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: Git (Version Control System), Model Training, Version Control, AI Workflows, Software Configuration Management, Jupyter, Memory Management, Package and Software Management, Resource Utilization, Virtual Environment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Ads, Pay Per Click Advertising, Advertising Campaigns, Bidding, Online Advertising, Campaign Management, Keyword Research, Data-Driven Marketing, Content Optimization, Digital Advertising, Digital Marketing Campaigns, Performance marketing, Search Engine Marketing, Copywriting, Campaign Planning, Data-Driven Decision-Making, Customer experience improvement, Quality Assessment
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Dashboard, Microsoft Excel, Excel Macros, Performance Analysis, Excel Formulas, People Analytics, Compensation Analysis, Payroll, Trend Analysis, Key Performance Indicators (KPIs), Business Metrics, Performance Measurement, Data Visualization, Data Integration, Database Management
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Reinforcement Learning, Inventory Control, Inventory Management System, Supply Chain, Operations Research, Supply Chain Management, Process Optimization, Model Optimization, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Fine-tuning, Performance Tuning, Decision Making, Simulations, Algorithms
Intermediate · Course · 1 - 4 Weeks

PracticalGrowth
Skills you'll gain: Project Portfolio Management, Program Management, Business Priorities, Organizational Strategy, Capacity Planning, Project Management, Product Roadmaps, Prioritization, Dependency Analysis, Coordination, Capacity Management, Key Performance Indicators (KPIs), Portfolio Management, Governance, Goal Setting, Change Control, Risk Management, Performance Measurement, Decision Making
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Development Tools, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Risk Management, International Finance, Derivatives, Futures Exchange, Credit Risk, Financial Market, Blockchain, Hedge Accounting, FinTech, Financial Analysis, Digital Assets, Market Dynamics, Economics, Business, Emerging Technologies, Arbitration
★ 5 (15) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Dashboard Creation, Dashboard, Data Transformation, Advanced Analytics, Data Wrangling, Statistical Machine Learning, Data Manipulation, SPSS (Software), Analytics, Data Presentation, Data Preprocessing, Data Analysis, Business Analytics, Statistical Analysis, Statistical Modeling, Predictive Analytics, Data Storytelling, SPSS, Dataflow, Process Design
Beginner · Course · 1 - 3 Months

Skills you'll gain: Variance Analysis, Production Planning, Management Accounting, Inventory Control, Inventory Management, Financial Statement Analysis, Cost Accounting, Cost Control, Profit and Loss (P&L) Management, Inventory Management System, Income Statement, Production Process, Production Management, Financial Statements, Operating Cost, Cost Benefit Analysis, Cost Management, Financial Analysis, Corporate Finance, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Portfolio Management, Portfolio Risk, Investments, Investment Management, Asset Management, Market Dynamics, Return On Investment, General Finance, Financial Market, Business Valuation, Risk Management, Financial Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Global Marketing, Intercultural Competence, Cultural Diversity, Cultural Sensitivity, Market Research, International Finance, Diversity Awareness, Market Analysis, Consumer Behaviour, Culture, Strategic Marketing, Strategic Decision-Making, Marketing, Human Resource Strategy, Organizational Strategy, International Relations, Market Intelligence, Organizational Structure, Human Resources, Regulation and Legal Compliance
Mixed · Course · 1 - 4 Weeks

PracticalGrowth
Skills you'll gain: Communication Strategies, Influencing, Business Communication, Stakeholder Communications, Communication, Strategic Communication, Communication Planning, Cultural Responsiveness, Intercultural Competence, Interpersonal Communications, Diversity Awareness, Verbal Communication Skills, Stakeholder Management, Stakeholder Engagement, Persuasive Communication, Conflict Management, Cultural Sensitivity, Storytelling, Stakeholder Analysis, Cultural Diversity
Beginner · Course · 1 - 4 Weeks