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.

Pearson
Skills you'll gain: Amazon Web Services, Command-Line Interface, Cloud Infrastructure, Public Cloud, Cloud Computing, Application Deployment, Version Control
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cash Flow Forecasting, Cash Flows, Strategic Decision-Making, Financial Analysis, Business Planning, Business Strategy, Financial Statements, Entrepreneurship, Business Acumen, Financial Planning
Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dashboard, Looker (Software), Data Cleansing, Data Analysis, Data Preprocessing, Data Storytelling, Analytics, Big Data, Data Manipulation, Google Cloud Platform, SQL, Data-Driven Decision-Making, Data Storage, Data Warehousing
Mixed · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Analytics, Big Data, Google Analytics, Digital Marketing, Search Engine Marketing, Web Analytics, Web Analytics and SEO, Google Ads, Online Advertising, Digital Advertising, Marketing Effectiveness, Advanced Analytics, A/B Testing, Applied Machine Learning, MarTech, Marketing Automation, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Modeling, Operational Analysis, Business Modeling, Operational Performance Management, Financial Statements, Financial Statement Analysis, Financial Forecasting, Financial Analysis, Accounting, Balance Sheet, Cash Flows, Business Valuation, Income Statement, Cash Flow Forecasting, Business Writing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Version Control, GitHub, User Accounts, Role-Based Access Control (RBAC), Git (Version Control System), Identity and Access Management, Database Management, Authorization (Computing), Microsoft Windows, Database Application, Microsoft Development Tools, Application Design, Application Development, C# (Programming Language), Authentications, User Interface (UI)
Intermediate · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: AI Enablement, Regulatory Requirements, Responsible AI, Compliance Management, Business Transformation, Risk Analysis, Regulation and Legal Compliance, Business Solutions, Cross-Functional Team Leadership, Key Performance Indicators (KPIs), Digital Transformation, Business Risk Management, Scalability, Risk Management, Culture Transformation, Cross-Functional Collaboration, Data-Driven Decision-Making, Employee Training
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Unreal Engine, 3D Assets, Virtual Environment, 3D Modeling, User Interface (UI), Computer Graphics, Animations, Game Design, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Site Reliability Engineering, DevOps, Safety Culture, Culture Transformation, Change Management, Continuous Delivery, Organizational Change, Continuous Integration, Performance Measurement, Service Level, System Monitoring, Incident Management, Data-Driven Decision-Making, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Data Visualization, Statistical Modeling, Feature Engineering, Predictive Modeling, Data Analysis, R Programming, Predictive Analytics, Exploratory Data Analysis, Supervised Learning, Statistical Analysis, Correlation Analysis, Probability & Statistics, Data Manipulation, Linear Algebra, Statistical Hypothesis Testing
Mixed · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Sales Pipelines, Sales Process, Sales Management, Regional Sales, Sales Territory Management, Sales Strategy, Sales Training, Talent Management, Revenue Management, Cross-Functional Team Leadership, Employee Coaching, Customer Relationship Management (CRM) Software, Data-Driven Decision-Making, Target Market, Market Opportunities, Marketing Analytics, Recruitment, Key Performance Indicators (KPIs)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Research Methodologies, User Research, Ideation, Team Building, UI/UX Research, Usability Testing, Team Oriented, Product Design, User Centered Design, User Experience, Product Development, Performance Measurement, Product Improvement, Innovation, Prioritization, UI/UX Strategy, Agile Product Development, A/B Testing, Customer Engagement, Product Requirements
Intermediate · Course · 1 - 3 Months