Ozdemir / Kakade / Tibaldeschi Principles of Data Science

Understand, analyze, and predict data using Machine Learning concepts and tools
2. Auflage 2018
ISBN: 978-1-78980-959-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 424 Seiten

No detailed description available for "Principles of Data Science".

Autoren/Hrsg.

Ozdemir, Sinan

Kakade, Sunil

Tibaldeschi, Marco

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse

Inhaltsverzeichnis

Table of Contents - How to Sound like a Data Scientist
- Types of Data
- The Five Steps of Data Science
- Basic Mathematics
- Impossible or Improbable?
- Advanced Probability
- Basic Statistics
- Advanced Statistics
- Communicating Data
- How to tell if your toaster is learning -- Machine Learning Essentials
- Predictions Don
- Beyond The Essentials
- Case Studies
- Microsoft Azure Databricks
- Building Machine Learning Models with Azure Databricks and Azure ML

Über Autor(innen)

Ozdemir Sinan:
Sinan is an active lecturer focusing on large language models and a former lecturer of data science at the Johns Hopkins University. He is the author of multiple textbooks on data science and machine learning including "Quick Start Guide to LLMs". Sinan is currently the founder of LoopGenius which uses AI to help people and businesses boost their sales and was previously the founder of the acquired Kylie.ai, an enterprise-grade conversational AI platform with RPA capabilities. He holds a Master's Degree in Pure Mathematics from Johns Hopkins University and is based in San Francisco.Kakade Sunil:
Sunil Kakade is a technologist, educator, and senior leader with expertise in creating data and AI-driven organizations. He is in the adjunct faculty at Northwestern University, Evanston, IL, where he teaches graduate courses of data science and big data. He has several research papers to his credit and has presented his work in big data applications at reputable conferences. He has US patents in areas of big data and retail processes. He is passionate about applying data science to improve business outcomes and save patients' lives. At present, Sunil leads the information architecture and analytics team for a large healthcare organization focused on improving healthcare outcomes and lives with his wife, Pratibha, and daughter, Preeti, in Scottsdale, Arizona.Tibaldeschi Marco:
Marco Tibaldeschi, born in 1983, Master's degree in informatic engineering, has actively worked on the web since 1994. Thanks to the fact that he is the fourth of four brothers, he has always had a foot in the future. In 1998 he registered his fist domain which was one of the fist virtual web communities in Italy. Because of this, he has been interviewed by different national newspapers and radio stations, and a research book has been written by University of Pisa in order to understand the social phenomenon. In 2003, he founded DBN Communication, a web consulting company that owns and develops eDock, a SaaS that helps sellers to manage their inventories and orders on the biggest marketplaces in the world (like Amazon and eBay).