Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.

Skills you'll gain: Backlogs, Product Strategy, Agile Product Development, Stakeholder Management, Business Modeling, Forecasting, Product Planning, Release Management, Product Roadmaps, Product Management, Agile Methodology, Sprint Planning, User Story, Product Requirements, Customer Advocacy, Agile Project Management, Prioritization, Contract Management, Estimation, Business Metrics
Intermediate · Course · 3 - 6 Months
Skills you'll gain: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Governance Risk Management and Compliance, Risk Management, Business Process Automation, Automation, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance, Data-Driven Decision-Making
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Market Research, Market Analysis, Marketing, Research Methodologies, Research, Research Design, Quantitative Research, Consumer Behaviour, Market Trend, Surveys, Customer Analysis, Qualitative Research, Forecasting, Price Negotiation, Analysis, Product Testing, Data Collection, Sampling (Statistics)
Mixed · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Management, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis, Systems Design
Mixed · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Business Strategy, Competitive Analysis, Strategic Thinking, Business Planning, Market Analysis, Business Analytics, Organizational Strategy, Strategic Decision-Making, Market Dynamics, Value Propositions, Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Presentations, Proposal Development, Proposal Writing, Value Propositions, Sales Presentations, Solution Sales Engineering, Collaborative Software, Collaboration, Meeting Facilitation
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Digital Transformation, Google Cloud Platform, Big Data, Cloud Storage, Looker (Software), Cloud Computing, Machine Learning, Analytics, Data Management, Data Lakes, Unstructured Data, Data Quality, Business Intelligence, Data-Driven Decision-Making, Customer experience improvement, Artificial Intelligence
Beginner · Course · 1 - 3 Months
Skills you'll gain: Collaboration, Collaborative Software, Adobe InDesign, Design Reviews, Version Control, Style Guides, User Feedback, Peer Review, Editing, Layout Design, Document Management, File Management, Branding
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Product Design, Product Management, Interviewing Skills, Product Lifecycle Management, Product Roadmaps, Case Studies, Stakeholder Communications, Portfolio Management, Estimation, Product Strategy, Storytelling, Technical Communication, Communication, Analysis, Complex Problem Solving, Prioritization, Data Analysis
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Equipment Design, Product Lifecycle Management, Construction Engineering, Construction, Construction Management, Machine Controls, Plant Operations and Management, Facility Management and Maintenance, Automation Engineering, Architecture and Construction, Digital Transformation, Data Maintenance, Hydraulics, Control Systems, 3D Modeling, Continuous Monitoring
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Workplace inclusivity, Diversity and Inclusion, AI Enablement, AI Workflows, Organizational Leadership, Data Ethics, Team Leadership, Management Training And Development, Business Ethics, Innovation, Artificial Intelligence, Team Performance Management, Virtual Teams, Telecommuting, Adaptability, Ethical Standards And Conduct, Collaboration, Internal Communications, Culture Transformation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning
Intermediate · Course · 1 - 4 Weeks