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.

University of Huddersfield
Skills you'll gain: Leadership and Management, Organizational Strategy, Leadership Development, Strategic Thinking, Strategic Leadership, Organizational Effectiveness, Business Management, Business Strategies, Case Studies, Business Strategy, Self-Awareness, Decision Making, Goal Setting, Analysis
Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google App Engine, Cloud API, Firewall, Google Cloud Platform, Cloud Applications, Application Programming Interface (API), Application Deployment, Cloud Management, Software Versioning, Application Development, Version Control
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Sales Presentation, Overcoming Objections, Value Propositions, Presentations, Solution Sales Engineering, Sales, Sales Process, Verbal Communication Skills, Influencing, Negotiation, Communication, Consumer Behaviour, Public Speaking, Interviewing Skills, Customer Insights, Rapport Building
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Git (Version Control System), GitHub, Version Control, Jenkins, CI/CD, DevOps, Software Development Tools, Software Versioning, Microsoft Copilot, Software Development, Code Review, Application Security, Key Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Azure DevOps, Test Planning, CI/CD, Continuous Deployment, Continuous Integration, Test Case, Backlogs, Microsoft Development Tools, Version Control, Microsoft Visual Studio, Agile Project Management, Agile Methodology, Application Lifecycle Management, Software Testing, Release Management, Scrum (Software Development), User Story, Sprint Planning, Issue Tracking
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Credit Risk, Loans, Environmental Social And Corporate Governance (ESG), Risk Management, Derivatives, Financial Analysis, Risk Analysis, Portfolio Management, Financial Modeling, Financial Regulations, Compliance Management, Market Dynamics, Business Valuation, Economics, Business Modeling, Structural Analysis, Excel Formulas
Intermediate · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Agile Project Management, Stakeholder Engagement, Leadership, Team Leadership, Climate Change Adaptation, Strategic Leadership, Water Sustainability, Environmental Resource Management, Organizational Strategy, Project Management, Sustainability Reporting, Cross-Functional Collaboration, Natural Resource Management, Innovation, Community Outreach, Complex Problem Solving
Beginner · Course · 1 - 3 Months

HubSpot Academy
Skills you'll gain: HubSpot CRM, Data Visualization, Sales Management, Dashboard, Sales Process, Customer Relationship Management, Data-Driven Decision-Making, Sales, Customer Service, Business Reporting, Key Performance Indicators (KPIs), Customer Engagement, Goal Setting, Data Cleansing
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
Mixed · Course · 1 - 3 Months

Skills you'll gain: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Tidyverse (R Package), Machine Learning, Data Science, Ggplot2, Exploratory Data Analysis, Classification And Regression Tree (CART), Feature Engineering, Random Forest Algorithm, Data Processing, Statistical Programming, Predictive Modeling, Data Manipulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Dashboard, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, Data Presentation, Kibana, Data Analysis, Data Visualization Software, Exploratory Data Analysis, Trend Analysis, Retail Sales, Data Import/Export, System Configuration
Mixed · Course · 1 - 4 Weeks