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

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, Threat Modeling, Threat Management, Security Strategy, Responsible AI, Data Security, Personally Identifiable Information, Security Management, Enterprise Security, Risking, Infrastructure Security, Artificial Intelligence, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: User Interface (UI), User Interface (UI) Design, Java, Java Programming, Application Design, Application Development, Database Development, Database Management, Databases, Data Persistence, Development Environment, Data Validation, Program Development, Configuration Management, Data Modeling, Data Integrity, Verification And Validation
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Generative AI, Google Cloud Platform, Large Language Modeling, Customer Relationship Management, AI literacy, Applied Machine Learning, SQL, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: JUnit, Java Programming, Unit Testing, Java, Test Script Development, Program Development, Software Testing, Verification And Validation, Quality Assurance, Software Quality Assurance, Test Case, Systems Development, Software Development, Software Engineering, Application Development, Data Validation, Object Oriented Programming (OOP), Object Oriented Design, User Interface (UI), Data Modeling
Mixed · Course · 1 - 4 Weeks

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

Skills you'll gain: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation
Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Animations, Computer Graphic Techniques, Graphical Tools, Model Optimization
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Embeddings, Vector Databases, Generative AI Agents, Generative AI, Artificial Intelligence, Google Cloud Platform, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Processing, Data Transformation, Keras (Neural Network Library), Data Modeling, Machine Learning Methods, Machine Learning, Statistical Methods
Intermediate · Course · 1 - 3 Months