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 Illinois Urbana-Champaign
Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, People Development, Education and Training, Pedagogy, Curriculum Development, Instructional Strategies, Systems Analysis, Job Analysis, Analysis, Learning Styles
★ 4.1 (869) · Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Business Valuation, Financial Modeling, Cash Flows, Capital Budgeting, Cash Flow Forecasting, Financial Forecasting, Auditing, Financial Analysis, Microsoft Excel, Excel Formulas, Case Studies, Estimation, Corporate Finance, Risk Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cash Flow Forecasting, Project Finance, Financial Modeling, Financial Forecasting, Financial Analysis, Finance, Cash Management, Cash Flows, Revenue Forecasting, Project Management Life Cycle, Capital Expenditure, Waterfall Methodology, Private Equity, Microsoft Excel, Timelines, Operating Expense
Intermediate · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning
★ 4.7 (800) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Enterprise Risk Management (ERM), Derivatives, Futures Exchange, Risk Modeling, Financial Market, Portfolio Risk, Credit Risk, Risk Management, Risk Management Framework, Securities (Finance), Risk Analysis, Financial Modeling, Market Dynamics, Risk Mitigation, Financial Regulations, Performance Stress Testing
Mixed · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, Process Modeling, AI Workflows, Natural Language Processing, LLM Application, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Investment Management, Equities, Investments, Portfolio Risk, Financial Market, Private Equity, Tax Management, Financial Modeling, Asset Management, Financial Analysis, Return On Investment, Benchmarking, Tax Planning, Technical Analysis, International Finance, Performance Analysis, Financial Data, Stock Rotation, Market Dynamics
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Star Schema, Data Modeling, Database Design, Data Warehousing, Dashboard, Business Reporting, Dashboard Creation, Business Intelligence, Business Process, Business Intelligence Software, Self Service Technologies, Performance Tuning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Storytelling, Financial Auditing, Financial Modeling, Data Presentation, Auditing, Case Studies, Financial Analysis, Financial Data, Quality Assurance, Risk Analysis, Analysis, Model Evaluation, Storytelling, Quality Assessment, Critical Thinking, Verification And Validation, Financial Reporting, Investigation, Due Diligence, Business Valuation
Intermediate · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Database Design, Database Development, Relational Databases, Data Modeling, Database Software, Database Management Systems, Database Management, Oracle Databases, SQL, Query Languages, Data Integrity, Diagram Design, PostgreSQL
★ 4.6 (3.4K) · Intermediate · Course · 1 - 3 Months

Multiple educators
Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management
★ 4.7 (596) · Intermediate · Professional Certificate · 3 - 6 Months

University of Alberta
Skills you'll gain: Software Architecture, Unified Modeling Language, Systems Architecture, Software Design, Software Design Documents, Software Visualization, Product Family Engineering, Software Development, Software Documentation, Diagram Design, Software Technical Review, Application Deployment, Data Storage
★ 4.5 (944) · Intermediate · Course · 1 - 4 Weeks