International E-books > 2017 > July

Download E-books Python Power!: The Comprehensive Guide PDF

Python, a strong and versatile common objective programming language is becoming in attractiveness as extra humans turn into drawn to programming utilizing open resource languages. "Python Power!: the excellent advisor" exhibits readers find out how to use Python to run sites, write GUI interfaces, keep watch over number-crunching code, technique huge XML facts units, construct attempt suites for C or Java code, and masses extra. Technical issues are defined sincerely and concisely and end-of-chapter tasks motivate the reader to software on their lonesome. a close desk of contents and an entire, well-organized index make this ebook a very good reference instrument. All code utilized in the booklet might be on hand for obtain at the better half web site.

Show description

Read more Download E-books Python Power!: The Comprehensive Guide PDF

Download E-books Building Probabilistic Graphical Models with Python PDF

By Kiran R Karkera

Solve desktop studying difficulties utilizing probabilistic graphical types applied in Python with real-world applications

About This Book

  • Stretch the bounds of computing device studying by way of studying how graphical types supply an perception on specific difficulties, particularly in excessive size parts similar to snapshot processing and NLP
  • Solve real-world difficulties utilizing Python libraries to run inferences utilizing graphical models
  • A useful, step by step consultant that introduces readers to illustration, inference, and studying utilizing Python libraries most fitted to every task

Who This e-book Is For

If you're a facts scientist who is aware approximately computing device studying and need to augment your wisdom of graphical types, equivalent to Bayes community, which will use them to unravel real-world difficulties utilizing Python libraries, this booklet is for you.This e-book is meant when you have a few Python and desktop studying event, or are exploring the laptop studying field.

What you'll Learn

  • Create Bayesian networks and make inferences
  • Learn the constitution of causal Bayesian networks from data
  • Gain an perception on algorithms that run inference
  • Explore parameter estimation in Bayes nets with PyMC sampling
  • Understand the complexity of operating inference algorithms in Bayes networks
  • Discover why graphical versions can trump strong classifiers in yes problems

In Detail

With the expanding prominence in laptop studying and information technological know-how purposes, probabilistic graphical versions are a brand new device that computing device studying clients can use to find and research buildings in advanced difficulties. the range of instruments and algorithms below the PGM framework expand to many domain names resembling normal language processing, speech processing, snapshot processing, and illness diagnosis.

You've most likely heard of graphical versions ahead of, and you are willing to aim out new landscapes within the laptop studying region. This ebook grants adequate historical past info to start on graphical versions, whereas protecting the maths to a minimum.

Show description

Read more Download E-books Building Probabilistic Graphical Models with Python PDF

Download E-books Python Programming for Arduino PDF

By Pratik Desai

Develop useful web of items prototypes and functions with Arduino and Python

About This Book

  • Transform your principles into real-world functions utilizing Arduino and Python
  • Design and increase prototypes, interactive person interfaces, and cloud-connected functions to your projects
  • Explore and extend examples to complement your attached device's functions with this step by step guide

Who This publication Is For

This is the publication for you when you are a scholar, hobbyist, developer, or fashion designer with very little programming and prototyping adventure, and also you are looking to advance IoT applications.

If you're a software program developer or a dressmaker and need to create hooked up units functions, then this ebook may help you get started.

What you'll Learn

  • Design and improve your individual prototypes utilizing Arduino
  • Interface Arduino to a working laptop or computer utilizing the Firmata protocol and Python
  • Acquire hands-on adventure in constructing functions for quite a few renowned sensors
  • Develop graphical consumer interfaces to manage your elements and plots to imagine sensor data
  • Access your Arduino prototype from the Internet
  • Implement messaging protocols for Arduino communication
  • Connect your venture to cloud-based services
  • Create complex web of items purposes via initiatives within the book

In Detail

The destiny belongs to functions and companies that contain attached units, requiring actual parts to speak with web-level purposes. Arduino mixed with the preferred open resource software program platform Python can be utilized to increase the following point of complicated net of items (IoT) tasks with graphical person interfaces and Internet-connected applications.

