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 System
Skills you'll gain: Software Design, Software Development Life Cycle, Application Security, Technical Design, Software Architecture, Software Development Methodologies, Conceptual Design, Requirements Analysis
Mixed · Course · 1 - 3 Months

EIT Digital
Skills you'll gain: Sustainable Business, Corporate Sustainability, Business Transformation, Digital Transformation, Sustainable Development, Environmental Social And Corporate Governance (ESG), Governance, Innovation, Stakeholder Engagement, Business Strategies, Business Modeling, Market Opportunities
Intermediate · Course · 1 - 3 Months

Princeton University
Skills you'll gain: Biology, Physical Science, Biochemistry, Physics, Microbiology, Environmental Science, General Science and Research, Scientific Methods, Mathematical Modeling
Mixed · Course · 3 - 6 Months

Skills you'll gain: Unified Modeling Language, Data Modeling, Data Structures, Scripting, Object Oriented Programming (OOP), Python Programming, Software Design, Computer Programming, Software Engineering
Beginner · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Financial Statements, Financial Modeling, Proposal Writing, Financial Accounting, Corporate Finance, Business Metrics, Business Valuation, Capital Budgeting, Entrepreneurial Finance, Financial Management, Cost Benefit Analysis, Project Finance, Finance, Return On Investment, Accounting and Finance Software, Product Management, Presentations, Cash Flows
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Unsupervised Learning, Data Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Classification And Regression Tree (CART), Fraud detection, Machine Learning, Correlation Analysis, Scatter Plots, Market Analysis, Supervised Learning, Cross Selling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Keras (Neural Network Library), Artificial Neural Networks, Interactive Data Visualization, Predictive Modeling, Tensorflow, Applied Machine Learning, Feature Engineering, Data Science, Predictive Analytics, Data Manipulation, Data Cleansing, Machine Learning, Supervised Learning, Regression Analysis, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Magnetic Resonance Imaging, Data Analysis, Correlation Analysis, Analytical Skills, Image Analysis, Statistical Analysis, Advanced Analytics, Network Analysis, Medical Imaging, Regression Analysis, Psychology, Time Series Analysis and Forecasting, Matlab, Neurology, Statistical Modeling, Statistical Methods, Statistical Inference, Design Strategies, Machine Learning Algorithms
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Jupyter, Data Analysis, Computer Programming
Beginner · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Simulation and Simulation Software, Mathematical Modeling, Mechanical Engineering, Engineering Calculations, Mechanics, Algorithms, Torque (Physics), Differential Equations, Control Systems, Applied Mathematics, Calculus
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Large Language Modeling, Responsible AI, LLM Application
Beginner · Course · 1 - 3 Months

Skills you'll gain: Digital Transformation, Business Transformation, Product Lifecycle Management, Technology Strategies, Design Thinking, Competitive Analysis, Corporate Strategy, Business Strategy, Business Technologies, Business Economics, Process Design, Technology Roadmaps, Emerging Technologies, Market Dynamics, Business Modeling, Innovation, Leadership, Communication
Beginner · Course · 1 - 4 Weeks