Ensemble Learning Courses and Certifications

Ensemble Machine Learning in Python: Random Forest, AdaBoost

2140 ratings at Udemy

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python

• Udemy
• 5 hours 47 minutes
• On-Demand
• Paid Course

Decision Trees and Ensemble Methods

DTEL1 - 1 Welcome to DTE class. DTE1 - 3 Introduction to Decision Trees. DTEL1 7 Basic Regularization of Trees.DTEL 1 - 8 Sklearn Trees. Dte1 - 9 Conclusion. The DTE Notebook is available on the DTE website.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Online Course

Applied Machine Learning: Ensemble Learning

59 ratings at LinkedIn Learning

Explore how to make powerful, accurate predictions with ensemble learners, one of the most common classes of machine learning algorithms.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

Great Learning

Ensemble Learning - Decision Tree Algorithm - Gini Index

Master ensemble techniques and decision tree algorithms in a 4-hour tutorial by Great Learning. Improve model performance and earn a free certificate upon completion.

• YouTube
• 3 hours 24 minutes
• On-Demand
• Free Online Course

Software Engineering Courses - SE Courses

Logistic Regression and Ensemble Learning - Bagging and Boosting - AdaBoost

Learn advanced AI and Machine Learning concepts with C# examples in less than an hour from SE Courses. Knowledge of programming is required.

• YouTube
• 44 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Improving Semantic Segmentation - U-Net Performance via Ensemble of Multiple Trained Networks

Boost your U-Net semantic segmentation performance with DigitalSreeni's guide to ensemble multiple trained networks like ResNet34, Inception V3, and VGG16 in under an hour.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course

Malaria parasite detection using ensemble learning in Keras

Learn ensemble learning and implement it using Python in a 1-hour project-based course by Coursera. Create deep neural networks with Keras to predict malaria parasites.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Ensemble Methods in Machine Learning

13 ratings at Coursera

Learn to implement ensemble techniques in machine learning with Coursera's 2-hour project-based course, improving model performance by minimizing noise, bias, and variance.

• Coursera
• 2-3 hours
• On-Demand
• Paid Course

Few-Shot Chest X-Ray Diagnosis Using Clinical and Literature Images

Explore few-shot learning methods for chest x-ray diagnosis with Stanford University. Learn from Angshuman Paul, a fellow at the National Institutes of Health, in a 1-2 hour seminar.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Online Course

Introduction to Machine Learning in Sports Analytics

17 ratings at Coursera

Explore supervised machine learning techniques in sports analytics with real-world data in this 4-week course by the University of Michigan. Learn to predict athletic outcomes using Python's sklearn toolkit.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Data Analytics Foundations for Accountancy II

10 ratings at Coursera

Explore data analytics in accountancy with this 8-week course from the University of Illinois, featuring weekly assignments and interactive forums.

• Coursera
• 2 days 22 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法

2 reviews

Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. 最有趣的理论+最有用的算法=不得不学的数据科学。

• edX
• 14 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning Made Easy : Beginner to Advanced using R

81 ratings at Udemy

Learn Machine Learning Algorithms using R from experts with hands on examples and practice sessions. With 5 different pr

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

Ensemble Methods in Python

1 review

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

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

Random Forests

This course covers the basics of Random Forest: building, using, evaluating & dealing with missing data & performing clustering.

• YouTube
• 30 minutes
• On-Demand
• Free Online Course