Upgrade to Pro — share decks privately, control downloads, hide ads and more …
Sign up for free

XGBoost: Extreme Gradient Boosting for Efficien...

Avatar for Madhuri Mahawar Madhuri Mahawar
September 30, 2026
Education
0
0

XGBoost: Extreme Gradient Boosting for Efficient Machine Learning

Explains the transition from AdaBoost to Gradient Boosting and XGBoost, covering residual-based learning, additive models, learning rate, regularization, tree construction, hyperparameters, and Python implementation.

Avatar for Madhuri Mahawar

Madhuri Mahawar

September 30, 2026

More Decks by Madhuri Mahawar

See All by Madhuri Mahawar
K-Means Clustering Algorithm: Centroid-Based Unsupervised Learning
Avatar for Madhuri Mahawar madhuri28
0
1
DBSCAN: Density-Based Clustering and Anomaly Detection
Avatar for Madhuri Mahawar madhuri28
0
0
Introduction to Clustering: Unsupervised Learning and Clustering Algorithms
Avatar for Madhuri Mahawar madhuri28
0
1
Hierarchical Clustering: Agglomerative Clustering and Dendrogram Analysis
Avatar for Madhuri Mahawar madhuri28
0
0
Introduction to OpenCV and Scikit-learn
Avatar for Madhuri Mahawar madhuri28
0
16
Machine Vision for Automated Inspection: ML-Based Quality Control
Avatar for Madhuri Mahawar madhuri28
0
0
Intelligent Robotics and Autonomous Systems: Machine Learning Applications
Avatar for Madhuri Mahawar madhuri28
0
0
Predictive Maintenance and Condition Monitoring Using Machine Learning
Avatar for Madhuri Mahawar madhuri28
0
0
Smart Manufacturing and Industrial Automation: ML, Digital Twins and Industry 4.0
Avatar for Madhuri Mahawar madhuri28
0
0

Other Decks in Education

See All in Education
ちいかわを読め
Avatar for uchi8977 uchi8977
1
410
子どものためのプログラミング道場『CoderDojo』〜法人提携例〜 / Partnership with CoderDojo Japan
Avatar for CoderDojo Japan coderdojojapan
PRO
4
19k
実践プレゼンテーション・デザイン
Avatar for Ryuji.I dragon2
1
420
Digijulkaisut
Avatar for Matleena Laakso matleenalaakso
1
10k
批判的応用言語学ワークショップ（2026-08-12 お茶の⽔⼥⼦⼤学）
Avatar for TerasawaT terasawat
0
210
AIでアウトプットできる時代だからこそ、自分の言葉で考えることの大切さ / What's Left to Think, When AI Can Write?
Avatar for モブエンジニア masakiokuda
1
360
2026年度秋学期　統計学　第2回　統計資料の収集と読み方 (2026. 10. 6)
Avatar for Akira Asano akiraasano
PRO
0
270
[2026後期火５] 論理学（京都大学文学部 後期 第1回）「名前はあるのに、誰なのかわからない」
Avatar for Shunsuke Yatabe yatabe
0
150
新型コロナ禍をともに「楽しみながら開いていこう！」 ：中門 吉松 会員（2720 Japan O.K.ロータリーEクラブ）卓話 : 2026.10.19.例会・卓話
Avatar for 2720 Japan O.K. ロータリーEクラブ 2720japanoke
0
210
マークシート試験のTeX言語を用いた自動採点について
Avatar for doratex doratex
0
6.1k
AIの力を100%引き出すために
Avatar for Frieve-A frievea
0
610
Book-keeping
Avatar for Dr. Bharath V bvr7352
0
130

Featured

See All Featured
Test your architecture with Archunit
Avatar for Yoan thirion
2
2.4k
Designing Powerful Visuals for Engaging Learning
Avatar for Mike Taylor tmiket
1
610
Imperfection Machines: The Place of Print at Facebook
Avatar for Scott Boms scottboms
270
14k
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
Avatar for Aleyda Solis aleyda
1
2.2k
Leveraging Curiosity to Care for An Aging Population
Avatar for Cassini Nazir cassininazir
1
540
Design in an AI World
Avatar for tapps tapps
1
350
Become a Pro
Avatar for Speaker Deck speakerdeck
PRO
31
6.3k
State of Search Keynote: SEO is Dead Long Live SEO
Avatar for Ryan Jones ryanjones
0
320
The untapped power of vector embeddings
Avatar for Frank van Dijk frankvandijk
2
1.9k
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
Avatar for Szymon Słowik szymonslowik
1
1.4k
How To Speak Unicorn (iThemes Webinar)
Avatar for Michelle Schulp Hunt marktimemedia
1
600
The Straight Up "How To Draw Better" Workshop
Avatar for Dennis Kardys denniskardys
239
140k

Transcript

  1. None
  2. None
  3. None
  4. None
  5. None
  6. None
  7. None
  8. None
  9. None
  10. None
  11. None
  12. None
  13. None
  14. None
  15. None
  16. None
  17. None
  18. None
  19. None
  20. None
  21. None
  22. None
  23. None
  24. None
  25. None
  26. None