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: Model Training, Model Deployment, Anomaly Detection, Generative AI Agents, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Real Time Data, Telecommunications, Artificial Intelligence, Emerging Technologies, Network Performance Management, Responsible AI, Network Architecture, Wireless Networks, Computer Networking, Digital Communications, System Design and Implementation, Network Protocols, Communication
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Restful API, Data Mapping, Data Store, Scalability, Data Management, Query Languages, Data Import/Export, Big Data, Software Installation
Beginner · Course · 1 - 4 Weeks

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Linear Algebra, Calculus, Mathematical Modeling, Mathematical Theory & Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Matplotlib, Random Forest Algorithm, Predictive Modeling, Predictive Analytics, Machine Learning Algorithms, Plot (Graphics), Data Visualization, Data Preprocessing, Machine Learning, Programming Principles, Data Manipulation, Data Cleansing, Data Transformation, Supervised Learning, Python Programming, Data Science, Model Training, Decision Tree Learning, NumPy, Pandas (Python Package)
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Agile Software Development, Program Management, Responsible AI, Planning, Generative AI, AI literacy, Risk Analysis, Prompt Engineering, Analytics
Intermediate · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Operations Research, Industrial Engineering, Applied Mathematics, Mathematical Software, Operational Analysis, Operations, Linear Algebra, Numerical Analysis, Mathematical Modeling, Model Optimization
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Token Optimization, LLM Application, Tool Calling, OpenAI API, OpenAI, Anthropic Claude, Large Language Modeling, Authentications, Generative AI, Code Review, Maintainability, AI Workflows, AI Integrations, Command-Line Interface, Application Programming Interface (API), Software Documentation, Key Management
Intermediate · Specialization · 1 - 3 Months

Starweaver
Skills you'll gain: Financial Statements, Financial Accounting, Financial Reporting, Financial Statement Analysis, Financial Modeling, Income Statement, Accounting, Bookkeeping, Balance Sheet, Cash Flows, Financial Analysis, Accounting Records, Revenue Recognition, Business Valuation, Income Tax, Excel Formulas
Beginner · Course · 1 - 4 Weeks

Universidad Tecnológica Centroamericana
Skills you'll gain: Interactive Learning, Strategic Thinking, Proposal Development, Business Modeling, Design Thinking, Instructional Strategies, Business Strategy, Teaching, Pedagogy, Education and Training, Course Development, Curriculum Planning, Program Evaluation, Digital pedagogy, Entrepreneurship, Student Engagement, Student-Centred Learning, Instructional and Curriculum Design, Project Implementation, Education Software and Technology
Intermediate · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: Plant Operations and Management, Process Engineering, Cost Management, Process Improvement, Project Management, Budget Management, Engineering Management, Process Design, Project Coordination, Operational Efficiency, Process Analysis, Process Optimization, Budgeting, Engineering Design Process, Process Management, Process Improvement and Optimization, Process Modeling, Occupational Safety And Health, Project Planning, Operational Excellence
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Database Design, Database Theory, Database Systems, Data Modeling, Database Management Systems, Metadata Management, Database Management, Databases, Database Administration, Data Management, Relational Databases, Database Architecture and Administration, Unified Modeling Language, Data Governance, Data Integrity, Data Quality, Data Mapping, Dependency Analysis
Build toward a degree
Mixed · Course · 1 - 3 Months

Skills you'll gain: Project Finance, Program Management, Program Development, Project Planning, Financial Planning, Business Modeling, Diagram Design, Productivity Software, Agile Methodology, Strategic Planning
Intermediate · Guided Project · Less Than 2 Hours