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: Data Analysis Expressions (DAX), Power BI, Dashboard Creation, Dashboard, Data Modeling, Business Intelligence, Data Access, Microsoft Copilot, Data Integration, Interactive Data Visualization, Data-Driven Decision-Making, Performance Reporting, Data Transformation, Data Cleansing, ChatGPT, Model Optimization
Intermediate · Course · 1 - 4 Weeks

LearnQuest
Skills you'll gain: Consultative Approaches, Sales Training, Inside Sales, Market Opportunities, Selling Techniques, Closing (Sales), Regional Sales, General Sales Practices, Sales Enablement, Sales Management, Sales Operations, Business Development, Sales Prospecting, Personalized Campaigns, Active Listening, Drive Engagement, Negotiation, Proposal Development, Data Storytelling, Emotional Intelligence
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Product Lifecycle Management, Product Strategy, Product Management, Product Marketing, New Product Development, Case Studies, Team Oriented, Market Data, Initiative and Leadership, Data-Driven Decision-Making, Cross-Functional Collaboration, Digital Media Strategy, Strategic Decision-Making, Communication, Strategic Thinking, Innovation, Market Analysis, Data Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Structures, Algorithms, Computer Programming, Computational Thinking, Program Development, Programming Principles, Debugging, Problem Solving, C++ (Programming Language), Python Programming, Computational Logic
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Responsible AI, Data Ethics, Data Governance, Workflow Management, No-Code Development, Financial Data, Accounting and Finance Software, Artificial Intelligence, Financial Management, Generative AI, Automation, Financial Forecasting, Financial Regulation, Finance, Financial Reporting, Data Management, Financial Analysis, Accounting, Strategic Decision-Making, Securities (Finance)
Advanced · Course · 1 - 4 Weeks

UiPath
Skills you'll gain: Prompt Engineering, Agentic Workflows, Prompt Patterns, Agentic systems, Business Process Automation, Prompt Engineering Tools, Automation, Robotic Process Automation, Generative AI Agents, LLM Application, Responsible AI, AI Workflows, Decision Intelligence, Large Language Modeling, Artificial Intelligence, AI Security, Data Ethics
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Database Management, Query Languages, Data Analysis, Performance Tuning, Data Integration, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Care Management, Hospital Experience, Patient-centered Care, Health Informatics, Patient Advocacy, Patient Communication, Patient Safety, Healthcare Industry Knowledge, Health Technology, Analytics, Data Analysis, Predictive Analytics, Data Literacy, AI Personalization, Health Disparities, Innovation, Data Collection, Big Data, Data-Driven Decision-Making, Data Management
Beginner · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Microsoft Power Platform, No-Code Development, Application Deployment, Application Design, Application Development, Microsoft 365, Data-Driven Decision-Making, Software Design, Project Planning, Product Testing, Software Development, Software Architecture
Mixed · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Responsible AI, Data Ethics, Health Care Administration, Health Administration, Clinic Management Systems, Health Technology, Clinical Documentation, Artificial Intelligence, Bed Management, Patient Flow, Power BI, AI Enablement, Predictive Analytics, Advanced Analytics, Health Informatics, Decision Intelligence, Medical Billing, Artificial Intelligence and Machine Learning (AI/ML), Medical Assistance, Generative AI
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Responsible AI, Exploratory Data Analysis, Histogram, Predictive Modeling, Data Visualization, Predictive Analytics, Data Preprocessing, Machine Learning, Policy Analysis, Statistical Methods, Data Science, Descriptive Statistics, Data Ethics, Economics, Policy, and Social Studies, Development Environment, Software Engineering
Beginner · Guided Project · Less Than 2 Hours
Starweaver
Skills you'll gain: Financial Modeling, Microsoft Excel, Financial Statement Analysis, Financial Forecasting, Excel Formulas, Revenue Forecasting, Financial Analysis, Business Modeling, Financial Statements, Financial Accounting, Cash Flow Forecasting, Balance Sheet, Forecasting, Capital Expenditure, Data Validation, Cash Flows, Accounting, Working Capital, Operational Excellence
Beginner · Course · 1 - 4 Weeks