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.

Johns Hopkins University
Skills you'll gain: Statistical Modeling, Exploratory Data Analysis, Data Analysis, Data Presentation, Statistical Analysis, Team Management, Data-Driven Decision-Making, Data Strategy, Statistical Inference, Communication, Communication Strategies
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Applied Machine Learning, Text Mining, Application Programming Interface (API), Time Series Analysis and Forecasting, Data Processing, Restful API
Beginner · Course · 1 - 3 Months

Skills you'll gain: Collaborative Software, Application Programming Interface (API), Restful API, Software Development Tools, Software Documentation, Mockups, Test Tools, Software Versioning, Version Control
Intermediate · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Git (Version Control System), GitHub, GitLab, Version Control, Bitbucket, Continuous Deployment
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Equipment Design, Maintenance, Repair, and Facility Services, Product Lifecycle Management, Construction Engineering, Construction, Construction Management, Machine Controls, Plant Operations and Management, Facility Management and Maintenance, Automation Engineering, Architecture and Construction, Digital Transformation, Hydraulics, 3D Modeling
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Application Programming Interface (API), Restful API, SQL, Data Access, Data Manipulation, C# (Programming Language), .NET Framework
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Prompt Engineering, Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Fraud detection, Supervised Learning, Semantic Web, Deep Learning, Small Data, Machine Learning, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Equities, Balance Sheet, Financial Accounting, Corporate Finance, Financial Statements, Financial Analysis, Corporate Accounting, Financial Reporting, Accounting, Market Liquidity
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Customer Success Management, Sales Support, Salesforce, Data Visualization, Sales Management, Customer Relationship Management (CRM) Software, Customer Support, Sales Pipelines, Management Reporting, Dashboard, Customer Service, Data-Driven Decision-Making, Business Reporting, Customer Relationship Building
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Docs, Google Workspace, Email Automation, Collaborative Software, Action Oriented, Calendar Management, Document Management, Version Control
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Strategic Decision-Making, Corporate Finance, Working Capital, Financial Analysis, Financial Planning, Financial Management, Financial Forecasting, Cash Management, Growth Strategies, Capital Markets, Resource Allocation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cash Flow Forecasting, Cash Flows, Financial Analysis, Cash Management, Financial Forecasting, Strategic Decision-Making, Financial Planning, Financial Statements, Business Metrics, Business Acumen, Forecasting, Working Capital
Mixed · Course · 1 - 4 Weeks