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.

Arizona State University
Skills you'll gain: Regression Analysis, Experimentation, Statistical Methods, Statistical Analysis, Statistical Modeling, Research Design, Statistical Software, Mathematical Modeling, Analysis, Data Analysis Software
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Generative AI, Fraud detection, Feature Engineering, Cybersecurity, Cyber Security Strategy, Threat Modeling, Deep Learning, Anomaly Detection, Artificial Intelligence, Security Testing, Machine Learning Methods, Reinforcement Learning, Machine Learning
Intermediate · Course · 1 - 3 Months

The Hong Kong University of Science and Technology
Skills you'll gain: Physics, Advanced Mathematics, Numerical Analysis, Simulations, Mathematical Modeling, Calculus, Differential Equations, Computer Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AWS SageMaker, MLOps (Machine Learning Operations), Feature Engineering, AI Personalization, Amazon Web Services, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Amazon Elastic Compute Cloud, Data Cleansing, Data Processing, Data Wrangling, Data Integrity, Machine Learning, Machine Learning Algorithms, Data Modeling, Supervised Learning, Data Mining, Random Forest Algorithm, Data Management, Unsupervised Learning
Intermediate · Specialization · 3 - 6 Months

ESSEC Business School
Skills you'll gain: Socioeconomics, Sustainable Development, Communication Strategies, Governance, Journalism, Innovation, Economics, Policy, and Social Studies, Sustainable Business, Media and Communications, Stakeholder Engagement, Business Modeling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: OpenAI, Large Language Modeling, Real Time Data, Performance Testing, LLM Application, Data Manipulation, Generative AI, Python Programming, Customer Analysis, Data Analysis, Machine Learning, JSON
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Salesforce Development, Salesforce, Artificial Intelligence, Responsible AI, AI Personalization, Data Quality, Predictive Modeling, Data Management, ChatGPT, Customer Relationship Management, Generative AI, Data Cleansing, Customer Engagement
Intermediate · Course · 1 - 3 Months

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

University of Houston
Skills you'll gain: Value-Based Care, Care Management, Organizational Change, Care Coordination, Managed Care, Health Care Administration, Business Transformation, Change Management, Organizational Effectiveness, Organizational Structure, Governance, Health Policy, Health Informatics, Expense Management, Performance Measurement, Financial Modeling, Finance
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Electrical Engineering, Semiconductors, Electronic Systems, Electronics, Electronic Components, Materials science, Engineering Calculations, Physics, Mathematical Modeling
Build toward a degree
Advanced · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, Business Process Automation, Business Workflow Analysis, No-Code Development, Process Optimization
Intermediate · Course · 1 - 3 Months

Edureka
Skills you'll gain: Prompt Patterns, Generative AI Agents, Business Process Automation, Make.com, Large Language Modeling, Automation, ChatGPT, Microsoft Power Automate/Flow, LLM Application, LangChain, Responsible AI, Workflow Management, OpenAI, Tool Calling, No-Code Development, Multimodal Prompts, Slack (Software), Process Optimization, Application Programming Interface (API), Decision Support Systems
Beginner · Specialization · 1 - 3 Months