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 California, Santa Cruz
Skills you'll gain: Bayesian Statistics, Statistical Modeling, Statistical Methods, Model Evaluation, Markov Model, Statistical Analysis, Statistical Software, Sampling (Statistics), Mathematical Modeling, Regression Analysis, R Programming, Simulations, Statistical Inference, Correlation Analysis, Probability Distribution
★ 4.8 (497) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Orchestration, AI Workflows, Agentic Workflows, LangChain, LangGraph, LLM Application, Tool Calling, Agentic systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Retrieval-Augmented Generation, Generative AI, Prompt Engineering, AI Integrations, Application Development, Data Visualization, Large Language Modeling, Analytics, Software Design Patterns
★ 4.6 (259) · Intermediate · Specialization · 1 - 3 Months

Georgia Institute of Technology
Skills you'll gain: Structural Analysis, Structural Engineering, Engineering Analysis, Mechanical Engineering, Mechanics, Engineering, Engineering Calculations, Engineering Practices
★ 4.8 (1.2K) · Mixed · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Digital pedagogy, English Language, Language Learning, Requirements Analysis
★ 4.7 (695) · Intermediate · Course · 1 - 3 Months

Universitat Politècnica de València
Skills you'll gain: Vibrations, Mathematical Modeling, Mechanics, Physics, electromagnetics, Engineering Analysis, Differential Equations, Trigonometry, Applied Mathematics, Engineering
Beginner · Course · 1 - 3 Months

Universitat Politècnica de València
Skills you'll gain: Dashboard, Pivot Tables And Charts, Data Import/Export, Dashboard Creation, Excel Formulas, Data Analysis Expressions (DAX), Microsoft Excel, Business Intelligence, Interactive Data Visualization, Data Presentation, Business Intelligence Software, Data Visualization Software, Data Modeling, Spreadsheet Software, Extract, Transform, Load, Data Integration, Data Manipulation, Visual Basic (Programming Language), Data Preprocessing, Data Management
Advanced · Course · 1 - 3 Months

Skills you'll gain: Data Storytelling, Business Metrics, Key Performance Indicators (KPIs), Performance Metric, Data Cleansing, Data Modeling, Analytics, Data Analysis, Data Visualization, Exploratory Data Analysis, Data Quality, Data Manipulation, Generative AI, Data Collection, Data Management, Marketing
★ 4.8 (1.1K) · Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Unsupervised Learning, Fine-tuning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Generative Model Architectures, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Data Infrastructure, Data Preprocessing, Model Optimization
★ 4.5 (365) · Intermediate · Professional Certificate · 3 - 6 Months

Board Infinity
Skills you'll gain: Prompt Engineering, Prompt Patterns, LLM Application, Generative AI Agents, AI Workflows, AI Orchestration, Agentic Workflows, Artificial Intelligence, Large Language Modeling, Tool Calling, Agentic systems, Debugging, Quality Assurance
Intermediate · Course · 1 - 4 Weeks

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

Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Mechanics
★ 4.7 (1.4K) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Supervised Learning, Regression Analysis, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Model Training, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Modeling, Model Evaluation, Data Preprocessing, Feature Engineering, Model Optimization, Statistical Analysis, Statistical Methods, Classification Algorithms, Data Presentation
★ 4.7 (837) · Intermediate · Course · 1 - 3 Months