Decision Trees Courses and Certifications

Python Machine Learning Bootcamp (Live Online)

749 ratings at CourseHorse

Master the in-demand skill of machine learning and learn how to create algorithms that can independently learn patterns and make decisions in this hands-on bootcamp.

• CourseHorse
• Self-Paced
• $1,895.00

Advanced Methods in Machine Learning Applications

Master advanced machine learning techniques for complex problem-solving. Explore ensemble learning, regression analysis, unsupervised learning, and reinforcement learning. Gain practical skills to implement and optimize sophisticated models.

• Coursera
• 19 hours 58 minutes
• Self-Paced
• Paid Course

Python Machine Learning Bootcamp (Live Online)

686 ratings at CourseHorse

Master the practical skills needed to solve real-world problems with machine learning.

• CourseHorse
• Self-Paced
• $1,895.00

Alternative Approaches to Valuation and Investment

320 ratings at Coursera

Develop intuitive understanding of asset valuation and investment techniques. Learn risk measurement, portfolio analysis, capital asset pricing, financial statement analysis, and real options for informed decision-making.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

The Analytics Edge

4 ratings

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies.

• MIT OpenCourseWare
• 16 hours
• Self-Paced
• Free Video

Interpretable Machine Learning

29 ratings at Coursera

Develop transparent and trustworthy AI solutions using interpretable machine learning techniques. Master regression models, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-risk domains.

• Coursera
• 13 hours 33 minutes
• Self-Paced
• Paid Course

Project Management Fundamentals: Risk Management

Learn the fundamentals of risk management for projects. Understand how to identify, assess, and respond to risks using proven frameworks, tools, and techniques to improve project outcomes and minimize uncertainties.

• edX
• 2 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Supervised Machine Learning: Classification

459 ratings at Coursera

Learn to train and evaluate classification models, including logistic regression, decision trees, and ensembles. Gain hands-on experience with best practices like handling unbalanced classes and using various error metrics.

• Coursera
• 1 day 17 minutes
• Self-Paced
• Paid Course

Machine Learning Algorithms with Python in Business Analytics

41 ratings at Coursera

Master machine learning algorithms in Python for business analytics, covering regression, classification, and clustering techniques to extract actionable insights from data.

• Coursera
• 16 hours 54 minutes
• Self-Paced
• Paid Course

Machine Learning & Deep Learning in Python & R

5988 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

• Udemy
• 1 day 9 hours 12 minutes
• Self-Paced
• Paid Course

Python Machine Learning Immersive (Live Online)

330 ratings at CourseHorse

Master the essential skills to excel in the booming field of machine learning, including regression and classification algorithms, feature selection, and model evaluation.

• CourseHorse
• Self-Paced
• $1,895.00

Data Science: Supervised Machine Learning in Python

3554 ratings at Udemy

Full Guide to Implementing Classic Machine Learning Algorithms in Python and with Scikit-Learn

• Udemy
• 6 hours 25 minutes
• Self-Paced
• Paid Course

Data Mining Methods

72 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 25 minutes
• Self-Paced
• Paid Course

Decision Modeling and Risk Analysis with Excel

3372 ratings at Udemy

Decision making using sensitivity analysis, decision tree, utility theory, Bayesian statistics, Monte Carlo simulation.

• Udemy
• 6 hours 2 minutes
• Self-Paced
• Paid Course

Complete Machine Learning with R Studio - ML for 2026

2725 ratings at Udemy

Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in R programming language - R studio

• Udemy
• 12 hours 3 minutes
• Self-Paced
• Paid Course