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 Illinois Urbana-Champaign
Skills you'll gain: Corporate Strategy, Stakeholder Management, Strategic Decision-Making, Mergers & Acquisitions, Stakeholder Analysis, Corporate Sustainability, Business Strategy, Business Management, Strategic Thinking, Governance, Strategic Partnership, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Value Propositions, Competitive Analysis, Growth Strategies, Portfolio Management
★ 4.7 (1.2K) · Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Electronics, Machine Controls, Artificial Intelligence, Electronic Hardware, Electronics Engineering, Basic Electrical Systems, Electrical Wiring, Control Systems, Electronic Systems, Robotic Process Automation, Embedded Software, Artificial Intelligence and Machine Learning (AI/ML), Electronic Components, Embedded Systems, Computer Hardware, Programming Principles, Computer Programming Tools, Integrated Development Environments
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Azure DevOps, GitHub, Git (Version Control System), Version Control, Development Environment, Microsoft Development Tools, Devops Tools, Continuous Integration, DevOps, CI/CD, Microsoft Azure, Software Versioning, Microsoft Visual Studio, Collaborative Software, Software Development Tools, Authorization (Computing), Security Controls, Code Review, Role-Based Access Control (RBAC), Open Source Technology
Intermediate · Course · 1 - 3 Months

LearnQuest
Skills you'll gain: Package and Software Management, Linux Administration, Linux, Linux Commands, Virtual Private Networks (VPN), Linux Servers, System Monitoring, Operating System Administration, Public Key Infrastructure, Ubuntu, Version Control, File Management, Command-Line Interface, Intrusion Detection and Prevention, Git (Version Control System), File Systems, User Accounts, Firewall, Cloud Computing Architecture, DevOps
★ 4.5 (1.2K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Seaborn, Data Visualization, Dashboard Creation, Data Presentation, Matplotlib, Interactive Data Visualization, Dashboard, Statistical Visualization, Time Series Analysis and Forecasting, Microsoft Excel, Generative AI, Tableau Software, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Business Analytics, Power BI, Google Sheets, Python Programming
★ 4.6 (691) · Intermediate · Specialization · 1 - 3 Months
STARWEAVER
Skills you'll gain: Prompt Engineering, AI literacy, Data Storytelling, Analytics, Generative AI, Business Analytics, Large Language Modeling, Data Analysis, Data Presentation, Business Reporting, ChatGPT, Business Analysis, Cross-Functional Collaboration, Report Writing, Exploratory Data Analysis, Data Visualization, Data Management
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Wireless Networks, Reinforcement Learning, Communication Systems, Real Time Data, Systems Architecture
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsive Web Design, Front-End Web Development, Git (Version Control System), Web Content Accessibility Guidelines, User Interface and User Experience (UI/UX) Design, HTML and CSS, Cascading Style Sheets (CSS), UI/UX Strategy, React.js, Code Review, Version Control, Usability, User Interface (UI), Usability Testing, User Interface (UI) Design, Software Technical Review, Web Applications, Hypertext Markup Language (HTML), Semantic Web, Javascript
★ 4.6 (466) · Intermediate · Course · 1 - 4 Weeks
Ludwig-Maximilians-Universität München (LMU)
Skills you'll gain: Game Theory, Business Strategy, Strategic Thinking, Competitive Analysis, Strategic Partnership, Product Strategy, Strategic Decision-Making, Go To Market Strategy, Market Dynamics, Product Development, New Product Development, Innovation, Decision Making, Coordination
★ 4.8 (500) · Mixed · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Fraud detection, Google Gemini, Decision Intelligence, Demand Planning, Personalized Campaigns, Customer experience improvement, User Feedback, Customer Insights, Gemini, Text Mining, E-Commerce, AI Personalization, AI Enablement, Email Automation, Customer Demand Planning, Customer Analysis, AI powered creativity, Retail Store Operations, AI literacy, Design Software
Beginner · Course · 1 - 4 Weeks

The Linux Foundation
Skills you'll gain: Package and Software Management, Open Source Technology, Git (Version Control System), Linux, Command-Line Interface, Bash (Scripting Language), File Systems, GitHub, Linux Administration, Version Control, Linux Commands, User Accounts, CI/CD, Unix Commands, Shell Script, grep, Continuous Integration, Operating System Administration, Software Installation, Software Development Tools
★ 4.6 (3.1K) · Beginner · Specialization · 3 - 6 Months

Epic Games
Skills you'll gain: Game Design, Unreal Engine, Video Game Development, Software Design Documents, Ideation, 3D Modeling, Animation and Game Design, 3D Assets, Visualization (Computer Graphics), User Experience Design, Usability, User Interface (UI), User Interface and User Experience (UI/UX) Design, User Experience, User Interface (UI) Design, Interactive Design, Virtual Environment, Software Documentation, Version Control, Prototyping
★ 4.3 (650) · Beginner · Professional Certificate · 3 - 6 Months