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: Financial Statement Analysis, Financial Statements, Credit Risk, Financial Analysis, Portfolio Risk, Market Data, Risk Analysis, Bank Regulations, Securities (Finance), Financial Data, Portfolio Management, Lending and Underwriting, Risk Management, Derivatives, Business Valuation, Financial Market, Investment Management, Financial Regulation, Analytics, Decision Making
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Web Scraping, Data Presentation, Data-Driven Decision-Making, SQL, Pandas (Python Package), NumPy, Data Analysis, Databases, Data Manipulation, Database Management, Query Languages, Python Programming, Data Processing, Data Wrangling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
Advanced · Specialization · 3 - 6 Months

London Business School
Skills you'll gain: Resilience, Operational Risk, Leadership Development, Adaptability, Team Motivation, Organizational Change, Risk Management, People Development, Organizational Leadership, Risk Management Framework, Organizational Development, Supplier Risk Management, Business Risk Management, Business Operations, Team Management, Leadership, Strategic Planning, Systems Thinking, Strategic Decision-Making, Planning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Google Ads, Pay Per Click Advertising, Marketing Effectiveness, Performance Measurement, Key Performance Indicators (KPIs), Online Advertising, Campaign Management, Search Engine Marketing, Digital Advertising, Performance Analysis, Keyword Research, Marketing Analytics, Brand Management, Social Media Campaigns, Budget Management, Project Management, Data-Driven Decision-Making, Return On Investment, Quality Assessment, Cost Reduction
Intermediate · Specialization · 3 - 6 Months

FAIR Institute
Skills you'll gain: Cyber Governance, Risk Analysis, Cyber Risk, Risk Appetite, Risk Management Framework, Risk Modeling, Risk Management, Regulatory Compliance, Regulatory Requirements, Cyber Security Strategy, Cybersecurity, Governance, Enterprise Risk Management (ERM), Law, Regulation, and Compliance, Governance Risk Management and Compliance, Business Risk Management, Business Priorities, Strategic Decision-Making, Risk Mitigation, Insurance
Intermediate · Specialization · 1 - 3 Months

University of Minnesota
Skills you'll gain: Predictive Modeling, Predictive Analytics, Business Analytics, Customer Analysis, Project Design, Advanced Analytics, Machine Learning Methods, Applied Machine Learning, Business Analysis, Solution Design, Sprint Planning, Machine Learning, Brainstorming, Trend Analysis, Design Thinking, Analysis, Ideation, Decision Tree Learning, Deep Learning, Quality Control
Beginner · Course · 1 - 3 Months

Skills you'll gain: Strategic Sourcing, Supplier Management, Supplier Risk Management, Vendor Management, Contract Negotiation, Supplier Performance Management, Supplier Relationship Management, Procurement, Cost Benefit Analysis, Financial Modeling, Negotiation, Market Research, Market Intelligence, Risk Management, Financial Analysis, Data-Driven Decision-Making, Process Improvement, Spreadsheet Software, Business Communication, Data Analysis
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Artificial Neural Networks, Tensorflow, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Machine Learning Software, Deep Learning, Machine Learning, Feature Engineering, Risking, Model Evaluation, Mortgage Loans, Consumer Lending
Intermediate · Guided Project · Less Than 2 Hours

The University of Melbourne
Skills you'll gain: Financial Analysis, Financial Acumen, Financial Management, Financial Data, Financial Market, Investment Management, Strategic Decision-Making, Corporate Finance, Risk Analysis, Business Risk Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Generative AI, Responsible AI, Accounts Payable, Accounts Payable and Receivable, Prompt Engineering Tools, Data Ethics, Accounting and Finance Software, Financial Data, Make.com, Data Governance, Workflow Management, Miro AI, Financial Forecasting, Financial Management, Financial Analysis, Artificial Intelligence, No-Code Development, Budgeting, Forecasting
Intermediate · Specialization · 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Negotiation, Game Theory, Conflict Management, Influencing, Communication, Decision Making, Strategic Thinking, Strategic Decision-Making, Ethical Standards And Conduct, Cultural Responsiveness, Cultural Diversity, Cultural Sensitivity, Empathy & Emotional Intelligence
Beginner · Course · 1 - 3 Months