Verwandte Artikel zu Data Science Fundamentals for Python and MongoDB

Data Science Fundamentals for Python and MongoDB - Softcover

 
9781484235966: Data Science Fundamentals for Python and MongoDB

Inhaltsangabe

Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate. The book is a necessary precursor to applying and implementing machine learning algorithms. 

The book is self-contained. All of the math, statistics, stochastic, and programming skills required to master the content are covered. In-depth knowledge of object-oriented programming isn't required because complete examples are provided and explained.

Data Science Fundamentals with Python and MongoDB is an excellent starting point for those interested in pursuing a career in data science. Like any science, the fundamentals of data science are a prerequisite to competency. Without proficiency in mathematics, statistics, data manipulation, and coding, the path to success is "rocky" at best. The coding examples in this book are concise, accurate, and complete, and perfectly complement the data science concepts introduced. 

What You'll Learn
  • Prepare for a career in data science
  • Work with complex data structures in Python
  • Simulate with Monte Carlo and Stochastic algorithms
  • Apply linear algebra using vectors and matrices
  • Utilize complex algorithms such as gradient descent and principal component analysis
  • Wrangle, cleanse, visualize, and problem solve with data
  • Use MongoDB and JSON to work with data
Who This Book Is For

The novice yearning to break into the data science world, and the enthusiast looking to enrich, deepen, and develop data science skills through mastering the underlying fundamentals that are sometimes skipped over in the rush to be productive. Some knowledge of object-oriented programming will make learning easier.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Dr. David Paper is a full professor at Utah State University in the Management Information Systems department. He wrote the book Web Programming for Business: PHP Object-Oriented Programming with Oracle and he has over 70 publications in refereed journals such as Organizational Research Methods, Communications of the ACM, Information & Management, Information Resource Management Journal, Communications of the AIS, Journal of Information Technology Case and Application Research, and Long Range Planning. He has also served on several editorial boards in various capacities, including associate editor. Besides growing up in family businesses, Dr. Paper has worked for Texas Instruments, DLS, Inc., and the Phoenix Small Business Administration. He has performed IS consulting work for IBM, AT&T, Octel, Utah Department of Transportation, and the Space Dynamics Laboratory. Dr. Paper's teaching and research interests include data science, process reengineering, object-oriented programming, electronic customer relationship management, change management, e-commerce, and enterprise integration.

Von der hinteren Coverseite

Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate. The book is a necessary precursor to applying and implementing machine learning algorithms. 

The book is self-contained. All of the math, statistics, stochastic, and programming skills required to master the content are covered. In-depth knowledge of object-oriented programming isn t required because complete examples are provided and explained.

Data Science Fundamentals with Python and MongoDB is an excellent starting point for those interested in pursuing a career in data science. Like any science, the fundamentals of data science are a prerequisite to competency. Without proficiency in mathematics, statistics, data manipulation, and coding, the path to success is rocky at best. The coding examples in this book are concise, accurate, and complete, and perfectly complement the data science concepts introduced. 

What You'll Learn:
  • Prepare for a career in data science
  • Work with complex data structures in Python
  • Simulate with Monte Carlo and Stochastic algorithms
  • Apply linear algebra using vectors and matrices
  • Utilize complex algorithms such as gradient descent and principal component analysis
  • Wrangle, cleanse, visualize, and problem solve with data
  • Use MongoDB and JSON to work with data

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Gebraucht kaufen

Zustand: Befriedigend
Pages can have notes/highlighting...
Diesen Artikel anzeigen

EUR 4,65 für den Versand von USA nach Deutschland

Versandziele, Kosten & Dauer

Weitere beliebte Ausgaben desselben Titels

9781484240182: DATA SCIENCE FUNDAMENTALS FOR PYTHON AND MONGODB

Vorgestellte Ausgabe

ISBN 10:  1484240189 ISBN 13:  9781484240182
Softcover

Suchergebnisse für Data Science Fundamentals for Python and MongoDB

Beispielbild für diese ISBN

Paper, David
Verlag: Apress, 2018
ISBN 10: 1484235967 ISBN 13: 9781484235966
Gebraucht Paperback

Anbieter: ThriftBooks-Atlanta, AUSTELL, GA, USA

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Paperback. Zustand: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 0.72. Artikel-Nr. G1484235967I3N00

Verkäufer kontaktieren

Gebraucht kaufen

EUR 12,59
Währung umrechnen
Versand: EUR 4,65
Von USA nach Deutschland
Versandziele, Kosten & Dauer

Anzahl: 1 verfügbar

In den Warenkorb

Internationale Ausgabe
Internationale Ausgabe

David Paper
Verlag: Apress, 2018
ISBN 10: 1484235967 ISBN 13: 9781484235966
Neu Softcover
Internationale Ausgabe

Anbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Zustand: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Artikel-Nr. ABNR-208138

Verkäufer kontaktieren

Neu kaufen

EUR 26,32
Währung umrechnen
Versand: Gratis
Von USA nach Deutschland
Versandziele, Kosten & Dauer

Anzahl: 1 verfügbar

In den Warenkorb

Foto des Verkäufers

David Paper
Verlag: Apress, Apress Mai 2018, 2018
ISBN 10: 1484235967 ISBN 13: 9781484235966
Neu Taschenbuch

Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Taschenbuch. Zustand: Neu. Neuware -The book is self-contained. All of the math, statistics, stochastic, and programming skills required to master the content are covered. In-depth knowledge of object-oriented programming isn¿t required because complete examples are provided and explained.APress in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin 228 pp. Englisch. Artikel-Nr. 9781484235966

Verkäufer kontaktieren

Neu kaufen

EUR 35,30
Währung umrechnen
Versand: Gratis
Innerhalb Deutschlands
Versandziele, Kosten & Dauer

Anzahl: 2 verfügbar

In den Warenkorb

Beispielbild für diese ISBN

Paper, David
Verlag: Apress, 2018
ISBN 10: 1484235967 ISBN 13: 9781484235966
Neu Softcover

Anbieter: Ria Christie Collections, Uxbridge, Vereinigtes Königreich

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Zustand: New. In. Artikel-Nr. ria9781484235966_new

Verkäufer kontaktieren

Neu kaufen

EUR 39,36
Währung umrechnen
Versand: EUR 5,74
Von Vereinigtes Königreich nach Deutschland
Versandziele, Kosten & Dauer

Anzahl: Mehr als 20 verfügbar

In den Warenkorb

Beispielbild für diese ISBN

Paper, David
Verlag: Apress, 2018
ISBN 10: 1484235967 ISBN 13: 9781484235966
Neu Paperback

Anbieter: Revaluation Books, Exeter, Vereinigtes Königreich

Verkäuferbewertung 5 von 5 Sternen 5 Sterne, Erfahren Sie mehr über Verkäufer-Bewertungen

Paperback. Zustand: Brand New. 214 pages. 9.00x6.25x0.50 inches. In Stock. Artikel-Nr. x-1484235967

Verkäufer kontaktieren

Neu kaufen

EUR 34,99
Währung umrechnen
Versand: EUR 11,53
Von Vereinigtes Königreich nach Deutschland
Versandziele, Kosten & Dauer

Anzahl: 2 verfügbar

In den Warenkorb