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 Market, Equities, Capital Markets, Market Trend, Economics, Investment Management, Business Valuation, Market Analysis, Portfolio Management, Financial Analysis, General Finance, Market Dynamics, Econometrics, Analysis, International Finance, Forecasting, Asset Management, Estimation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Kibana, Dashboard Creation, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Data Presentation, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Exploratory Data Analysis, Anomaly Detection, Time Series Analysis and Forecasting, Query Languages, SQL, Machine Learning Algorithms, Role-Based Access Control (RBAC), Qualitative Research
Beginner · Course · 1 - 3 Months

Skills you'll gain: Apache Hive, Big Data, JSON, Apache Hadoop, Dataflow, People Analytics, Analytics, Data Analysis, Data Pipelines, Data-Driven Decision-Making, Data Preprocessing, Data Processing, Data Transformation, Query Languages, Debugging
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Budgets, Correlation Analysis, Customer Analysis, Marketing Analytics, Customer Retention, Customer Insights, Statistical Methods, Advanced Analytics, Marketing Effectiveness, Statistical Hypothesis Testing, Predictive Analytics, Product Strategy, Statistical Modeling, Analytics, Customer Engagement, Statistical Analysis, Data-Driven Decision-Making, Customer Acquisition Management, Predictive Modeling, Marketing Channel
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Analysis, Analytics, Data Literacy, Correlation Analysis, Applied Machine Learning, Data Visualization, Machine Learning
Mixed · Course · 1 - 3 Months

Skills you'll gain: Capital Budgeting, Return On Investment, Financial Analysis, Capital Expenditure, Financial Data, Investments, Portfolio Risk, Investment Management, Financial Modeling, Financial Forecasting, Forecasting, Data Analysis, Spreadsheet Software, Risk Analysis, Communication, Analytical Skills, Risk Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Forecasting, Revenue Forecasting, Market Dynamics, Forecasting, Market Data, Market Trend, Demand Planning, Financial Data, Customer Demand Planning, Trend Analysis, Market Analysis, Consumer Behaviour
Intermediate · 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, Database Design, Data Access, Data Manipulation, C# (Programming Language)
Intermediate · Guided Project · Less Than 2 Hours

Pearson
Skills you'll gain: Amazon Web Services, Command-Line Interface, Cloud Deployment, Cloud Infrastructure, Public Cloud, Cloud Platforms, Cloud Computing, Application Deployment, Cloud Services, Version Control
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Digital Transformation, Business Transformation, Decision Intelligence, AI Enablement, Technology Strategies, Business Leadership, Organizational Development, Data Strategy, Workforce Development, AI Product Strategy, Change Management, Data Architecture, Operational Excellence, Leadership Development, Cloud Development, Talent Management, Data Governance, Business, AI Workflows, Digital Assets
Intermediate · Course · 1 - 3 Months

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

Coursera
Skills you'll gain: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Statistical Methods, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming
Intermediate · Course · 1 - 3 Months