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.

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

Skills you'll gain: .NET Framework, Application Deployment, Bootstrap (Front-End Framework), Cloud Deployment, Application Frameworks, Object-Relational Mapping, Database Development, Database Management, UI Components, User Accounts, Identity and Access Management, Payment Systems, Single Sign-On (SSO), Authentications, Role-Based Access Control (RBAC), User Interface (UI) Design, Data Modeling, Transaction Processing, Software Design Patterns
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Test Automation, Test Script Development, Software Testing, System Testing, Database Design, Requirements Analysis, Test Tools, Test Execution Engine, Test Case, Automation, IT Automation, Test Data, Databases, Database Management, Role-Based Access Control (RBAC), Data Maintenance
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: iOS Development, User Interface (UI) Design, Interactive Design, Usability, Software Design, Application Development, Application Design, Software Architecture, Frontend Performance, Maintainability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Generative AI, LLM Application, Prompt Engineering, Google Cloud Platform, Large Language Modeling
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Splunk, Pivot Tables And Charts, Unstructured Data, Data Visualization Software, Dashboard Creation, Data Modeling, Anomaly Detection, Text Mining, Data Wrangling, Taxonomy, Data Manipulation, Event Monitoring, Continuous Monitoring
Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Data Store, Data Preprocessing, Feature Engineering, Metadata Management, Data Processing, Data Modeling, Data Management, Data Storage, Data Import/Export, AI Workflows
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Data Modeling, .NET Framework, Object-Relational Mapping, Database Development, Database Management, Relational Databases, Query Languages, Database Application, Data Access, Data Management, SQL
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Deployment, Web Design and Development, Payment Systems
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Data Validation, Requirements Analysis, .NET Framework, User Interface (UI), System Requirements, Database Design, C# (Programming Language), Systems Analysis, User Interface (UI) Design, Health Information Management, Health Informatics, Program Development, Application Development, Systems Development, Database Application, Business Logic, Health Technology, Debugging
Intermediate · Course · 1 - 4 Weeks

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