Random Forests Courses and Certifications

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

2025 Machine Learning & Data Science for Beginners in Python

193 ratings at Udemy

Data Science Projects with Linear Regression, Logistic Regression, Random Forest, SVM, KNN, KMeans, XGBoost, PCA etc

• Udemy
• 1 day 8 hours 5 minutes
• On-Demand
• Paid Course

Machine Learning in R & Predictive Models | 3 Courses in 1

150 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 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)

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

Data Science in R: Regression & Classification Analysis

34 ratings at Udemy

Master Complete Hands-On Regression Analysis & Classification for applied Statistical Modelling & Machine Learning in R

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Supervised Learning in R: Regression

13 ratings at DataCamp

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

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

CertNexus

Build Decision Trees, SVMs, and Artificial Neural Networks

12 ratings at Coursera

Learn to build decision trees, SVMs, and neural networks for machine learning and deep learning. Gain practical skills in constructing models to solve regression, classification, computer vision, and natural language processing problems.

• Coursera
• 21 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Advanced AI Techniques for the Supply Chain

12 ratings at Coursera

Explore advanced ML techniques for supply chain optimization, including neural networks for demand prediction and image classification for quality control.

• Coursera
• 22 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Intermediate Data Manipulation and Machine Learning

Explore AI fundamentals, regression analysis, model preparation, classification techniques, and advanced machine learning concepts through interactive labs and real-world applications.

• Coursera
• 13 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Packt

Machine Learning: Random Forest with Python from Scratch©

Master Python and Random Forest algorithm for machine learning. Build predictive models, handle data, and optimize performance through hands-on projects and real-world applications.

• Coursera
• 10 hours 13 minutes
• On-Demand
• Free Online Course (Audit)

Intro to Machine Learning

1 review

Learn the core ideas in machine learning, and build your first models.

• Kaggle
• 3 hours
• On-Demand
• Free Certificate

Statistics and Machine Learning in R

If you want to do statistics and machine learning in R, this playlist is for you, and you only. No one else is allowed to watch it.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Random Forests

Learn to build, evaluate, and implement Random Forests, including handling missing data and clustering. Gain practical skills using R for this powerful machine learning technique.

• YouTube
• 30 minutes
• On-Demand
• Free Video