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

Pontificia Universidad Católica de Chile
Skills you'll gain: Model Evaluation, Descriptive Analytics, Business Analytics, Plot (Graphics), Logistic Regression, Data Visualization, Data Mining, Graphing, Analytics, Data-Driven Decision-Making, Dimensionality Reduction, Big Data, Data Analysis, R (Software), Predictive Analytics, R Programming, Statistical Modeling, Data Visualization Software, Predictive Modeling, Data Modeling
Mastertrack · 6 - 12 Months

Coursera
Skills you'll gain: Model Optimization, Token Optimization, Model Deployment, Generative AI, Performance Tuning, Model Evaluation, Performance Testing, Cross Platform Development, PyTorch (Machine Learning Library), Memory Management, Development Environment, Hardware Architecture, Scalability
Intermediate · Course · 1 - 4 Weeks
Emory University
Skills you'll gain: Customer Analysis, Customer Demand Planning, Marketing Analytics, Demand Planning, Forecasting, Consumer Behaviour, Marketing Effectiveness, Model Evaluation, Microsoft Excel, Marketing, Regression Analysis, Customer Acquisition Management, Marketing Management, Excel Formulas, Marketing Budgets, Customer Retention, Logistic Regression
★ 4.4 (82) · Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Generative Model Architectures, Generative AI, Generative Adversarial Networks (GANs), AI literacy, AI Integrations, Machine Learning Methods, Strategic Decision-Making, Autoencoders, Innovation
Intermediate · Course · 1 - 4 Weeks