll gain: Entrepreneurship, Financial Modeling, Financial Statements, Value Propositions, Income Statement, New Product Development, Business Modeling, Business Development, Market Opportunities, Investment Management, Lean Methodologies, Strategic Partnership, Persona Development, Customer Analysis, Presentations
Mixed · Course · 1 - 3 Months

Fractal Analytics
Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Exploratory Data Analysis, Feature Engineering, Interactive Data Visualization, Data Analysis Expressions (DAX), Human Centered Design, Storyboarding, SQL, Applied Machine Learning, Data Modeling, Machine Learning, Problem Solving, Python Programming
Beginner · Professional Certificate · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Power Electronics, Electrical Engineering, Electronic Systems, Electronic Components, Mathematical Modeling, Thermal Management, Engineering Analysis, Engineering Calculations, Engineering Design Process
Intermediate · Course · 1 - 4 Weeks

Starweaver
Skills you'll gain: Business Process Modeling, Business Process, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Google Gemini, Process Analysis, AI Product Strategy, ChatGPT, Market Opportunities, Scalability, Product Management, Business Strategy, Innovation, Product Development, AI Personalization, Product Requirements, Product Knowledge
Intermediate · Specialization · 1 - 4 Weeks

Tecnológico de Monterrey
Skills you'll gain: Innovation, Business Modeling, Design Thinking, Creative Problem-Solving, Entrepreneurship, Ideation, Corporate Strategy, Creative Thinking, Business Process, Storytelling, Business Strategies, New Business Development, Strategic Planning, Team Management, Business Strategy, Open Mindset, Value Propositions, Lean Methodologies, Organizational Development, Organizational Strategy
Advanced · Specialization · 3 - 6 Months
LearnQuest
Skills you'll gain: Oracle SQL Developer, SQL, Oracle Databases, PL/SQL, Database Design, Database Management Systems, Relational Databases, Database Management, Databases, Database Architecture and Administration, Data Storage, Transaction Processing, Stored Procedure, Data Management, Query Languages, Data Modeling, Network Architecture, Command-Line Interface, Data Integrity, Performance Tuning
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Capital Budgeting, Project Risk Management, Risk Analysis, Risk Mitigation, Risk Management, Financial Analysis, Project Finance, Business Valuation, Depreciation, Cash Flows, Financial Modeling, Spreadsheet Software, Microsoft Excel, Corporate Tax
Build toward a degree
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Image Analysis, Tensorflow, Computer Vision, Keras (Neural Network Library), JSON, Applied Machine Learning, Javascript, Deep Learning, Data Processing, Real Time Data, Web Applications, Machine Learning
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Entrepreneurship, Business Planning, Entrepreneurial Finance, Go To Market Strategy, New Product Development, Financial Forecasting, Business Development, Business Strategy, Growth Strategies, Financial Modeling, Fundraising and Crowdsourcing, Customer Acquisition Management, Financial Planning, Presentations, Team Management, Business Metrics
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Spatial Analysis, ArcGIS, Geographic Information Systems, Geospatial Mapping, Data Quality, Data Mapping, Data Modeling, Data Management, Data Storage, Data Sharing, Data Manipulation, Relational Databases, Query Languages, Analytics
Intermediate · Course · 1 - 4 Weeks
Instituto Tecnológico de Aeronáutica
Skills you'll gain: Unified Modeling Language, JUnit, Object Oriented Design, Object Oriented Programming (OOP), Unit Testing, Java, Java Programming, Programming Principles, Software Engineering, Software Design, Maintainability, Software Testing, Eclipse (Software)
Intermediate · Course · 1 - 3 Months