Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Python Programming for Data Analysis

Python Programming for Data Analysis

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783030689513
Condition
New
Product Description

This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, which is a requirement for both graduate and undergraduate degrees in Machine Learning and Data Science. This book is ideal for readers with some Python programming experience. The book covers key language concepts that must be understood to program effectively, especially for data analysis applications. Certain low-level language features are discussed in detail, especially Python memory management and data structures. Using Python effectively means taking advantage of its vast ecosystem. The book discusses Python package management and how to use third-party modules as well as how to structure your own Python modules. The section on object-oriented programming explains features of the language that facilitate common programming patterns. After developing the key Python language features, the book moves on to third-party modules that are foundational for effective data analysis, starting with Numpy. The book develops key Numpy concepts and discusses internal Numpy array data structures and memory usage. Then, the author moves onto Pandas and details its many features for data processing and alignment. Because strong visualizations are important for communicating data analysis, key modules such as Matplotlib are developed in detail, along with web-based options such as Bokeh, Holoviews, Altair, and Plotly. The text is sprinkled with many tricks-of-the-trade that help avoid common pitfalls. The author explains the internal logic embodied in the Python language so that readers can get into the Python mindset and make better design choices in their codes, which is especially helpful for newcomers to both Python and data analysis. To get the most out of this book, open a Python interpreter and type along with the many code samples.

Available Colors
Available Sizes
1 Offer Price Range: $44.99 - $44.99
BEST PRICE

Single Product Purchase

$40.50
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$44.99 $44.99

10% OFF
This deals requires coupon Get Code Here
$40.50
See Site In stock Visit Store

Similar Products

Economy and Democracy

$109.99

Public Policy and Research in Africa

$59.99

Annual Reports in Combinatorial Chemistry and Molecular Diversity

$109.99

Quo Vadis, Sovereignty?

$99.00

Managementuntersttzung durch Venture-Capital-Gesellschaften

$59.99

How to Build a Snow Bear

$3.71

Computer und Beteiligung

$59.99

Sagen und Meinen

$64.99

Systemic Lupus Erythematosus

$109.99

Die Periphere Schmerzauslsung und Schmerzausschaltung

$79.99

Anglo-American Diplomacy and the Palestinian Refugee Problem, 1948-51

$54.99

Another State of Mind

$109.99

Drum Dream Girl

$5.96

Cyber-Physical-Social Intelligence

$169.99

Transnationale Altersmigration in Europa

$49.99

Grndung und Fhrung studentischer Unternehmensberatungen

$19.99

Modern Deep Learning Design and Application Development

$49.99

Human Centered Computing

$84.99

Space groups (189) P-62m (174) P-6

$549.99

Risikomanagement im Industriebetrieb

$79.99

Artificial Intelligence. IJCAI 2019 International Workshops

$54.99

Wohnstandort und rumliche Mobilitt im Kontext steigender Frauenerwerbsttigkeit

$34.99

The Soils of Nevada

$139.99

Image-Guided Diagnosis and Treatment of Cancer

$109.99

Informatics in Schools. Innovative Approaches to Computer Science Teaching and Learning

$54.99

Multidetector-Row CT of the Thorax

$219.00

Spectral Theory of Families of Self-Adjoint Operators

$54.99

Einfhrung in die Beurteilende Statistik

$17.99

Weather Hazard Warning Application in Car-to-X Communication

$54.99

Headache in Children and Adolescents

$109.99

Innovation Diffusion and Political Control of Energy Technologies

$109.99

Computational Tensor Analysis of Shell Structures

$109.99

Clustering Techniques for Image Segmentation

$79.99

Fault Lines in the Constitution

$9.71

Bluetooth Security Attacks

$49.99

Dickens: Novelist in the Market-Place

$109.99

Practical Grey-box Process Identification

$169.99

Die Regelung der Warenabgabe, Wiederbeschaffung und Preisgestaltung im Textileinzelhandel

$59.99

S.M.A.R.T. Circle Minicourses

$39.99

Clinical Rheumatology

$169.99