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: MLOps (Machine Learning Operations), Model Deployment, Data Store, Google Cloud Platform, Feature Engineering, Data Processing, Data Modeling, Data Management, Data Storage, AI Workflows
Intermediate · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Teradata SQL, Data Import/Export, Data Migration, Extract, Transform, Load, Query Languages, SQL, Identity and Access Management, Google Cloud Platform, Data Warehousing, Role-Based Access Control (RBAC), Data Modeling, Database Design, Database Management Systems, Data Integration, Database Architecture and Administration, Data Management, Capacity Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Teradata SQL, Identity and Access Management, Query Languages, Role-Based Access Control (RBAC), Database Design, Data Import/Export, Relational Databases, Performance Tuning, Database Management, Google Cloud Platform, Data Architecture, SQL, Data Migration, Database Architecture and Administration, Data Modeling
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Amazon Redshift, Data Warehousing, Data Modeling, SQL, Data Architecture, Query Languages, Google Cloud Platform, Database Architecture and Administration, Cloud Management, Database Design, Data Access, Data Import/Export, Data Integration, Identity and Access Management, Data Governance, Capacity Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Query Languages, SQL, Identity and Access Management, Data Infrastructure, Google Cloud Platform, Data Migration, Database Management, Role-Based Access Control (RBAC), Database Design, Data Architecture, Data Mapping, Data Import/Export, Database Architecture and Administration, Data Sharing, Data Modeling, Capacity Management
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Amazon Redshift, Identity and Access Management, Google Cloud Platform, Data Import/Export, Extract, Transform, Load, Role-Based Access Control (RBAC), SQL, Query Languages, Data Sharing, Data Integration, Database Design, Data Mapping, Data Architecture, Data Migration, Database Architecture and Administration, Data Modeling, Capacity Management
Intermediate · Course · 1 - 3 Months

University of Illinois at Urbana-Champaign
Credit offered
Graduate Certificate · 6 - 12 Months

Illinois Institute of Technology
Skills you'll gain: Industrial and Organizational Psychology, Infrastructure As A Service (IaaS), Data Storytelling, Serverless Computing, Javascript and jQuery, Network Troubleshooting, Database Management Systems, Time Series Analysis and Forecasting, Open Source Technology, Cloud-Native Computing, Project Scoping, Networking Hardware, Virtualization, Unified Modeling Language, Cybersecurity, Cloud Security, Computer Hardware, Design Thinking, Team Oriented, DevSecOps
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Amazon Redshift, Data Import/Export, Data Migration, Identity and Access Management, SQL, Google Cloud Platform, Query Languages, Data Store, Role-Based Access Control (RBAC), Data Modeling, Database Design, Data Sharing, Data Architecture, Database Architecture and Administration, Capacity Management
Intermediate · Course · 1 - 3 Months

Clemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Database Systems, Database Management, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, Model Evaluation, Software Development Methodologies, Usability, Recurrent Neural Networks (RNNs), Data Preprocessing, Data Mining, Data Structures, Systems Development Life Cycle, Responsible AI, Algorithms, Machine Learning Methods, Human Factors
Earn a degree
Degree · 1 - 4 Years