Starting with designing prototypes utilizing Arduino, this booklet will then exhibit you every thing you must comprehend with a purpose to boost complicated cloud purposes. you are going to delve into domain-specific themes with incremental complexity, finishing with real-world initiatives. you are going to speedy discover ways to strengthen person interfaces, plots, distant entry, messaging protocols, and cloud connectivity. every one successive subject, followed via lots of examples, can help you strengthen your state of the art applications.

Show description

Read more Download E-books Python Programming for Arduino PDF

Download E-books Mastering Machine Learning With scikit-learn PDF

By Gavin Hackeling

Apply potent studying algorithms to real-world difficulties utilizing scikit-learn

About This Book

  • Design and troubleshoot computer studying platforms for universal projects together with regression, class, and clustering
  • Acquaint your self with renowned computer studying algorithms, together with selection bushes, logistic regression, and aid vector machines
  • A functional example-based consultant that will help you achieve services in enforcing and comparing computer studying platforms utilizing scikit-learn

Who This ebook Is For

If you're a software program developer who desires to learn the way laptop studying types paintings and the way to use them successfully, this ebook is for you. Familiarity with computer studying basics and Python should be invaluable, yet isn't essential.

What you are going to Learn

  • Review primary techniques together with supervised and unsupervised studies, universal projects, and function metrics
  • Predict the values of continuing variables utilizing linear regression
  • Create representations of records and pictures that may be utilized in computing device studying models
  • Categorize records and textual content messages utilizing logistic regression and help vector machines
  • Classify pictures via their subjects
  • Discover hidden constructions in info utilizing clustering and visualize complicated information utilizing decomposition
  • Evaluate the functionality of desktop studying structures in universal tasks
  • Diagnose and redress issues of versions because of bias and variance

In Detail

This booklet examines computing device studying types together with logistic regression, determination bushes, and aid vector machines, and applies them to universal difficulties resembling categorizing files and classifying pictures. It starts off with the basics of desktop studying, introducing you to the supervised-unsupervised spectrum, the makes use of of teaching and try out facts, and comparing versions. you'll the best way to use generalized linear versions in regression difficulties, in addition to remedy issues of textual content and express features.

You might be conversant in using logistic regression, regularization, and a few of the loss services which are utilized by generalized linear versions. The ebook also will stroll you thru an instance venture that activates you to label the main doubtful education examples. additionally, you will use an unmanaged Hidden Markov version to foretell inventory prices.

By the top of the publication, you can be knowledgeable in scikit-learn and may be good versed in laptop learning

Show description

Read more Download E-books Mastering Machine Learning With scikit-learn PDF

Download E-books Functional Python Programming PDF

By Steven Lott

Key Features

  • Implement universal practical programming layout styles and strategies in Python
  • Learn the right way to make a choice from vital and practical methods in response to expressiveness, readability, and performance
  • Apply practical Python to universal Exploratory facts research (EDA) programming problems

Book Description

Python’s easy-to-learn and extensible talents provide a few sensible programming beneficial properties so that you can carry into your workflow, particularly within the realm of knowledge science.

If you’re a Python developer who desires to notice how one can take the ability of sensible programming and convey it into your individual courses then this e-book is vital for you, whether you recognize subsequent to not anything concerning the paradigm. beginning with a basic assessment of practical strategies you’ll discover universal sensible good points reminiscent of top notch and higher-order features, natural services and extra, and the way those are comprehensive in Python to provide you the center foundations you’ll construct upon. After that, you’ll realize universal useful optimizations for Python to aid your apps achieve even greater speeds. you will additionally discover information guidance innovations and information exploration extensive, in addition to studying how the Python regular library suits the useful programming version. eventually, to fill up your trip into the area of functionality Python you’ll at examine the PyMonad undertaking and a few greater examples to place every thing into perspective.

With sensible Python Programming through your facet you’ll comprehend the middle strategies of functionality Python, its impression at the programming workflow, and the way to enforce it in Python, supplying you with the facility to take your purposes to an excellent greater level.

