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.

University of Washington
Skills you'll gain: Model Evaluation, Applied Machine Learning, Machine Learning Methods, Feature Engineering, Regression Analysis, Machine Learning, Image Analysis, Machine Learning Algorithms, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Model Training, Artificial Intelligence, Deep Learning, Computer Vision, Transfer Learning, Application Development, Predictive Modeling, Model Deployment, Python Programming
Mixed · Course · 1 - 3 Months

Microsoft
Skills you'll gain: MITRE ATT&CK Framework, Intrusion Detection and Prevention, Threat Modeling, Azure Active Directory, Cryptography, Authentications, Vulnerability Management, Network Security, Security Strategy, Cloud Security, Security Information and Event Management (SIEM), Cyber Threat Intelligence, Data Storage Technologies, Penetration Testing, Operating Systems, Encryption, Cloud Computing, Compliance Management, Active Directory, Computer Security Incident Management
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Workforce Planning, People Analytics, Talent Pipelining, Workforce Management, Workforce Development, Human Resources Software, Human Resource Strategy, Gap Analysis, Demand Planning, Capacity Planning, Talent Management, Power BI, Dashboard Creation, Data Storytelling, Employee Retention, Statistical Visualization, Strategic Thinking, Strategic Decision-Making, Forecasting, Talent Acquisition
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Excel Formulas, Spreadsheet Software, Financial Modeling, Microsoft Excel, Pivot Tables And Charts, Excel Macros, Data Visualization, Dashboard, Data Management, Data Cleansing, Financial Data, Financial Analysis, Finance, Productivity, Analysis, Data Analysis, Business Analysis, Gap Analysis, LESS, Business
Mixed · Course · 1 - 3 Months

Skills you'll gain: Network Performance Management, Performance Testing, Network Architecture, Network Planning And Design, Performance Stress Testing, Technical Documentation, Unified Modeling Language, Technical Communication, Network Infrastructure, Network Routing, Diagram Design, Network Model, Network Protocols, Service Level, Process Modeling, Telecommunications, Artificial Intelligence
Advanced · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Database Design, SQL, MySQL, Relational Databases, Database Management, Databases, Data Modeling, Query Languages, Data Integrity, Development Environment, PHP (Scripting Language), Software Installation
Intermediate · Course · 1 - 4 Weeks
University of Alberta
Skills you'll gain: Agile Methodology, Kanban Principles, Agile Software Development, Software Development Methodologies, Software Development, Software Development Life Cycle, Agile Product Development, Scrum (Software Development), Software Engineering, Process Driven Development, Agile Project Management, Process Modeling
Mixed · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Database Design, MySQL, Relational Databases, SQL, Database Management, Data Modeling, Query Languages, Databases, Big Data, Business Analysis, Data Analysis
Mixed · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Customer Analysis, Value Propositions, Closing (Sales), Entrepreneurial Finance, Entrepreneurship, Business Planning, Ideation, Sales Strategy, Sales Pipelines, Innovation, Customer Insights, Risk Management, Risk Analysis, Proposal Development, New Product Development, Business Modeling, Strategic Thinking, Market Analysis, Fundraising and Crowdsourcing, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Budget Management, Budgeting, Operating Budget, Financial Modeling, Financial Data, Financial Forecasting, Cost Control, Fiscal Management, Business Modeling, Financial Planning, Business Workflow Analysis, Cross-Functional Collaboration, Planning, Business Analysis, Process Mapping, Business Operations, Microsoft Excel, Business Communication, Process Improvement, Data Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Anomaly Detection, Image Analysis, Text Mining, Unsupervised Learning, Microsoft Azure, Data Ethics, Natural Language Processing, AI Workflows, Computer Vision, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Model Training, Regression Analysis, Artificial Intelligence, No-Code Development, AI literacy, Predictive Modeling, Machine Learning
Beginner · Specialization · 3 - 6 Months