Regression analysis courses can help you learn statistical modeling, hypothesis testing, and data interpretation. You can build skills in understanding relationships between variables, making predictions, and assessing model accuracy. Many courses introduce tools like R, Python, and Excel, which are commonly used for performing regression analysis and visualizing data trends.

Skills you'll gain: Matplotlib, Data Preprocessing, Regression Analysis, Scikit Learn (Machine Learning Library), Python Programming, Applied Machine Learning, Model Optimization, Data Processing, Pandas (Python Package), Data Wrangling, Model Evaluation, NumPy, Predictive Modeling, Machine Learning Algorithms, Machine Learning, Data Manipulation, Data Science, Dimensionality Reduction, AI Workflows, Unsupervised Learning
Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Model Evaluation, Microsoft Azure, Model Training, PyTorch (Machine Learning Library), Deep Learning, Time Series Analysis and Forecasting, Tensorflow, Image Analysis, Forecasting, Prototyping
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sales Presentation, Presentations, Sales Presentations, Product Demonstration, Microsoft PowerPoint, Microsoft Office, Customer Analysis, Competitive Analysis, Productivity Software, Business Communication, Value Propositions
Beginner · Guided Project · Less Than 2 Hours

Duke University
Skills you'll gain: Databricks, Model Deployment, Generative AI, Data Lakes, Extract, Transform, Load, MLOps (Machine Learning Operations), Data Transformation, LLM Application, Data Pipelines, Hugging Face, Large Language Modeling, Responsible AI, Analytics, Data Analysis, Data Science, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Risk Control, Risk Management, Risk Mitigation, Risk Analysis, Enterprise Risk Management (ERM), Risk Appetite, Business Risk Management, Threat Management, Internal Controls, Continuous Monitoring, Data Management, Key Performance Indicators (KPIs), Business Reporting, Performance Measurement, Stakeholder Communications
Intermediate · Course · 1 - 4 Weeks

Corporate Finance Institute
Skills you'll gain: Wealth Management, Retail Banking, Financial Planning, Banking, Banking Services, Personalized Service, Financial Services, Financial Regulation, Regulatory Requirements, Regulatory Compliance, Law, Regulation, and Compliance, Consumer Lending, Portfolio Risk, Investment Management, Investments, Risk Appetite, Return On Investment, Client Services, Risk Analysis, Financial Analysis
Advanced · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Software Documentation, Leaflet (Software), Data Wrangling, Data Preprocessing, Technical Documentation, Data Manipulation, Data Cleansing, Package and Software Management, R (Software), Data Visualization Software, Program Development, Code Review, Plot (Graphics), Ggplot2, R Programming, GitHub, Continuous Integration, Software Technical Review, Software Testing
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Electrical Wiring, Wire Harnesses, Engineering Documentation, Schematic Diagrams, Diagram Design, Engineering Drawings, Electrical Systems, Blueprint Reading, Drafting and Engineering Design, Document Management, Software Documentation, Design Software, Computer-Aided Design, Technical Communication, Electrical Equipment, Technical Standard, Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: SQL Server Reporting Services, Database Design, Microsoft Access, Microsoft Excel, Business Intelligence, Pivot Tables And Charts, Business Intelligence Software, Database Systems, Dashboard, Business Reporting, Databases, Compensation Analysis, Relational Databases, Dashboard Creation, Spreadsheet Software, Data Integrity, Data Validation, Data Visualization, Analytics, Business
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Bank Regulations, Risk Management Framework, Risk Analysis, Risk Management, Banking, Financial Regulation, Financial Systems, Regulatory Compliance, Commercial Banking, Regulatory Requirements
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Training, Model Evaluation, Unsupervised Learning, Applied Machine Learning, Microsoft Azure, Machine Learning Methods, Data Validation, Unstructured Data, No-Code Development, Data Capture, Data Processing, Cloud Services
Beginner · Guided Project · Less Than 2 Hours

Eindhoven University of Technology
Skills you'll gain: Communication Planning, Research and Design, Visual Storytelling, Design Research, Prioritization, Decision Making, Communication Strategies, Stakeholder Engagement, Research, Proposal Development, Goal Setting, Process Development, Qualitative Research, Stakeholder Analysis, Needs Assessment, Case Studies, Organizational Change
Beginner · Course · 1 - 3 Months