Zur Startseite gehen
0,00 €*
Cover: 9780136624356 | Foundational Python for Data Science | Kennedy Behrman | Taschenbuch
Dekorationsartikel gehören nicht zum Leistungsumfang.
Foundational Python for Data Science
Taschenbuch von Kennedy Behrman
Sprache: Englisch

60,30 €*

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 1-2 Wochen

Kategorien:
Beschreibung
Data science and machine learningtwo of the world's hottest fieldsare attracting talent from a wide variety of technical, business, and liberal arts disciplines. Python, the world's #1 programming language, is also the most popular language for data science and machine learning. This is the first guide specifically designed to help students with widely diverse backgrounds learn foundational Python so they can use it for data science and machine learning. This book is catered to introductory-level college courses on data science.
Leading data science instructor and practitioner Kennedy Behrman first walks through the process of learning to code for the first time with Python and Jupyter notebook, then introduces key libraries every Python data science programmer needs to master. Once students have learned these foundations, Behrman introduces intermediate and applied Python techniques for real-world problem-solving. Throughout, Foundational Python for Data Science presents hands-on exercises, learning assessments, case studies, and moreall created with Colab (Jupyter compatible) notebooks, so students can execute all coding examples interactively without installing or configuring any software.
Data science and machine learningtwo of the world's hottest fieldsare attracting talent from a wide variety of technical, business, and liberal arts disciplines. Python, the world's #1 programming language, is also the most popular language for data science and machine learning. This is the first guide specifically designed to help students with widely diverse backgrounds learn foundational Python so they can use it for data science and machine learning. This book is catered to introductory-level college courses on data science.
Leading data science instructor and practitioner Kennedy Behrman first walks through the process of learning to code for the first time with Python and Jupyter notebook, then introduces key libraries every Python data science programmer needs to master. Once students have learned these foundations, Behrman introduces intermediate and applied Python techniques for real-world problem-solving. Throughout, Foundational Python for Data Science presents hands-on exercises, learning assessments, case studies, and moreall created with Colab (Jupyter compatible) notebooks, so students can execute all coding examples interactively without installing or configuring any software.
Über den Autor
Kennedy Behrman is a veteran software and data engineer. He first used Python writing asset management systems in the Visual Effects industry. He then moved into the startup world, using Python at startups using machine learning to characterize videos and predict the social media power of athletes.
Inhaltsverzeichnis
Preface xiii
I: Learning Python in a Notebook Environment 1
1 Introduction to Notebooks 3
2 Fundamentals of Python 13
3 Sequences 25
4 Other Data Structures 37
5 Execution Control 55
6 Functions 67
II: Data Science Libraries 83
7 NumPy 85
8 SciPy 103
9 Pandas 113
10 Visualization Libraries 135
11 Machine Learning Libraries 153
12 Natural Language Toolkit 159
III: Intermediate Python 171
13 Functional Programming 173
14 Object-Oriented Programming 187
15 Other Topics 201
A Answers to End-of-Chapter Questions 215
Index 221
Details
Erscheinungsjahr: 2022
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 256
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780136624356
ISBN-10: 0136624359
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Behrman, Kennedy
Hersteller: Pearson Education (US)
Maße: 178 x 231 x 17 mm
Von/Mit: Kennedy Behrman
Erscheinungsdatum: 24.01.2022
Gewicht: 0,446 kg
preigu-id: 119494911
Über den Autor
Kennedy Behrman is a veteran software and data engineer. He first used Python writing asset management systems in the Visual Effects industry. He then moved into the startup world, using Python at startups using machine learning to characterize videos and predict the social media power of athletes.
Inhaltsverzeichnis
Preface xiii
I: Learning Python in a Notebook Environment 1
1 Introduction to Notebooks 3
2 Fundamentals of Python 13
3 Sequences 25
4 Other Data Structures 37
5 Execution Control 55
6 Functions 67
II: Data Science Libraries 83
7 NumPy 85
8 SciPy 103
9 Pandas 113
10 Visualization Libraries 135
11 Machine Learning Libraries 153
12 Natural Language Toolkit 159
III: Intermediate Python 171
13 Functional Programming 173
14 Object-Oriented Programming 187
15 Other Topics 201
A Answers to End-of-Chapter Questions 215
Index 221
Details
Erscheinungsjahr: 2022
Fachbereich: Programmiersprachen
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 256
Inhalt: Kartoniert / Broschiert
ISBN-13: 9780136624356
ISBN-10: 0136624359
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Behrman, Kennedy
Hersteller: Pearson Education (US)
Maße: 178 x 231 x 17 mm
Von/Mit: Kennedy Behrman
Erscheinungsdatum: 24.01.2022
Gewicht: 0,446 kg
preigu-id: 119494911
Warnhinweis

