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 Washington
Skills you'll gain: Model Evaluation, Regression Analysis, Model Training, Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Machine Learning Algorithms, Model Optimization, Predictive Analytics, Applied Machine Learning, Feature Engineering, Statistical Programming, Model Deployment, Algorithms
Mixed · Course · 1 - 3 Months

Skills you'll gain: Simulations, Plot (Graphics), Statistical Visualization, R (Software), R Programming, Statistical Programming, Statistical Methods, Process Modeling, Statistical Analysis, Process Analysis, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

LearnQuest
Skills you'll gain: Model Evaluation, Time Series Analysis and Forecasting, Feature Engineering, Inventory Management System, Inventory Management, Demand Planning, Matplotlib, Inventory Control, Predictive Modeling, Forecasting, Plot (Graphics), Exploratory Data Analysis, Data Visualization, Model Optimization, Pandas (Python Package), Data Analysis, Data Manipulation, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Model Training, Logistic Regression, Predictive Modeling, Applied Machine Learning, Supervised Learning, Advanced Analytics, Scikit Learn (Machine Learning Library), Performance Metric
Advanced · Course · 1 - 3 Months

Skills you'll gain: Time Series Analysis and Forecasting, Applied Machine Learning, Financial Forecasting, Statistical Machine Learning, Statistical Analysis, Machine Learning, Trend Analysis, Financial Data, Financial Modeling, Model Evaluation, Forecasting, Jupyter, Predictive Modeling, Regression Analysis, Finance, GitHub, Statistical Modeling, Data Transformation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Decision Intelligence, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Threat Modeling, Threat Management, LLM Application, MITRE ATT&CK Framework, LangChain, Threat Detection, Large Language Modeling, Continuous Monitoring, Event Monitoring, Security Testing, Cyber Threat Intelligence, Generative AI, Embeddings, LangGraph, Prompt Engineering, Vector Databases
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Responsible AI, Model Training, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Bayesian Network, Model Evaluation, Bayesian Statistics, Artificial Neural Networks, Statistical Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI powered creativity, Business Research, Copywriting, Ideation, Marketing Materials, Writing and Editing, Project Implementation, Generative AI, Market Research, Marketing, Product Marketing, Predictive Modeling, Financial Data, Packaging and Labeling, Financial Analysis
Beginner · Guided Project · Less Than 2 Hours

The Open University
Skills you'll gain: Sustainable Business, Ideation, Systems Thinking, Sustainable Development, Creative Thinking, Corporate Sustainability, Brainstorming, Experimentation, Sustainable Systems, Creative Problem-Solving, Stakeholder Engagement, Business Modeling, Environmental Social And Corporate Governance (ESG), Stakeholder Analysis, Critical Thinking, Innovation, Cognitive flexibility, Creativity, Business Systems Analysis, Problem Solving
Intermediate · Specialization · 3 - 6 Months

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

Intermediate · Course · 1 - 4 Weeks