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.

Skills you'll gain: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Statistical Modeling, Sampling (Statistics), Statistical Inference, Data-Driven Decision-Making, Descriptive Statistics, Data Visualization, Statistical Methods, Bayesian Statistics, Statistical Hypothesis Testing, Data Visualization Software, Histogram, Statistics, Jupyter, Probability & Statistics, Model Evaluation, Matplotlib, Statistical Analysis, Data Analysis, Statistical Programming, Python Programming
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: NoSQL, Apache Kafka, Database Design, Linux Commands, Data Warehousing, Bash (Scripting Language), Apache Hadoop, Apache Spark, SQL, Data Security, MongoDB, Data Migration, Database Administration, Data Pipelines, Data Governance, Database Management, Apache Airflow, Database Architecture and Administration, Extract, Transform, Load, Data Architecture
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Evaluation, Data-Driven Decision-Making, Predictive Modeling, Risk Analysis, Strategic Decision-Making, Performance Metric, Technical Communication
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: MicroStrategy, Business Intelligence, Database Design, Decision Support Systems, Data Warehousing, Data Visualization, Database Management Systems, SQL, Relational Databases, Business Intelligence Software, Data Integration, Performance Measurement, Pivot Tables And Charts, Data Modeling, Database Management, Data Governance, Data Presentation, Data Management, Data Architecture, Databases
Advanced · Specialization · 3 - 6 Months

CertNexus
Skills you'll gain: Data Science, Data Strategy, Internet Of Things, AI Product Strategy, Analytics, Big Data, Data Collection, Artificial Intelligence, Descriptive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Predictive Analytics, Process Optimization, Process Improvement and Optimization, Cloud Computing, Operations, Marketing, Operational Efficiency, Customer Service, User Experience, Prototyping
Mixed · Course · 1 - 3 Months

The University of Sydney
Skills you'll gain: Calculus, Integral Calculus, Algebra, Advanced Mathematics, Geometry, Engineering Calculations, Trigonometry, Arithmetic, Derivatives, Mathematical Modeling, Graphing, Estimation
Intermediate · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Design Thinking, Creative Problem-Solving, Ideation, Innovation, Creativity, Strategic Thinking, Case Studies, Market Opportunities, Human Centered Design, Curiosity, Storytelling, Growth Mindedness, Business Modeling
Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Data Governance, SQL, Data Quality, Databases, Data Manipulation, Query Languages, Relational Databases, Data Modeling, Data Science, Data Transformation, Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Analysis, Business Process, Business Analysis, Workflow Management, Process Management, Process Flow Diagrams, Business Process Modeling, Stakeholder Management, Stakeholder Analysis, Computer Literacy
Beginner · Guided Project · Less Than 2 Hours
University of Michigan
Skills you'll gain: Data Store, SQL, Relational Databases, Database Management, Database Design, MySQL, Databases, Data Modeling, Web Scraping, Data Visualization Software, Object Oriented Programming (OOP), JSON, Data Processing, Python Programming
Beginner · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Responsible AI, Power BI, Microsoft Azure, Image Analysis, Data Visualization Software, Machine Learning, Medical Imaging, Predictive Analytics, Azure Synapse Analytics, Model Evaluation, Health Informatics, Artificial Intelligence, Applied Machine Learning, Data Preprocessing, Computer Vision, Feature Engineering
Intermediate · Course · 1 - 4 Weeks