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.

Johns Hopkins University
Skills you'll gain: Electronics, Systems Of Measurement, Digital Signal Processing, Data Processing, Analytics, Electronic Components, Statistical Methods, Open Source Technology, Mathematical Modeling
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Dashboard Creation, Dashboard, Data Modeling, Business Intelligence, Data Access, Microsoft Copilot, Data Integration, Interactive Data Visualization, Data-Driven Decision-Making, Performance Reporting, Data Transformation, Data Cleansing, ChatGPT, Model Optimization
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Predictive Modeling, Data Preprocessing, Django (Web Framework), Data Visualization, Plot (Graphics), Predictive Analytics, Statistical Visualization, Model Training, Model Evaluation, File I/O, Application Programming Interface (API), Programming Principles, Databases, Development Environment, Web Applications, Code Reusability, Data Management, Functional Design, Memory Management, Data Validation
Intermediate · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, LLM Application, Data Pipelines, Hugging Face, Large Language Modeling, Apache Spark, Responsible AI, Analytics, Data Analysis, Data Processing, Data Science, Machine Learning
Beginner · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Construction Estimating, Cost Estimation, Building Information Modeling, Project Estimation, Project Risk Management, Cost Management, Risk Management, Estimation, Oral Expression, Verbal Communication Skills, Risk Mitigation, Bidding, Architecture and Construction, Communication, Presentations, Contingency Planning, Analysis
Intermediate · Course · 1 - 4 Weeks

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

University of Maryland, College Park
Skills you'll gain: Cybersecurity, Cyber Security Policies, Cyber Risk, Risk Management, Cyber Governance, Cyber Attacks, Stakeholder Engagement, Risk Mitigation, Business Risk Management, Cyber Security Strategy, Risk Management Framework, Stakeholder Communications, Enterprise Risk Management (ERM), Stakeholder Management, Information Systems Security, Risk Analysis, Risk Modeling, Governance, Strategic Communication, Information Privacy
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Matlab, Estimation, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Control Systems, Mathematical Software, Simulation and Simulation Software, Model Evaluation, Derivatives, System Implementation, Calculus
Intermediate · Course · 1 - 4 Weeks

Universidad de Palermo
Skills you'll gain: Civil and Architectural Engineering, Architecture and Construction, Civil Engineering, Sustainable Architecture, Sustainable Technologies, Project Management, Engineering Management, Innovation, Sustainable Design, AI Integrations, Organizational Change, Robotics, Culture Transformation, Case Studies, AI literacy, 3D Modeling
Beginner · Course · 1 - 4 Weeks

University of Virginia
Skills you'll gain: Design Thinking, Technology Strategies, IT Management, Agile Methodology, Process Design, Customer experience strategy (CX), Stakeholder Engagement, Solution Design, Business Strategies, Agile Project Management, Business Modeling, Business Process, Stakeholder Management, Performance Metric, Lean Methodologies, Performance Measurement, User Feedback, Value Propositions, Sales
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Project Finance, Program Management, Program Development, Project Planning, Financial Planning, Business Modeling, Diagram Design, Productivity Software, Agile Methodology, Strategic Planning
Intermediate · Guided Project · Less Than 2 Hours

Microsoft
Skills you'll gain: Retrieval-Augmented Generation, Agentic Workflows, AI Workflows, AI Orchestration, AI Integrations, Context Engineering, Regulatory Compliance, Responsible AI, Context Management
Intermediate · Course · 1 - 4 Weeks