Preda Developing Kaggle Notebooks

Pave your way to becoming a Kaggle Notebooks Grandmaster
1. Auflage 2023
ISBN: 978-1-80512-571-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 370 Seiten

No detailed description available for "Developing Kaggle Notebooks".

Autoren/Hrsg.

Preda, Gabriel

Weitere Mitwirkende

Sculley, D.

Goldbloom, Anthony

Fachgebiete

• Mathematik | Informatik EDV | Informatik Technische Informatik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Optische Nachrichtentechnik
• Mathematik | Informatik EDV | Informatik Informatik Bildsignalverarbeitung
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung

Inhaltsverzeichnis

Table of Contents - Introducing Kaggle and Its Basic Functions
- Getting Ready for Your Kaggle Environment
- Starting Our Travel – Surviving the Titanic Disaster
- Take a Break and Have a Beer or Coffee in London
- Get Back to Work and Optimize Microloans for Developing Countries
- Can You Predict Bee Subspecies?
- Text Analysis Is All You Need
- Analyzing Acoustic Signals to Predict the Next Simulated Earthquake
- Can You Find Out Which Movie Is a Deepfake?
- Unleash the Power of Generative AI with Kaggle Models
- Closing Our Journey: How to Stay Relevant and on Top

Über Autor(innen)

Preda Gabriel:
Dr. Gabriel Preda is a Principal Data Scientist for Endava, a major software services company. He has worked on projects in various industries, including financial services, banking, portfolio management, telecom, and healthcare, developing machine learning solutions for various business problems, including risk prediction, churn analysis, anomaly detection, task recommendations, and document information extraction. In addition, he is very active in competitive machine learning, currently holding the title of a three-time Kaggle Grandmaster and is well-known for his Kaggle Notebooks.