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.
Google Cloud
Skills you'll gain: Presentations, Google Workspace, Productivity Software, Sales Presentations, Collaborative Software, Constructive Feedback, User Feedback, Data Sharing, Document Management, Data Visualization, Business Solutions, Version Control, Multimedia, Change Control
★ 4.9 (41) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Package and Software Management, Bash (Scripting Language), Git (Version Control System), GitHub, Version Control, Unix Shell, Ubuntu, Shell Script, Scripting, Unix, Scripting Languages, Unix Commands, Linux, System Configuration, grep, Linux Administration, Linux Commands, File Management, File I/O, Software Installation
★ 3.1 (12) · Beginner · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Model Optimization, Applied Mathematics
★ 5 (32) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Ggplot2, Model Evaluation, Plot (Graphics), Regression Analysis, Predictive Analytics, Predictive Modeling, Statistical Visualization, Data-Driven Decision-Making, Statistical Modeling, R Programming, Descriptive Statistics, R (Software), Exploratory Data Analysis, Descriptive Analytics, Statistical Analysis, Data Analysis
★ 4.2 (13) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Supply Chain, Logistics Management, Supply Chain Systems, Business Planning, Market Analysis, Process Design, Business Analysis Tools, Performance Improvement, Plan Execution, Cost Management
★ 4.9 (15) · Mixed · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Business Valuation, Mergers & Acquisitions, Corporate Strategy, Market Share, Corporate Finance, Financial Analysis, Consolidation, Decision Making, Competitive Analysis, Cash Flows
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Classroom Management, Student Engagement
Beginner · Course · 1 - 3 Months

Illinois Tech
Skills you'll gain: Health Informatics, Clinical Informatics, Epic EMR, Health Information Management and Medical Records, Health Systems, Health Information Management, Interoperability, Health Technology, Medical Records, Health Care, Electronic Medical Record System, Health Policy, Clinical Documentation, Medical Terminology, Stakeholder Engagement, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Computer Vision, Model Evaluation, PyTorch (Machine Learning Library), Supervised Learning, Unsupervised Learning, Image Analysis, Applied Machine Learning, Data Preprocessing, Dimensionality Reduction, Machine Learning Methods, Reinforcement Learning, Feature Engineering, Machine Learning Algorithms, Convolutional Neural Networks, Regression Analysis, Data Processing, Model Training, Machine Learning, Deep Learning, Model Optimization
★ 3.4 (16) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Statistical Hypothesis Testing, Data Visualization Software, Dashboard Creation, Clinical Research, Interactive Data Visualization, Health Informatics, Data Wrangling, Data Analysis, Healthcare Ethics, Health Information Management and Medical Records, Health Policy, Looker (Software), Predictive Analytics, Healthcare Industry Knowledge, Data Literacy, Health Technology, Regression Analysis
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Cascading Style Sheets (CSS), Web Design, Web Design and Development, UI Components, Git (Version Control System), Front-End Web Development, Mobile Development, Javascript, Animations, User Interface (UI), Web Development Tools, Web Content Accessibility Guidelines, Typography, Semantic Web, GitHub, Version Control, Application Deployment, Development Environment
★ 5 (7) · Beginner · Specialization · 3 - 6 Months

The State University of New York
Skills you'll gain: Performance Analysis, Law, Regulation, and Compliance, Data-Driven Decision-Making, Data Analysis, Regulation and Legal Compliance, Analytics, Data Management, Contract Management, Decision Making, Contract Negotiation, Negotiation, Relationship Building, Ethical Standards And Conduct, Operations Management
★ 5 (7) · Beginner · Course · 1 - 3 Months