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.

Duke University
Skills you'll gain: LLM Application, Large Language Modeling, Generative Model Architectures, Natural Language Processing, Open Source Technology, Prompt Engineering, Containerization, Application Deployment, Application Programming Interface (API), Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Salesforce, Responsible AI, Workflow Management, AI Personalization, Customer Relationship Management, Generative AI, Predictive Modeling, LLM Application, Data Security, Data Modeling, Large Language Modeling, Data Integration
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Integral Calculus, Calculus, Linear Algebra, Mathematical Theory & Analysis, Advanced Mathematics, Visualization (Computer Graphics), Applied Mathematics, Graphing, Mathematical Modeling, Spatial Data Analysis
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI, Risk Management Framework, MLOps (Machine Learning Operations), Responsible AI, Cloud Computing, Generative AI, Application Deployment, Application Programming Interface (API), Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Warehousing, Extract, Transform, Load, IBM Cognos Analytics, Database Design, Data Transformation, Data Mart, Star Schema, Data Modeling, MySQL, Dashboard, Data Architecture, Data Pipelines, PostgreSQL, Statistical Reporting, IT Automation, SQL
Intermediate · Course · 1 - 3 Months

Emory University
Skills you'll gain: AI Personalization, Personalized Service, Customer experience improvement, Self Service Technologies, Marketing Psychology, ChatGPT, Business-To-Consumer, Customer experience strategy (CX), Customer Engagement, Consumer Behaviour, MarTech, Customer Service, Artificial Intelligence, Marketing, Responsible AI, Marketing Analytics, Data Ethics, Return On Investment, Algorithms, Content Management
Intermediate · Course · 1 - 3 Months

FAIR Institute
Skills you'll gain: Risk Analysis, Cyber Risk, Risk Appetite, Cyber Governance, Risk Modeling, Risk Management, Regulatory Compliance, Cybersecurity, Governance, Threat Management, Enterprise Risk Management (ERM), Continuous Monitoring, Cyber Security Strategy, Governance Risk Management and Compliance, Strategic Decision-Making, Insurance, Compliance Management, Threat Modeling, Business Risk Management, Business Communication
Intermediate · Specialization · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Vibrations, Engineering Analysis, Advanced Mathematics, Physics, Engineering Calculations, Differential Equations, Linear Algebra, Calculus, Mathematical Modeling, Applied Mathematics, Experimentation
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Data Security, Cybersecurity, Cyber Attacks, Data Ethics, Authentications, Authorization (Computing), Cryptography, Human Factors (Security), Security Controls, Security Awareness, Information Privacy, Threat Modeling, Computer Security Incident Management, Risk Analysis, Technical Communication, Problem Solving, Communication
Build toward a degree
Beginner · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: JSON, Apple iOS, Mobile Development, Application Programming Interface (API), Swift Programming, Data Storage, Model View Controller, Data Modeling, Data Storage Technologies, UI Components, Network Protocols
Advanced · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Digital Transformation, Business Transformation, Data Strategy, Agile Methodology, Analytics, Business Analytics, Leadership, Business Process Reengineering, Business Modeling, Business Strategy, Strategic Thinking, Competitive Analysis, Market Opportunities, Project Management
Beginner · Course · 1 - 3 Months

Pearson
Skills you'll gain: Scope Management, Project Schedules, Project Scoping, Scheduling, Requirements Management, Resource Allocation, Project Planning, Sprint Planning, Project Management, Work Breakdown Structure, Agile Methodology, Project Estimation, Agile Project Management, Change Control, Dependency Analysis
Beginner · Course · 1 - 4 Weeks