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.
Duke University
Skills you'll gain: Design Thinking, Ethical Standards And Conduct, Initiative and Leadership, Community Organizing, Leadership, Sustainable Systems, Leadership Development, Environmental Issue, Personal Development, Visionary, Innovation, Decision Making, Empowerment, Collaboration, Goal Setting
Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Simulations, Exploratory Data Analysis, Experimentation, Research Design, Business Analytics, Operations Research, Project Design, Business Planning, Simulation and Simulation Software, Customer Analysis, Advanced Analytics, A/B Testing, Data Mining, Business Analysis, Ideation, Sprint Planning, Problem Solving, Critical Thinking
Beginner · Specialization · 3 - 6 Months

Coursera
Skills you'll gain: MLOps (Machine Learning Operations), Data Pipelines, Model Evaluation, Systems Design, Transfer Learning, Data Preprocessing, Data Quality, Feature Engineering, Deep Learning, Python Programming, Data Validation, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Software Engineering, Debugging, Supervised Learning, Git (Version Control System), Performance Metric, Statistical Analysis
Intermediate · Specialization · 1 - 3 Months

Duke University
Skills you'll gain: Market Trend, Strategic Thinking, Innovation, Market Opportunities, Business Strategy, Competitive Intelligence, Business Transformation, Competitive Analysis, Trend Analysis, Corporate Strategy, Case Studies, Strategic Leadership, Strategic Decision-Making
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Customer Insights, Customer Analysis, User Feedback, Customer experience strategy (CX), Customer experience improvement, Customer Service, Market Research, Branding, Advertising, Public Relations
Beginner · Guided Project · Less Than 2 Hours

University of Michigan
Skills you'll gain: Debugging, LLM Application, Data-oriented programming, Program Development, Code Reusability, Python Programming, Data Manipulation, Data Analysis
Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: AI literacy, Writing and Editing, Editing, Responsible AI, Writing, Workplace inclusivity, Business Writing, Diversity and Inclusion, Analysis, Target Audience, Communication, Communication Strategies
Beginner · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Sustainable Business, Innovation, Economic Development, Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Sustainable Development, Business Strategy, Market Opportunities, Corporate Strategy, Entrepreneurship, Environmental Issue, Business Development, Competitive Analysis, Business Economics, Natural Resource Management, Growth Strategies, Digital Transformation, Problem Solving, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Security Testing, Continuous Monitoring, Cyber Security Assessment, Penetration Testing, Vulnerability Assessments, Intrusion Detection and Prevention, Vulnerability Scanning, Security Controls, System Monitoring, White-Box Testing, Threat Detection, IT General Controls (ITGC)
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Surveys, Employee Surveys, User Feedback, Microsoft Office, Microsoft 365
Beginner · Guided Project · Less Than 2 Hours

SkillUp
Skills you'll gain: Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, LLM Application, AI Integrations, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Version Control, GitHub Copilot, R (Software), Data Wrangling, Statistical Reporting, Data Transformation, Data Processing, Microsoft Visual Studio, Data Literacy, Development Environment, Programming Principles, Scripting Languages, Statistical Programming, Descriptive Statistics, Scripting, Statistics, Program Development, Code Reusability, Functional Design
Beginner · Course · 1 - 3 Months