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: Time Series Analysis and Forecasting, Exploratory Data Analysis, Model Evaluation, Financial Forecasting, Forecasting, Regression Analysis, Feature Engineering, Data Preprocessing, Advanced Analytics, Statistical Analysis, Predictive Modeling, Predictive Analytics, Correlation Analysis, Analytics, Analysis, Data Modeling, Finance, Business, Performance Analysis, Decision Making
★ 4.7 (65) · Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Methods, Correlation Analysis, Predictive Modeling, Supervised Learning, Predictive Analytics, Statistical Modeling, Machine Learning, Model Evaluation, Applied Machine Learning, Variance Analysis, Classification Algorithms, Python Programming
★ 4.7 (605) · Advanced · Course · 1 - 3 Months

The Museum of Modern Art
Skills you'll gain: Cultural Diversity, Liberal Arts, Creativity, Storytelling, Technology Solutions, Design Thinking, Culture, Public History, Journalism, Social Justice, Design Elements And Principles, Social Studies, Sustainable Development, Environmental Issue, Sustainability Standards, Research, Non-Verbal Communication, Sociology, 3D Modeling, World History
★ 4.8 (13K) · Beginner · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Feature Engineering, Model Evaluation, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning Methods, Machine Learning, Model Training, Model Optimization, Machine Learning Algorithms, Unsupervised Learning, Python Programming, Classification Algorithms, Artificial Neural Networks
★ 4.6 (8.8K) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: MySQL, Database Software, Database Management, Database Theory, Data Warehousing, Interactive Data Visualization, Dashboard, Database Administration, Data Visualization Software, Command-Line Interface, Star Schema, Dashboard Creation, Unix Shell, Data Integrity, Unit Testing, Algorithms, Analytics, Linux, Database Architecture and Administration, Software Versioning
★ 4.6 (7.8K) · Beginner · Professional Certificate · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Email Automation, Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, AI literacy, AI Enablement, Calendar Management, Organizational Skills, AI powered creativity, Generative AI, Artificial Intelligence, Large Language Modeling, Gmail, AI Personalization, HubSpot CRM, Email Marketing, Google Sheets, Workflow Management, Automation
★ 4.8 (8.1K) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Exploratory Data Analysis, Generative Model Architectures, Generative Adversarial Networks (GANs), Data Ethics, ChatGPT, Feature Engineering, LLM Application, AI literacy, Predictive Modeling, Model Evaluation, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Data Science, Data Synthesis, Data Analysis, Augmented and Virtual Reality (AR/VR), Machine Learning
★ 4.7 (12K) · Intermediate · Specialization · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Network Model, Resource Allocation, Excel Macros, Business Analytics, Decision Making, Risk Analysis, Simulation and Simulation Software, Microsoft Excel, Strategic Decision-Making, Data Modeling, Business Modeling, Financial Modeling, Data-Driven Decision-Making, Excel Formulas, Business, Spreadsheet Software, Data Analysis
★ 4.8 (4.1K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, UI/UX Research, ChatGPT, Responsible AI, Persona (User Experience), LLM Application, AI literacy, User Interface and User Experience (UI/UX) Design, Experience Design, Miro AI, Design Software, AI Workflows, Model Evaluation, Brainstorming, Artificial Intelligence, Human Centered Design, Large Language Modeling, Wireframing
★ 4.7 (12K) · Beginner · Specialization · 1 - 3 Months

Stanford Online
Skills you'll gain: Game Theory, Mathematical Modeling, Bayesian Statistics, Behavioral Economics, Probability, Economics, Markov Model, Problem Solving, Algorithms, Correlation Analysis, Probability Distribution
★ 4.6 (4.9K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Forecasting, Financial Statement Analysis, Budgeting, Variance Analysis, Financial Modeling, Management Reporting, Financial Planning, Corporate Finance, Data Storytelling, Key Performance Indicators (KPIs), Generative AI, Scenario Testing, Prompt Engineering, Risk Management, Microsoft Excel, Accrual Accounting, Stakeholder Management, Anomaly Detection, Data Visualization, Performance Stress Testing
Beginner · Professional Certificate · 3 - 6 Months

Microsoft
Skills you'll gain: Excel Formulas, Process Flow Diagrams, Microsoft Power Platform, Business Process Modeling, User Story, Business Requirements, Stakeholder Management, Data Modeling, Process Modeling, Microsoft Excel, Software Development Life Cycle, Requirements Analysis, Requirements Elicitation, Quality Management, Diagram Design, Power BI, Microsoft Visio, Stakeholder Engagement, Business Analysis, Data Analysis
★ 4.6 (1.6K) · Beginner · Professional Certificate · 3 - 6 Months