Verwandte Artikel zu Data Science Fundamentals for Python and MongoDB
Reseña del editor
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
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.
Biografía del 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.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
- VerlagApress
- Erscheinungsdatum2018
- ISBN 10 1484235967
- ISBN 13 9781484235966
- EinbandTapa blanda
- SpracheEnglisch
- Auflage1
- Anzahl der Seiten228
Neu kaufen
Diesen Artikel anzeigen
EUR 24,64
Gratis für den Versand innerhalb von/der USA
Versandziele, Kosten & DauerWeitere beliebte Ausgaben desselben Titels
Suchergebnisse für Data Science Fundamentals for Python and MongoDB
Beispielbild für diese ISBN
Data Science Fundamentals for Python and MongoDB
Anbieter: Orion Tech, Kingwood, TX, USA
Verkäuferbewertung 5 von 5 Sternen
paperback. Zustand: New. Bestandsnummer des Verkäufers 1484235967-11-32823600
Anzahl: 1 verfügbar
Foto des Verkäufers
Data Science Fundamentals for Python and Mongodb (Paperback or Softback)
Anbieter: BargainBookStores, Grand Rapids, MI, USA
Verkäuferbewertung 5 von 5 Sternen
Paperback or Softback. Zustand: New. Data Science Fundamentals for Python and Mongodb 0.72. Book. Bestandsnummer des Verkäufers BBS-9781484235966
Anzahl: 5 verfügbar
Beispielbild für diese ISBN
Data Science Fundamentals for Python and MongoDB
Anbieter: Lakeside Books, Benton Harbor, MI, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: New. Brand New! Not Overstocks or Low Quality Book Club Editions! Direct From the Publisher! We're not a giant, faceless warehouse organization! We're a small town bookstore that loves books and loves it's customers! Buy from Lakeside Books! Bestandsnummer des Verkäufers OTF-S-9781484235966
Anzahl: Mehr als 20 verfügbar
Internationale Ausgabe
Data Science Fundamentals For Python And Mongodb
Internationale AusgabeAnbieter: Romtrade Corp., STERLING HEIGHTS, MI, USA
Verkäuferbewertung 5 von 5 Sternen
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. Bestandsnummer des Verkäufers ABNR-208138
Anzahl: 2 verfügbar
Beispielbild für diese ISBN
Data Science Fundamentals for Python and MongoDB
Anbieter: Lucky's Textbooks, Dallas, TX, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: New. Bestandsnummer des Verkäufers ABLIING23Mar2716030151922
Anzahl: Mehr als 20 verfügbar
Beispielbild für diese ISBN
Data Science Fundamentals for Python and Mongodb
Anbieter: Russell Books, Victoria, BC, Kanada
Verkäuferbewertung 5 von 5 Sternen
Softcover. Zustand: New. Special order direct from the distributor. Bestandsnummer des Verkäufers ING9781484235966
Anzahl: Mehr als 20 verfügbar
Beispielbild für diese ISBN
Data Science Fundamentals for Python and Mongodb
Anbieter: Revaluation Books, Exeter, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: Brand New. 214 pages. 9.00x6.25x0.50 inches. In Stock. Bestandsnummer des Verkäufers x-1484235967
Anzahl: 2 verfügbar
Beispielbild für diese ISBN
Data Science Fundamentals for Python and MongoDB
Anbieter: Chiron Media, Wallingford, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: New. Bestandsnummer des Verkäufers 6666-IUK-9781484235966
Anzahl: 10 verfügbar
Beispielbild für diese ISBN
Data Science Fundamentals for Python and MongoDB
Anbieter: Ria Christie Collections, Uxbridge, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Zustand: New. In. Bestandsnummer des Verkäufers ria9781484235966_new
Anzahl: Mehr als 20 verfügbar
Foto des Verkäufers
Data Science Fundamentals for Python and MongoDB
Print-on-DemandAnbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Build the foundational data science skills necessary to work with and better understand complex data science algorithms. Thisexample-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 MongoDBis 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 LearnPrepare for a career in data scienceWork with complex data structures in PythonSimulate with Monte Carlo and Stochastic algorithmsApply linear algebra using vectors and matricesUtilize complex algorithms such as gradient descent and principal component analysisWrangle, cleanse, visualize, and problem solve with dataUse MongoDB and JSON to work with dataWho This Book Is ForThe 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. 228 pp. Englisch. Bestandsnummer des Verkäufers 9781484235966
Anzahl: 2 verfügbar