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 Colorado Boulder
Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Statistical Machine Learning, Model Training, Data Warehousing, Performance Testing, Bash (Scripting Language), Data Science
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Swift Programming, UI Components, Apple iOS, iOS Development, Mobile Development, Apple Xcode, Responsive Web Design, User Interface (UI) Design, User Interface (UI), Code Reusability, Interactive Design, Algorithms, Software Design, Animations, Software Design Patterns, Data Modeling
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Large Language Modeling, Prompt Engineering Tools, Prompt Engineering, Generative AI Agents, LLM Application, Generative AI, Generative Model Architectures, Multimodal Prompts, Artificial Intelligence, Google Cloud Platform, Health Technology, Supervised Learning, Machine Learning, Fine-tuning
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Generative AI, Google Gemini, Retrieval-Augmented Generation, Embeddings, Vector Databases, Large Language Modeling, LLM Application, Google Cloud Platform
Advanced · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Application Security, DevSecOps, Secure Coding, Security Testing, Software Development Life Cycle, Threat Modeling, Continuous Monitoring, Security Requirements Analysis, Continuous Deployment, Security Controls, CI/CD, Program Development, Computer Security, System Monitoring, Security Awareness, Vulnerability Assessments, Product Lifecycle Management, Computer Programming
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AI Security, Responsible AI, Data Security, Security Strategy, Security Management, IT Security Architecture, Threat Modeling, Infrastructure Security, Threat Management, Risking, Artificial Intelligence, Cyber Threat Intelligence
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), AI Integrations, Large Language Modeling, Model Deployment, Secure Coding, Responsible AI, Security Controls, Prompt Engineering, Threat Detection, Google Cloud Platform, System Configuration, Application Programming Interface (API), Configuration Management
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: AI Security, Model Deployment, LLM Application, Open Web Application Security Project (OWASP), Cloud API, Secure Coding, Security Controls, Large Language Modeling, Application Programming Interface (API), Security Engineering, Google Cloud Platform
Beginner · Course · 1 - 3 Months

Skills you'll gain: Game Design, Applied Mathematics
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Generative AI Agents, Google Cloud Platform, Authorization (Computing), Data Security, LLM Application, Enterprise Architecture, Authentications, Enterprise Application Management, Enterprise Security, Data Access, Large Language Modeling, Cloud Security, Agentic systems, Data Integration, Company, Product, and Service Knowledge
Beginner · Course · 1 - 3 Months

Skills you'll gain: User Interface (UI), Application Lifecycle Management, Business Logic, User Interface (UI) Design, Systems Development Life Cycle, Frontend Integration, ASP.NET, Software Development Life Cycle, Back-End Web Development, Application Development, Application Deployment, .NET Framework, Application Design, Debugging, Web Applications, Web Development, Full-Stack Web Development, Functional Testing, Software Testing, Development Testing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Generative AI, Vector Databases, Gemini, Embeddings, Google Gemini, Large Language Modeling, Google Cloud Platform
Advanced · Course · 1 - 4 Weeks