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
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Database Design, Relational Databases, Database Application, Database Development, Microsoft SQL Servers, Data Integrity, Database Systems, Databases, Database Management, SQL, Data Modeling, Visual Basic (Programming Language), Data Entry, .NET Framework, Application Development, User Interface (UI)
Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Gemini, Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Core Data (Software), Apple iOS, iOS Development, Mobile Development, Apple Xcode, Data Modeling, Secure Coding, Data Persistence, Game Design, Swift Programming, Video Game Development, Data Management, UI Components, User Interface (UI)
Beginner · Course · 1 - 4 Weeks

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

Google Cloud
Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, Model Training, Machine Learning Methods, Google Cloud Platform, Model Deployment, Machine Learning, Machine Learning Algorithms, Predictive Modeling, SQL
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

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

Skills you'll gain: AI Security, Responsible AI, Generative AI, Google Cloud Platform, Information Privacy, Threat Modeling, Model Training, Artificial Intelligence, Data Security, Safety and Security
Intermediate · 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