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: Database Design, Requirements Analysis, .NET Framework, ASP.NET, Relational Databases, C# (Programming Language), Database Development, Database Application, Full-Stack Web Development, Functional Requirement, Back-End Web Development, Maintainability, System Implementation, Model View Controller, Software Architecture, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Project Controls, Project Risk Management, Project Management, Stakeholder Management, Leadership and Management, Risk Control, People Management, Stakeholder Engagement, Risk Management, Project Management Life Cycle, Project Estimation, Project Planning, Project Schedules, Team Management, Prioritization, Estimation, Dependency Analysis, Work Breakdown Structure, Contingency Planning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Containerization, Docker (Software), Microservices, Version Control, Git (Version Control System), Development Environment, Application Deployment, Devops Tools, API Design, Software Architecture, Application Programming Interface (API), Virtual Networking, Nginx, Frontend Integration, System Configuration, Computer Networking
Beginner · Course · 1 - 4 Weeks

Pearson
Skills you'll gain: Git (Version Control System), Containerization, Bash (Scripting Language), Version Control, Linux Administration, Linux Servers, Linux, Docker (Software), Shell Script, Ansible, Kubernetes, Configuration Management, Application Deployment, Systems Administration, Software Configuration Management, System Configuration, Public Key Infrastructure
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Development Environment, Software Development Tools, Scripting, Git (Version Control System), Scripting Languages, Version Control, Package and Software Management, Software Development, Software Visualization, Application Development, Performance Tuning, Software Installation, System Configuration
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Change Control, Contract Management, Strategic Leadership, Procurement, Capital Budgeting, Project Coordination, Project Management, Project Controls, Leadership, Change Orders, Strategic Sourcing, Vendor Relationship Management, Financial Analysis, Resource Management, Vendor Management, Team Leadership, Stakeholder Management, Team Management, Project Performance, Change Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: NumPy, Pandas (Python Package), Analytics, Plot (Graphics), Model Evaluation, Statistical Visualization, Jupyter, Data Analysis, Applied Machine Learning, Analytical Skills, Numerical Analysis, Model Training, Data Manipulation, Exploratory Data Analysis, Advanced Analytics, Descriptive Statistics, Linear Algebra
Beginner · Course · 1 - 3 Months

Skills you'll gain: Continuous Monitoring, Security Controls, Cybersecurity, Risk Management Framework, Cyber Risk, NIST 800-53, Risk Management, Threat Management, Cloud Security, Security Management, Cyber Security Assessment, Incident Response, Authorization (Computing), System Implementation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, AI Workflows, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Data Quality
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Plot (Graphics), Data Preprocessing, E-Commerce, Business Analytics, Data Visualization Software, Data Visualization, Data-Driven Decision-Making, Descriptive Statistics, Data Analysis, Graphing, Statistical Visualization, Scatter Plots, Exploratory Data Analysis, Analysis, Development Environment, Software Installation
Mixed · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Request For Quotation (RFQ), Procurement, Strategic Sourcing, Purchasing, Vendor Management, Bidding, Supplier Management, Supplier Quality Management, Cost Estimation, Standard Operating Procedure, Process Analysis, Data-Driven Decision-Making, Spreadsheet Software
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Key Performance Indicators (KPIs), Stakeholder Communications, Concision, Stakeholder Management, Performance Metric, User Feedback, Stakeholder Engagement, Performance Reporting, Jira (Software), Management Reporting, Constructive Feedback, Information Architecture, Data Storytelling, Report Writing, Prioritization, Communication, Communication Strategies, Collaborative Software, Content Optimization
Intermediate · Course · 1 - 4 Weeks