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.

Technical University of Denmark (DTU)
Skills you'll gain: Sustainable Technologies, Production Process, Mathematical Modeling, Materials science, Simulation and Simulation Software, Emerging Technologies, Research Reports, Case Studies
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Applied Machine Learning, Google Cloud Platform, Cloud Applications, Image Analysis, Cloud Storage, Predictive Modeling, Data Import/Export
Intermediate · Project · Less Than 2 Hours

Columbia University
Skills you'll gain: Computer Graphics, Image Analysis, 3D Modeling, Visualization (Computer Graphics), Medical Imaging, Computer Vision, Automation Engineering
Beginner · Course · 1 - 3 Months

Scrimba
Skills you'll gain: Open Source Technology, LLM Application, Responsible AI, Generative AI, Web Applications, Large Language Modeling, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Reinforcement Learning, Data-Driven Decision-Making, Markov Model, Time Series Analysis and Forecasting, Bayesian Statistics, Data Science, Predictive Analytics, Anomaly Detection, Probability Distribution, Machine Learning Methods, Statistical Analysis, A/B Testing, Sampling (Statistics)
Intermediate · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Control Systems, Mathematical Modeling, Matlab, Systems Analysis, Simulations, Systems Design, Differential Equations, Applied Mathematics, Linear Algebra
Intermediate · Course · 1 - 4 Weeks

University of Maryland, College Park
Skills you'll gain: Digital Transformation, Data-Driven Decision-Making, Business Transformation, Employee Engagement, Analytics, Data Quality, Strategic Decision-Making, Microsoft Power Platform, Advanced Analytics, Big Data, No-Code Development, Business Modeling, Artificial Intelligence, Deep Learning
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Search Engine Marketing, Keyword Research, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Marketing Effectiveness, Online Advertising, Data Analysis, Contextual Advertising, Big Data, Customer Analysis, Key Performance Indicators (KPIs), Customer Data Management, Predictive Analytics, Machine Learning
Beginner · Course · 1 - 4 Weeks

EIT Digital
Skills you'll gain: Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Feature Engineering, Dimensionality Reduction, Machine Learning, Unsupervised Learning, Supervised Learning, Predictive Modeling, Algorithms, Data Analysis
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Cloud Platform, Applied Machine Learning, MLOps (Machine Learning Operations), Predictive Modeling, Classification And Regression Tree (CART), Cloud Computing
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Sales Presentations, Microsoft Copilot, Microsoft PowerPoint, Presentations, Selling Techniques, Prompt Engineering, Solution Selling, Sales, Value Propositions, Product Knowledge, Price Negotiation, Storytelling, Business Modeling, Generative AI
Beginner · Guided Project · Less Than 2 Hours

Universidades Anáhuac
Skills you'll gain: ChatGPT, Responsible AI, Generative AI, Large Language Modeling, Prompt Engineering, Business Process Automation, Productivity Software, Artificial Intelligence, Trend Analysis, Data-Driven Decision-Making, Natural Language Processing, Content Creation
Beginner · Course · 1 - 3 Months