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.

Skills you'll gain: Competitive Analysis, Market Opportunities, Strategic Thinking, Business Strategy, New Business Development, Market Analysis, Business Analysis, Entrepreneurship, Risk Analysis, Business Modeling, Analysis, Innovation, Business Research, Growth Strategies
Intermediate · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Relationship Management, Customer Insights, Marketing Analytics, Customer Acquisition Management, Marketing Effectiveness, Customer Analysis, Marketing Strategies, Return On Investment, Consumer Behaviour, Growth Strategies, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Universidade Estadual de Campinas
Skills you'll gain: Digital Communications, Image Quality, Electronics Engineering, Electrical Engineering, Systems Design, Telecommunications, Mathematical Modeling, Engineering Analysis, Applied Mathematics
Mixed · Course · 1 - 3 Months

University of Cambridge
Skills you'll gain: Accrual Accounting, Accruals, Financial Accounting, Financial Modeling, Accounting, Equities, Financial Market, Capital Markets, Financial Analysis, Sustainable Business, Depreciation, Financial Statements, Cash Flows, Loans, Profit and Loss (P&L) Management, Microsoft Excel, Strategic Decision-Making
Intermediate · Course · 1 - 3 Months

University of London
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), C and C++, Object Oriented Design, Programming Principles, Data Structures, Data Modeling, Data Management
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Education Software and Technology, Learning Management Systems, Design Strategies, Software Design, Systems Analysis, User Centered Design, Requirements Analysis, Virtual Environment, Quality Assurance, Technology Strategies, Digital Communications, Technical Writing
Intermediate · Specialization · 1 - 3 Months

École normale supérieure
Skills you'll gain: Algebra, Linear Algebra, Combinatorics, General Mathematics, Advanced Mathematics, Arithmetic, Mathematics and Mathematical Modeling
Mixed · Course · 1 - 3 Months

Skills you'll gain: Exploratory Data Analysis, Seaborn, Plotly, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Analysis, Python Programming, Predictive Modeling, Data Science, Jupyter, Cloud Applications
Intermediate · Guided Project · Less Than 2 Hours

Peking University
Skills you'll gain: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Computational Thinking, Combinatorics, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Data Structures, Design Strategies
Intermediate · Course · 1 - 3 Months
Duke University
Skills you'll gain: Financial Statement Analysis, Financial Statements, Balance Sheet, Financial Acumen, Income Statement, Financial Analysis, Profit and Loss (P&L) Management, Business Modeling, Operational Analysis, Operational Efficiency
Beginner · Course · 1 - 4 Weeks

University of Cape Town
Skills you'll gain: Financial Regulations, FinTech, Financial Regulation, Financial Systems, Blockchain, Mobile Banking, Banking, Financial Services, Consumer Lending, Financial Market, Emerging Technologies, Regulatory Requirements, Loans, Lending and Underwriting, Regulatory Compliance, Payment Systems, International Finance, Payment Processing, Risk Modeling
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Probability & Statistics, Statistical Analysis, Statistics, Data Visualization, Statistical Hypothesis Testing, Descriptive Statistics, Data Analysis, Statistical Methods, Probability Distribution, Correlation Analysis, Statistical Inference, Sampling (Statistics), Large Language Modeling, LLM Application
Beginner · Course · 1 - 4 Weeks