Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Gradient Boosting

Showing: 14 courses
Great Learning

Boosting

0 rewiews
Explore ensemble learning techniques like boosting to enhance machine learning performance. Learn about bias, variance, and popular algorithms for improved model accuracy and decision-making.
Add to list
14 Lesons
1 hour 44 minutes
On-Demand
Free-Video

Machine Learning for Malware Detection

0 rewiews
Learn to classify malware samples using PE headers, explore datasets, and implement a gradient boosting classifier for effective malware detection.
Add to list
7 Lesons
30 minutes
On-Demand
Free-Video
Google TechTalks

Improved Feature Importance Computation for Tree Models Based on the Banzhaf Value

0 rewiews
Explore advanced feature importance computation for tree models using the Banzhaf value, offering faster algorithms and improved numerical robustness compared to Shapley value-based methods.
Add to list
1 Lesons
53 minutes
On-Demand
Free-Video
Open Data Science

Evaluating Recommendation Algorithms - Offline and Online Approaches

0 rewiews
Discover how Delivery Hero optimizes recommendation algorithms through offline evaluations and A/B testing, enhancing user experience while maintaining business metrics.
Add to list
8 Lesons
23 minutes
On-Demand
Free-Video
UofU Data Science

Boosting and Ensembles in Machine Learning - Lecture 19

0 rewiews
Dive into advanced boosting and ensemble techniques in machine learning, exploring methods to combine multiple models for improved predictive performance and robustness.
Add to list
1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
1littlecoder

XGBoost and Data Leakage in Machine Learning - Day 14 of 30 Days of ML

0 rewiews
Explore XGBoost and data leakage in machine learning. Learn to build optimized models, prevent leakage issues, and enhance your ML skills with practical tutorials and exercises.
Add to list
1 Lesons
37 minutes
On-Demand
Free-Video
MITCBMM

Machine Learning Techniques and Applications in Finance, Healthcare and Recommendation Systems

0 rewiews
Explore state-of-the-art machine learning techniques and their applications in finance, healthcare, and recommendation systems, focusing on ensemble methods, collaborative filtering, and portfolio construction.
Add to list
16 Lesons
39 minutes
On-Demand
Free-Video
Open Data Science

Recent Advances in Machine Learning with Applications to Internet of Things - Adam McElhinney

0 rewiews
Explore machine learning advancements in IoT, covering failure prediction, data challenges, and real-world applications. Learn about deep learning, transfer learning, and future opportunities in this rapidly evolving field.
Add to list
15 Lesons
33 minutes
On-Demand
Free-Video
Great Learning

Introduction to XGBoost - Machine Learning Tutorial

0 rewiews
Comprehensive tutorial on XGBoost: from basic principles to hands-on implementation. Learn gradient boosting, parameter tuning, and model evaluation for real-world machine learning applications.
Add to list
10 Lesons
1 hour 7 minutes
On-Demand
Free-Video
WeAreDevelopers

Data-Driven Ecosystems in the Automotive Industry

0 rewiews
Explore BMW's big data journey, technology stack, and real-world machine learning applications in the automotive industry, addressing challenges and innovative solutions.
Add to list
24 Lesons
43 minutes
On-Demand
Free-Video
EuroPython Conference

CatBoost - The New Generation of Gradient Boosting

0 rewiews
Explore CatBoost, a powerful gradient boosting library for machine learning. Learn its advantages, applications, and unique features for handling categorical data and achieving state-of-the-art results.
Add to list
21 Lesons
42 minutes
On-Demand
Free-Video
EuroPython Conference

Walking the Random Forest and Boosting the Trees

0 rewiews
Explore tree-based ensemble models like Random Forest and Gradient Boosting, understanding their theory and implementation in Python for effective data science applications.
Add to list
5 Lesons
24 minutes
On-Demand
Free-Video
Shaw Talebi

10 Decision Trees are Better Than 1 - Random Forest and AdaBoost

0 rewiews
Explore tree ensembles: Random Forest and AdaBoost. Learn bagging, boosting techniques, and their benefits. Apply knowledge to breast cancer prediction using example code.
Add to list
7 Lesons
17 minutes
On-Demand
Free-Video
Snorkel AI

SQL for Efficient Data Organization in Machine Learning

0 rewiews
Explore JoinBoost, a Python library transforming tree training algorithms into SQL queries for efficient ML on normalized databases, offering improved performance and scalability.
Add to list
4 Lesons
11 minutes
On-Demand
Free-Video