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.

DeepLearning.AI
Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Model Training, Model Evaluation, Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Machine Learning, Deep Learning, Data Persistence, Artificial Neural Networks
Beginner · Project · Less Than 2 Hours

Fundação Instituto de Administração
Skills you'll gain: Customer Success Management, Software As A Service, Customer Retention, Business Modeling, Customer experience strategy (CX), Customer Relationship Management, Customer Relationship Building, Customer Engagement, Business Transformation, Technology Strategies, Revenue Management, Growth Strategies, Service Level Agreement, Cloud Services, Platform As A Service (PaaS), Vendor Contracts, Technology Solutions, Infrastructure As A Service (IaaS)
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Leadership Studies, Sustainable Business, Organizational Leadership, Organizational Change, Sustainable Design, Corporate Sustainability, Business Transformation, Sustainable Development, Sustainable Systems, Performance Measurement, Waste Minimization, Business Modeling, Innovation, Product Lifecycle Management, Performance Metric, Key Performance Indicators (KPIs), Packaging and Labeling, Environmental Issue, Resource Utilization
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Analytics, Statistical Machine Learning, Google Cloud Platform, Model Evaluation, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling
Intermediate · Project · Less Than 2 Hours

Illinois Tech
Skills you'll gain: Model Evaluation, Regression Analysis, Verification And Validation, Feature Engineering, Plot (Graphics), Statistical Methods, Statistical Modeling, Scatter Plots, Data Transformation, Correlation Analysis, Statistical Analysis, R Programming, Time Series Analysis and Forecasting, Statistical Inference, Statistical Hypothesis Testing, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 4 Weeks
University of Maryland, College Park
Skills you'll gain: Data-Driven Marketing, Online Advertising, LLM Application, Advertising, Branding, Natural Language Processing, Machine Learning Algorithms
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Business Modeling, Entrepreneurship, New Business Development, Emerging Technologies, Business Strategies, Information Technology, Market Opportunities, Scalability, Strategic Thinking, AI Enablement, Innovation, Team Building, Regulation and Legal Compliance, Data-Driven Decision-Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: Securities (Finance), Financial Analysis, Financial Modeling, Financial Market, Investment Management, Finance, Investments, Business Valuation, Credit Risk, Portfolio Risk, Portfolio Management, Financial Acumen, Analysis, Cash Flows, Risk Analysis, Analytical Skills, Market Dynamics
Mixed · Course · 1 - 4 Weeks

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

Skills you'll gain: Consulting, Business Consulting, Management Consulting, Project Scoping, Executive Presence, Dashboard, Problem Solving, Verbal Strategic Communication, Research Reports, Strategic Thinking, Complex Problem Solving, Business Communication, Business Analysis, Business Solutions, Business Research, Report Writing, Solution Delivery, Strategic Leadership, Stakeholder Management, Financial Modeling
Advanced · Course · 1 - 3 Months

Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, Systems Development, Change Control, Software Development Methodologies, Project Management Life Cycle, Change Management, Project Management, IT Management, System Implementation, Compliance Auditing, Internal Auditing, Software Testing, Test Data, Auditing, Development Testing, Risk Control, Verification And Validation, Project Management Office (PMO), Risk Management
Intermediate · Course · 1 - 4 Weeks