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: Exploratory Data Analysis, Predictive Modeling, Risk Modeling, Classification And Regression Tree (CART), Decision Tree Learning, Credit Risk, Predictive Analytics, Random Forest Algorithm, Data Processing, Feature Engineering, Financial Modeling, Data Manipulation, Data Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Supervised Learning, Performance Metric, Performance Tuning
Mixed · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Data Collection, Transportation Operations, Surveys, Quantitative Research, Mathematical Modeling, Predictive Modeling, Statistical Methods, Regression Analysis, Supply And Demand, Spatial Analysis, Probability Distribution
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Simulation and Simulation Software, Mathematical Modeling, Electrical Engineering, Electronic Systems, Matlab, Predictive Modeling, Electrical Systems, Engineering Calculations, Laboratory Testing, Mathematical Software, Computational Logic, Basic Electrical Systems, Numerical Analysis, Estimation, Control Systems
Intermediate · Course · 1 - 3 Months

ESSEC Business School
Skills you'll gain: Entrepreneurship, Value Propositions, Business Modeling, Sustainable Development, Needs Assessment, Corporate Sustainability, Business Strategy, Community Development, Business Planning, New Business Development, Innovation, Professional Networking, Market Research
Beginner · Course · 1 - 4 Weeks

Pontificia Universidad Católica de Chile
Skills you'll gain: Social Studies, Business Strategy, Innovation, International Finance, Environmental Social And Corporate Governance (ESG), Financial Market, Global Marketing, World History, Economics, Business Economics, Business Development, Economic Development, Entrepreneurship, Socioeconomics, Corporate Strategy, Business Modeling, Sustainable Development, Competitive Analysis, Business, Political Sciences
Beginner · Specialization · 1 - 3 Months

Simplilearn
Skills you'll gain: Marketing Automation, Marketing Analytics, Digital Marketing, Marketing Strategies, Customer Analysis, Predictive Analytics, Artificial Intelligence, Search Engine Optimization, HubSpot CRM, Advertising, Customer experience improvement, Computer Vision
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Design Thinking, Community Outreach, Organizational Structure, Stakeholder Engagement, Entrepreneurship, Sustainable Development, Research and Design, Business Modeling, Verbal Communication Skills, Advocacy, Innovation, Social Sciences, Fundraising, Performance Metric
Beginner · Course · 1 - 3 Months

Skills you'll gain: Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, SAS (Software), Regression Analysis, Exploratory Data Analysis, Statistical Methods, Probability & Statistics, Statistical Modeling, Plot (Graphics), Data Literacy
Intermediate · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Linear Algebra, Integral Calculus, Algebra, Numerical Analysis, Calculus, Graphing, Applied Mathematics, Data Science, Mathematical Theory & Analysis, Data Analysis, Statistical Methods, Derivatives
Intermediate · Specialization · 3 - 6 Months

Universidade de São Paulo
Skills you'll gain: Market Analysis, Entrepreneurship, Market Opportunities, Business Modeling, User Research, Marketing, Product Development, Digital Marketing, New Business Development, Innovation, Business Development, Business Strategy, Process Validation, Growth Strategies, Business Operations, Investments, Presentations
Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Business Mathematics, Linear Algebra, Mathematical Modeling, Calculus, Financial Modeling, Algebra, Business Economics, Graphing
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Cyber Threat Hunting, Cyber Threat Intelligence, Threat Modeling, Penetration Testing, Threat Detection, MITRE ATT&CK Framework, Cryptography, Security Testing, Application Security, Encryption, Cybersecurity, Vulnerability Scanning, Open Web Application Security Project (OWASP), Vulnerability Assessments, Exploitation techniques, Test Planning
Intermediate · Course · 1 - 3 Months