What you are going to learn

  • Use Python's generator services and generator expressions to paintings with collections in a non-strict (or lazy) manner
  • Utilize Python library modules together with itertools, functools, multiprocessing, and concurrent.futures for effective useful programs
  • Use Python strings with object-oriented suffix notation and prefix notation
  • Avoid stateful sessions through employing households of tuples
  • Design and enforce decorators to create composite functions
  • Use capabilities like max(), min(), map(), filter(), and sorted()
  • Write complicated higher-order functions

About the Author

Steven F. Lott has been programming because the 70s, while desktops have been huge, dear, and infrequent. As a freelance software program developer and architect, he has labored on thousands of initiatives, from very small to large. he is been utilizing Python to unravel enterprise difficulties for over 10 years.

Table of Contents

  1. Introducing practical Programming
  2. Introducing a few useful Features
  3. Functions, Iterators, and Generators
  4. Working with Collections
  5. Higher-order Functions
  6. Recursions and Reductions
  7. Additional Tuple Techniques
  8. The Itertools Module
  9. More Itertools Techniques
  10. The Functools Module
  11. Decorator layout Techniques
  12. The Multiprocessing and Threading Modules
  13. Conditional Expressions and the Operator Module
  14. The Pymonad Library
  15. A sensible method of net Services
  16. Optimizations and Improvements

Show description

Read more Download E-books Functional Python Programming PDF

Download E-books The Practice of Computing Using Python (3rd Edition) PDF

For classes in Python Programming

 

Introduces Python programming with an emphasis on problem-solving

Now in its Third Edition, Practice of Computing utilizing Python maintains to successfully introduce readers to computational pondering utilizing Python, with a robust emphasis on challenge fixing via computing device technological know-how. The authors have selected Python for its simplicity, strong integrated information buildings, complicated keep an eye on constructs, and practicality. The textual content is equipped from the floor up for Python programming, instead of having been translated from Java or C++.

 

Focusing on facts manipulation and research as a subject matter, the textual content permits readers to paintings on actual difficulties utilizing Internet-sourced or self-generated info units that signify their very own paintings and pursuits. The authors additionally emphasize software improvement and supply readers of all backgrounds with a pragmatic origin in programming that go well with their wishes. between different alterations, the Third Edition includes a change to the Anaconda distribution, the SPYDER IDE, and attention on debugging and GUIs.

 

Also available with MyProgrammingLab

MyProgrammingLab is a web studying approach designed to interact scholars and increase effects. MyProgrammingLab contains a suite of programming workouts correlated to express Pearson CS1/Intro to Programming textbooks. via perform workouts and fast, customized suggestions, MyProgrammingLab improves the programming competence of starting scholars who usually fight with the elemental recommendations of programming languages.

 

Note: you're paying for a standalone product; MyLab & Mastering doesn't come packaged with this content material. scholars, if attracted to deciding to buy this identify with MyLab & studying, ask your teacher for the proper package deal ISBN and direction identification. teachers, touch your Pearson consultant for additional information.

If you ought to buy boththe actual textual content and MyLab & learning, seek for:

 

0134520513 / 9780134520513   The

Practice of Computing utilizing Python plus MyProgrammingLab with Pearson eText -- entry Card package deal, 3/e

 

Package is composed of:

  • 0134381327 / 9780134381329     MyProgrammingLab with Pearson eText -- entry Card Package
  • 0134379764 / 9780134379760     The Practice of Computing utilizing Python, 3/e

 

Show description

Read more Download E-books The Practice of Computing Using Python (3rd Edition) PDF

Download E-books OpenCV Computer Vision with Python PDF

Learn to seize movies, control photographs, and tune gadgets with Python utilizing the OpenCV Library

Overview

  • Set up OpenCV, its Python bindings, and not obligatory Kinect drivers on home windows, Mac or Ubuntu
  • Create an program that tracks and manipulates faces
  • Identify face areas utilizing general colour pictures and intensity images

In Detail

Computer imaginative and prescient can achieve shoppers in quite a few contexts through webcams, digicam telephones and gaming sensors like Kinect. OpenCV's Python bindings might help builders meet those customer calls for for purposes that catch photos, swap their visual appeal and extract info from them, in a high-level language and in a standardized info structure that's interoperable with medical libraries resembling NumPy and SciPy.

