عنوان

Python for data mining quick syntax reference /

شابک

1484241126

شابک

1484241134

شابک

9781484241127

شابک

9781484241134

شابک اشتباه

9781484241127

عنوان اصلي

Python for data mining quick syntax reference /

نام عام مواد

[Book]

نام نخستين پديدآور

Valentina Porcu.

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Apress,

تاریخ نشرو بخش و غیره

[2018]

تاریخ نشرو بخش و غیره

©2018

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations (some color)

متن يادداشت

Includes index.

متن يادداشت

Intro; Table of Contents; About the Author; About the Technical Reviewer; Introduction; Chapter 1: Getting Started; Installing Python; Editor and IDEs; Differences between Python2 and Python3; Work Directory; Using a Terminal; Summary; Chapter 2: Introductory Notes; Objects in Python; Reserved Terms for the System; Entering Comments in the Code; Types of Data; File Format; Operators; Mathematical Operators; Comparison and Membership Operators; Bitwise Operators; Assignment Operators; Operator Order; Indentation; Quotation Marks; Summary; Chapter 3: Basic Objects and Structures; Numbers

متن يادداشت

Chapter 6: Other Basic ConceptsObject-oriented Programming; More on Objects; Classes; Inheritance; Modules; Methods; List Comprehension; Regular Expressions; User Input; Errors and Exceptions; Summary; Chapter 7: Importing Files; .csv Format; From the Web; In JSON; Other Formats; Summary; Chapter 8: pandas; Libraries for Data Mining; pandas; pandas: Series; pandas: Data Frames; pandas: Importing and Exporting Data; pandas: Data Manipulation; pandas: Missing Values; pandas: Merging Two Datasets; pandas: Basic Statistics; Summary; Chapter 9: SciPy and NumPy; SciPy; NumPy

متن يادداشت

Container ObjectsTuples; Lists; Dictionaries; Sets; Strings; Files; Immutability; Converting Formats; Summary; Chapter 4: Functions; Some words about functions in Python; Some Predefined Built-in Functions; Obtain Function Information; Create Your Own Functions; Save and run Your Own Modules and Files; Summary; Chapter 5: Conditional Instructions and Writing Functions; Conditional Instructions; if; if + else; elif; Loops; for; while; continue and break; Extend Functions with Conditional Instructions; map() and filter() Functions; The lambda Function; Scope; Summary

متن يادداشت

NumPy: Generating Random Numbers and SeedsSummary; Chapter 10: Matplotlib; Basic Plots; Pie Charts; Other Plots and Charts; Saving Plots and Charts; Selecting Plot and Chart Styles; More on Histograms; Summary; Chapter 11: Scikit-learn; What Is Machine Learning?; Import Datasets Included in Scikit-learn; Creation of Training and Testing Datasets; Preprocessing; Regression; K-Nearest Neighbors; Cross-validation; Support Vector Machine; Decision Trees; KMeans; Managing Dates; Data Sources; Index

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

متن يادداشت

Learn how to use Python and its structures, how to install Python, and which tools are best suited for data analyst work. This book provides you with a handy reference and tutorial on topics ranging from basic Python concepts through to data mining, manipulating and importing datasets, and data analysis. Python for Data Mining Quick Syntax Reference covers each concept concisely, with many illustrative examples. You'll be introduced to several data mining packages, with examples of how to use each of them. The first part covers core Python including objects, lists, functions, modules, and error handling. The second part covers Python's most important data mining packages: NumPy and SciPy for mathematical functions and random data generation, pandas for dataframe management and data import, Matplotlib for drawing charts, and scikitlearn for machine learning.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9781484241134

شماره استاندارد بين المللي کتاب و موسيقي

9781484241127

شماره استاندارد بين المللي کتاب و موسيقي

9781484241141

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Python (Computer program language)

موضوع مستند نشده

COMPUTERS-- General.

موضوع مستند نشده

Data mining.

موضوع مستند نشده

Python (Computer program language)

موضوع مستند نشده

COM-- 000000

موضوع مستند نشده

UMX

موضوع مستند نشده

UMX

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Porcu, Valentina

تاريخ عمليات

20200823032531.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y