Ähnliche Produkte

Ähnliche Produkte

Taschenbuch
Cover: 9783540629719 | Clause and Effect | Prolog Programming for the Working Programmer | IX
Clause and Effect
Prolog Programming for the Working Programmer
EAN: 9783540629719
Sprache: Englisch
Von/Mit: William F. Clocksin

64,70 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781784390310 | Mastering Symfony | Sohail Salehi | Taschenbuch | Paperback | Englisch
Mastering Symfony
EAN: 9781784390310
Sprache: Englisch
Von/Mit: Sohail Salehi

51,25 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781786468529 | Software Architecture with Python | Anand Balachandran Pillai | Buch
Software Architecture with Python
Design and architect highly scalable, robust, clean, and high performance applications in Python
EAN: 9781786468529
Sprache: Englisch
Von/Mit: Anand Balachandran Pillai

63,60 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781484253830 | Agile Artificial Intelligence in Pharo | Alexandre Bergel | Buch
Agile Artificial Intelligence in Pharo
Implementing Neural Networks, Genetic Algorithms, and Neuroevolution
EAN: 9781484253830
Sprache: Englisch
Von/Mit: Alexandre Bergel

52,95 €*

Lieferzeit 1-2 Wochen

Taschenbuch
Cover: 9781789536898 | Learn Odoo | Greg Moss | Taschenbuch | Paperback | Englisch | 2019
Learn Odoo
EAN: 9781789536898
Sprache: Englisch
Von/Mit: Greg Moss

62,75 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781484256497 | Beginning Game Programming with Pygame Zero | Stewart Watkiss | Buch
Beginning Game Programming with Pygame Zero
Coding Interactive Games on Raspberry Pi Using Python
EAN: 9781484256497
Sprache: Englisch
Von/Mit: Stewart Watkiss

45,10 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781838821098 | Hands-On JavaScript High Performance | Justin Scherer | Taschenbuch
Hands-On JavaScript High Performance
EAN: 9781838821098
Sprache: Englisch
Von/Mit: Justin Scherer

47,10 €*

Lieferzeit 1-2 Wochen

Taschenbuch
Cover: 9781783987849 | Kivy Blueprints | Mark Vasilkov | Taschenbuch | Paperback | Englisch
Kivy Blueprints
EAN: 9781783987849
Sprache: Englisch
Von/Mit: Mark Vasilkov

56,10 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781785880568 | Object-Oriented JavaScript - Third Edition | Ved Antani (u. a.) | Buch
Object-Oriented JavaScript - Third Edition
Learn everything you need to know about object-oriented JavaScript (OOJS)
EAN: 9781785880568
Sprache: Englisch
Von/Mit: Ved Antani (u. a.)

57,95 €*

Lieferzeit 4-7 Werktage

Taschenbuch
Cover: 9781484296745 | Quantitative Trading Strategies Using Python | Peng Liu | Taschenbuch
Quantitative Trading Strategies Using Python
Technical Analysis, Statistical Testing, and Machine Learning
EAN: 9781484296745
Sprache: Englisch
Von/Mit: Peng Liu

48,95 €*

Lieferzeit 4-7 Werktage

Diese Website verwendet Cookies, um eine bestmögliche Erfahrung bieten zu können. Mehr Informationen ...