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.

Michigan State University
Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Video Game Development, Adobe Photoshop, Animation and Game Design, Conceptual Design, Photo Editing, Computer Graphic Techniques, Visual Storytelling, Graphic and Visual Design, Data Import/Export, Design Elements And Principles, Color Theory
★ 4.6 (115) · Mixed · Course · 1 - 3 Months

Skills you'll gain: File I/O, Unified Modeling Language, Visual Basic (Programming Language), Object Oriented Programming (OOP), Microsoft Visual Studio, Object Oriented Design, Program Development, Microsoft Development Tools, .NET Framework, Code Reusability, Software Engineering, Data Structures
★ 4.6 (15) · Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Customer Retention, Loyalty Programs, Brand Loyalty, Customer Relationship Management, Customer Insights, Customer Relationship Building, Customer Data Management, Marketing Analytics, Customer Acquisition Management, Marketing Effectiveness, Data-Driven Marketing, Customer Analysis, Relationship Management, Marketing Strategies, Return On Investment, Equities, Predictive Modeling
★ 4.6 (19) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Scikit Learn (Machine Learning Library), Classification Algorithms, Applied Machine Learning, Model Training, Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Random Forest Algorithm, Machine Learning, Unsupervised Learning, Data Analysis
★ 4.6 (19) · Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Large Language Modeling, Embeddings, Prompt Engineering, Query Languages, Vector Databases, Data Storage, Unstructured Data, Graph Theory
★ 4.8 (99) · Intermediate · Project · Less Than 2 Hours

Coursera
Skills you'll gain: Customer Insights, AI Personalization, Customer Analysis, Customer experience strategy (CX), Generative AI, User Feedback, Customer experience improvement, Customer Engagement, Business Intelligence, Trend Analysis, Data-Driven Decision-Making, Predictive Analytics, Data Analysis, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

Instituto Tecnológico de Aeronáutica
Skills you'll gain: Control Systems, Matlab, Systems Analysis, Simulation and Simulation Software, Mathematical Modeling, Simulations, Linear Algebra, Differential Equations, System Design and Implementation, Estimation
★ 4.8 (53) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Structural Engineering, Structural Analysis, Building Design, Building Information Modeling, Architectural Engineering, Architecture and Construction, Computer-Aided Design, Failure Analysis, Engineering Analysis, Engineering Calculations, 3D Modeling, Engineering Design Process, Engineering Software
★ 5 (25) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Preprocessing, Data Processing, Model Optimization, Recurrent Neural Networks (RNNs), Model Training, Data Transformation, Financial Forecasting, Feature Engineering, Model Evaluation, Statistical Visualization, Time Series Analysis and Forecasting, Exploratory Data Analysis, Deep Learning, Predictive Modeling, Forecasting, Predictive Analytics, Artificial Neural Networks, Development Environment
★ 4.5 (11) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Financial Forecasting, Forecasting, Microsoft Excel, Business Planning, Excel Formulas, Time Series Analysis and Forecasting, Trend Analysis, Strategic Decision-Making, Revenue Forecasting, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Data Analysis, Financial Modeling, Stakeholder Communications, Performance Metric
Intermediate · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Marketing Automation, Customer Retention, Marketing Operations, Marketing Effectiveness, Customer Acquisition Management, Marketing Analytics, Customer Analysis, Customer Insights, MarTech, Data-Driven Marketing, AI Enablement, Predictive Modeling
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Large Language Modeling, Natural Language Processing, Generative Model Architectures, Transfer Learning
★ 4.1 (125) · Advanced · Course · 1 - 4 Weeks