Decision Trees Courses and Certifications

Data Mining with R: Go from Beginner to Advanced!

403 ratings at Udemy

Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques.

• Udemy
• 12 hours
• On-Demand
• Paid Course

Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

397 ratings at Udemy

Complete Machine Learning Course with Python for beginners

• Udemy
• 13 hours 13 minutes
• On-Demand
• Paid Course

Supervised Machine Learning: Classification

361 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 58 minutes
• On-Demand
• Free Online Course (Audit)

Complete Machine Learning & Data Science with Python | A-Z

343 ratings at Udemy

Use Scikit, learn NumPy, Pandas, Matplotlib, Seaborn and dive into machine learning A-Z with Python and Data Science.

• Udemy
• 8 hours 42 minutes
• On-Demand
• Paid Course

Practical Machine Learning with Scikit-Learn

334 ratings at Udemy

Learn the most powerful machine learning algorithms in under an hour

• Udemy
• 1 hour 7 minutes
• On-Demand
• Free Online Course

Decision Trees, Random Forests, Bagging & XGBoost: R Studio

235 ratings at Udemy

Decision Trees and Ensembling techinques in R studio. Bagging, Random Forest, GBM, AdaBoost & XGBoost in R programming

• Udemy
• 5 hours 54 minutes
• On-Demand
• Paid Course

Machine Learning and Deep Learning

214 ratings at Udemy

Basic Concepts like regression algorithms and EDA to advanced concepts like GAN and Explainable AI | Interview Prep

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

Advanced Data Science Techniques in SPSS

205 ratings at Udemy

Hone your SPSS skills to perfection - grasp the most high level data analysis methods available in the SPSS program.

• Udemy
• 6 hours 41 minutes
• On-Demand
• Paid Course

Machine Learning Guide: Learn Machine Learning Algorithms

204 ratings at Udemy

Machine Learning: A comprehensive guide to machine learning. Learn machine learning algorithms & machine learning tools

• Udemy
• 1 hour 7 minutes
• On-Demand
• Paid Course

Neural Networks and Random Forests

Explore advanced AI techniques: neural networks and random forests. Learn structure, coding, and applications. Complete projects on heart disease prediction and patient similarity analysis.

• Coursera
• 10 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Supervised Learning and Its Applications in Marketing

Learn to apply supervised learning techniques in marketing using Python, focusing on customer segmentation, churn prediction, recommendation systems, and predictive modeling to drive data-driven business decisions.

• Coursera
• 21 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Master Machine Learning , Deep Learning with Python

120 ratings at Udemy

Complete course covering fundamentals of Machine learning , Deep learning with Python code

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

Machine Learning A-Z™: Hands-On Python & R in Data Science

69 ratings at Udemy

Machine Learning , Python, Advanced Data Visualization, R Programming, Linear Regression, Decision Trees, NumPy, Pandas

• Udemy
• 15 hours 10 minutes
• On-Demand
• Paid Course

Machine Learning with Tree-Based Models in Python

48 ratings at DataCamp

In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

• DataCamp
• 5 hours
• On-Demand
• Free Trial Available

Decision Trees, Random Forests & Gradient Boosting in R

48 ratings at Udemy

Predictive models with machine learning wit Rstudio´s ROCR, XGBoost, rparty. Bonus: Neural Networks for Credit Scoring

• Udemy
• 5 hours 57 minutes
• On-Demand
• Paid Course