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: AI Security, LLM Application, Cyber Security Assessment, Large Language Modeling, Continuous Monitoring, Security Testing, Responsible AI, Threat Modeling, Vulnerability Assessments, Prompt Engineering, Security Controls, Penetration Testing, Vulnerability Scanning, Security Strategy, AI Personalization, Scenario Testing, System Implementation
Intermediate · Course · 1 - 4 Weeks

The University of Sydney
Skills you'll gain: Design Thinking, Innovation, Business Modeling, Product Design, Product Development, Business Strategy, Strategic Communication, Market Research, Corporate Strategy, Case Studies, User Feedback, Product Testing, Customer Insights
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: 3D Modeling, Design Software, Design Thinking, Intellectual Property, Hardware Troubleshooting, Conceptual Design, Visualization (Computer Graphics), Product Design, Computer Hardware, Innovation, Computer-Aided Design, Social Impact, Prototyping, Emerging Technologies, Digital Design, Product Development, Manufacturing Processes, Mechanical Design, Computer Graphics, Graphical Tools
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Payment Systems, Debugging
Intermediate · Course · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Data Storytelling, Web Scraping, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Pandas (Python Package), Professional Networking, Time Series Analysis and Forecasting, Large Language Modeling, Spreadsheet Software, Data Visualization Software, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics
Beginner · Professional Certificate · 3 - 6 Months

University of Toronto
Skills you'll gain: Control Systems, Robotics, Embedded Software, Automation, Software Architecture, Simulations, Safety Assurance, Hardware Architecture, Systems Architecture, Computer Vision, Mathematical Modeling, Safety Standards, Global Positioning Systems
Advanced · Course · 1 - 3 Months

Skills you'll gain: AI Workflows, OpenAI API, LLM Application, OpenAI, Model Context Protocol, Generative AI Agents, Agentic systems, Tool Calling, Prompt Engineering, ChatGPT, Artificial Intelligence, Application Programming Interface (API), User Interface (UI), Context Management, Large Language Modeling, Python Programming, Development Environment, Application Deployment, Debugging
Intermediate · Course · 1 - 4 Weeks
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Scala Programming, Programming Principles, Object Oriented Programming (OOP), Functional Design, Computer Programming, Data Structures, Integrated Development Environments, Algorithms, Computational Thinking
Intermediate · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Databases, Statistical Machine Learning, Model Evaluation, Predictive Analytics, R Programming, Data Analysis, SQL, Predictive Modeling, Python Programming
Intermediate · Specialization · 3 - 6 Months

Alex Genadinik
Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience
Mixed · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Electrical Systems, Simulations, Electrical Safety, Estimation, Thermal Management, Failure Analysis, Basic Electrical Systems, Mathematical Modeling, Power Electronics, Electrical Power, Probability, Design Specifications, Electronic Components, Electrical Engineering, Control Systems, High Voltage, Materials science, Model Evaluation, Simulation and Simulation Software, Machine Learning Methods
Build toward a degree
Intermediate · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Business Modeling, Market Analysis, Competitive Analysis, Regulatory Compliance, Innovation, Market Opportunities, Healthcare Industry Knowledge, Entrepreneurship, Business Strategies, New Business Development, Product Development, Business Planning, Team Leadership, Stakeholder Analysis, Team Building, Health Care Administration, Business Valuation, Fundraising
Build toward a degree
Beginner · Course · 1 - 4 Weeks