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: Performance Measurement, Business Strategy, Competitive Analysis, Strategic Planning, Performance Metric, Strategic Thinking, Market Dynamics, Plan Execution, Organizational Strategy, Strategic Decision-Making, Market Analysis, Marketing Strategies, Organizational Effectiveness, Analysis, Organizational Structure
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Version Control, GitHub, Bitbucket, Unity Engine, Game Design, Video Game Development, Software Versioning, 3D Assets, Animation and Game Design, Computer Graphics, Animations, Scripting
Intermediate · Course · 1 - 3 Months

Skills you'll gain: People Management, Scope Management, Project Scoping, Project Management Institute (PMI) Methodology, Project Schedules, Staff Management, Scheduling, Team Leadership, Procurement, Agile Product Development, Agile Methodology, Project Management, Agile Project Management, Process Management, Cost Management, Stakeholder Engagement, Project Management Life Cycle, Stakeholder Management, Business Process, Project Risk Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Statistical Analysis, Predictive Modeling, Advanced Analytics, R (Software), R Programming, Statistical Methods, Data Manipulation, Business Analytics, Data Analysis, Predictive Analytics, Analysis, Probability & Statistics, Analytics, Analytical Skills, Statistical Modeling, Data Analysis Software, Regression Analysis, Statistical Programming, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Survey Creation, Market Research, Sampling (Statistics), Research, Business Research, Research Methodologies, Research Design, Case Studies, Statistical Hypothesis Testing, Marketing, Quantitative Research, Data-Driven Marketing, Marketing Strategies, Statistical Methods, Consumer Behaviour, Market Analysis, Data Collection, Data Analysis, Business Analytics, Data-Driven Decision-Making
Mixed · Course · 1 - 3 Months

Skills you'll gain: Looker (Software), Data-Driven Decision-Making, Data Analysis, Analytics, Google Cloud Platform, Dashboard Creation, Interactive Data Visualization, Data Visualization Software, Cloud Storage, Data Storage Technologies, Data Storage, SQL, Data Warehousing, Data Sharing
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Predictive Analytics, Patient Safety, Patient-centered Care, Clinical Leadership, Care Management, Nursing and Patient Care, Health Care, Data-Driven Decision-Making, Data Storytelling, Health Care Administration, Health Technology, Data Collection, Business Leadership, Data Analysis, Healthcare Industry Knowledge, Applied Machine Learning, Machine Learning, Safety Standards
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Private Equity, Business Valuation, Income Statement, Financial Modeling, Financial Analysis, Investment Banking, Financial Data, Revenue Management, Microsoft Excel, Operational Analysis, Corporate Finance, Finance, Investments, Risk Modeling, Analysis, Consolidation, Banking, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: SQL, SAS (Software), Query Languages, Data-Driven Decision-Making, Data Processing, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Competitive Analysis, Competitive Intelligence, Market Analysis, Market Intelligence, Market Trend, Trend Analysis, Market Data, Analysis, Strategic Decision-Making, Market Dynamics, Strategic Thinking, Data-Driven Decision-Making, Business Strategy, Business Analysis, Case Studies, Text Mining
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, Prompt Patterns, Amazon Bedrock, Token Optimization, Prompt Engineering Tools, Rust (Programming Language), Agentic Workflows, AI Workflows, Natural Language Processing, Tool Calling, LLM Application, AI Orchestration, Large Language Modeling, Generative AI, Data Pipelines, Command-Line Interface, Agentic systems, Version Control
Beginner · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: CI/CD, Disaster Recovery, Infrastructure as Code (IaC), Business Continuity, Continuous Deployment, Cloud Deployment, Business Continuity Planning, Cloud Management, Cloud Computing, IT Automation, Continuous Integration, Version Control, Cloud Infrastructure, Automation, Application Deployment, IT Infrastructure, Software Versioning, Configuration Management, Project Documentation, Service Recovery
Beginner · Course · 1 - 4 Weeks