XGboost Skill
XGBoost, short for eXtreme Gradient Boosting, is a popular and powerful open-source machine learning library that excels in supervised learning tasks, particularly in structured or tabular data. Developed by Tianqi Chen, XGBoost is renowned for its efficiency, scalability, and accuracy, making it a popular choice for winning machine learning competitions and practical applications.XGBoost belongs to the ensemble learning family and is an implementation of gradient-boosted decision trees. It combines the predictions of multiple weak learners, typically decision trees, to create a robust and accurate model. The "gradient boosting" aspect refers to the iterative training process where new trees are added to correct the errors of previous ones.Key features of XGBoost include its ability to handle missing values, regularization techniques to prevent overfitting, and support for parallel processing, making it efficient for large datasets. It also includes a variety of hyperparameters that allow users to fine-tune the model's performance.XGBoost is widely used across various domains, including finance, healthcare, and online advertising, for tasks such as classification, regression, and ranking. Its popularity stems from its versatility, speed, and the capability to deliver state-of-the-art results in a wide range of machine learning scenarios.
XGboost Sub Skills
Loading Skills...
No skill found.
Loading...
Inspiring Success Stories of Data Professional ft. Ahmad Raza and Aniqa Ijaz
Artificial Intelligence and Robotics
Blockchain
Business Analytics
Cloud Computing
Cyber Security
Business/Data Analytics
Data Science
Data Visualization / Business Intelligence
DevOps
Dice Updates
Digital Marketing
eCommerce
Machine Learning
Startups
Data warehouse
Data Engineering: DWH and Big Data
Computer Vision
Artificial Neural Network
Deep Learning
Back-End Development
Front-End Development
DevOps Engineering
Animations(2D,3D)
Web Design
3D Modeling
3D Animation
3D Visual Effects (VFX)
DWH
Greetings, Fellow Data Science...
Silicon Valley Insight: Building a Winning Startup ft. Faisal Mushtaq
Artificial Intelligence and Robotics
Business Analytics
Cloud Computing
Cyber Security
Business/Data Analytics
Data Science
DevOps
Dice Updates
Startups
Data warehouse
Data Engineering: DWH and Big Data
Project/Product Management
Animations(2D,3D)
Greetings, fellow enthusiasts of...
Navigating Data Careers in the Middle East ft. Shoaib Khan, Head of Data Science at Asiacell
Uncategorized
Featured
Artificial Intelligence and Robotics
Blockchain
Business Analytics
Cloud Computing
Cyber Security
Data Science
DevOps
Dice Updates
Digital Marketing
eCommerce
No-Code Data Science
Np-Code Data Science
Startups
VR/AR
Data warehouse
Freelancing
Case Studies - Public Training Program
Case Studies - Corporate Training
General
Programming and Development
Personal Development
Project/Product Management
Animations(2D,3D)
The latest episode of “Youth on the...
