Decision Trees Courses and Certifications

Intro to Predictive Analytics Using Python

Master predictive analytics fundamentals using Python, from regression models to advanced techniques like random forests and unsupervised learning, enabling data-driven forecasting and pattern recognition.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Paid Course

Python for Data Science & Machine Learning: Zero to Hero

860 ratings at Udemy

Master Data Science & Machine Learning in Python: Numpy, Pandas, Matplotlib, Scikit-Learn, Machine Learning, and more!

• Udemy
• 6 hours 1 minute
• On-Demand
• Paid Course

Introduction to Machine Learning in Sports Analytics

27 ratings at Coursera

Explore supervised machine learning techniques using Python and real athletic data to predict sports outcomes, applying methods like SVM, decision trees, and ensembles to analyze professional leagues and wearable device data.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Introduction to AI for Cybersecurity

94 ratings at Coursera

Gain foundational knowledge of AI in cybersecurity, exploring techniques to enhance security, detect threats, and secure systems through hands-on implementations using tools like Jupyter Notebooks.

• Coursera
• 9 hours 55 minutes
• On-Demand
• Paid Course

Coursera

Machine Learning Pipelines with Azure ML Studio

826 ratings at Coursera

Build end-to-end machine learning pipeline in Azure ML Studio using Adult Income Census data to predict income levels. Train, evaluate, and deploy a Two-Class Boosted Decision Tree classifier as a web service.

• Coursera
• 1 hour 48 minutes
• On-Demand
• Paid Course

Machine Learning in Healthcare (no coding required!)

821 ratings at Udemy

Learn how to apply machine learning techniques in healthcare

• Udemy
• 2 hours 46 minutes
• On-Demand
• Paid Course

AI for Medical Prognosis

799 ratings at Coursera

In this course, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.

• Coursera
• 1 day 5 hours 44 minutes
• On-Demand
• Paid Course

Python Machine Learning: From Beginner to Pro

780 ratings at Udemy

Machine Learning Tutorial: Python-Based Predictive Analytics

• Udemy
• 5 hours 37 minutes
• On-Demand
• Paid Course

Machine Learning Essentials - Master core ML concepts

770 ratings at Udemy

Kickstart Machine Learning, understand maths behind essential algorithms, implement them in python & build 8+ projects!

• Udemy
• 1 day 3 hours 57 minutes
• On-Demand
• Paid Course

Introduction to AI: Key Concepts and Applications

25 ratings at Coursera

Master essential AI foundations, from R.O.A.D framework to algorithm selection, data quality, and performance metrics. Gain practical insights for evaluating and implementing AI systems while balancing technical depth with strategic decision-making.

• Coursera
• 19 hours 58 minutes
• On-Demand
• Paid Course

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
• On-Demand
• $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
• On-Demand
• 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
• On-Demand
• $1,895.00

The Analytics Edge (Spring 2017)

4 reviews

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
• On-Demand
• Free Video

Machine Learning & Data Science: The Complete Visual Guide

623 ratings at Udemy

Learn data science & machine learning topics with simple, step-by-step demos and user-friendly Excel models (NO code!)

• Udemy
• 8 hours 52 minutes
• On-Demand
• Paid Course