"OpenCV laptop imaginative and prescient with Python" is a pragmatic, hands-on consultant that covers the basic initiatives of laptop vision—capturing, filtering and interpreting images—with step by step directions for writing either an program and reusable library classes.

"OpenCV computing device imaginative and prescient with Python" indicates you ways to take advantage of the Python bindings for OpenCV. through following transparent and concise examples you'll increase a working laptop or computer imaginative and prescient program that tracks faces in reside video and applies lighting tricks to them. when you have consistently desired to examine which model of those bindings to exploit, tips on how to combine with cross-platform Kinect drivers and and the way to successfully technique picture info with NumPy and SciPy then this booklet is for you.

What you are going to examine from this book

  • Install OpenCV and similar software program similar to Python, NumPy, SciPy, OpenNI, and SensorKinect—all on home windows, Mac or Ubuntu
  • Capture, show, and keep images and real-time videos
  • Handle window occasions and enter occasions utilizing OpenCV's HighGui module or Pygame
  • Understand OpenCV's photo layout and the way to accomplish effective operations on OpenCV photos with NumPy and SciPy
  • Apply "curves" and different colour differences to simulate the glance of previous pictures, videos or video games
  • Apply an impression basically to edges in an image
  • Copy and resize segments of an image
  • Apply an influence in basic terms to definite depths in a picture by utilizing information from a intensity sensor resembling Kinect
  • Track faces, eyes, noses and mouths by utilizing prebuilt datasets
  • Track arbitrary gadgets via developing unique datasets

Approach

A functional, project-based instructional for Python builders and hobbyists who are looking to start with laptop imaginative and prescient with OpenCV and Python.

Who this booklet is written for

OpenCV laptop imaginative and prescient with Python is written for Python builders who're new to machine imaginative and prescient and wish a realistic advisor to educate them the necessities. a few knowing of photograph information (for instance, pixels and colour channels) will be valuable. At a minimal you will want entry to one webcam. sure routines require extra like a moment webcam, a Microsoft Kinect or an OpenNI-compliant intensity sensor comparable to the Asus Xtion PRO.

Show description

Read more Download E-books OpenCV Computer Vision with Python PDF

Download E-books Mastering Python Design Patterns PDF

Create a number of layout styles to grasp the artwork of fixing difficulties utilizing Python

About This Book

  • Simplify layout development implementation utilizing the ability of Python
  • Each trend is followed with a real-world instance demonstrating its key features
  • This is an easy-to-follow consultant concentrating on the sensible points of Python layout patterns

Who This e-book Is For

This e-book is for Python programmers with an intermediate history and an curiosity in layout styles applied in idiomatic Python. Programmers of alternative languages who're drawn to Python may also make the most of this publication, however it will be larger in the event that they first learn a few introductory fabrics that specify how issues are performed in Python.

What you are going to Learn

  • Explore manufacturing facility process and summary manufacturing facility for item creation
  • Clone gadgets utilizing the Prototype pattern
  • Make incompatible interfaces appropriate utilizing the Adapter pattern
  • Secure an interface utilizing the Proxy pattern
  • Choose an set of rules dynamically utilizing the method pattern
  • Extend an item with out subclassing utilizing the Decorator pattern
  • Keep the common sense decoupled from the UI utilizing the MVC pattern

In Detail

Python is an object-oriented, scripting language that's utilized in wide variety of different types. In software program engineering, a layout trend is a urged technique to a software program layout challenge. even if now not new, layout styles stay one of many most popular subject matters in software program engineering they usually come as a prepared reference for software program builders to resolve the typical difficulties they face at work.

This publication will take you thru each layout development defined with assistance from real-world examples. the purpose of the booklet is to introduce extra low-level element and ideas on the best way to write Pythonic code, not only targeting universal ideas as applied in Java and C++. It comprises small sections on troubleshooting, top practices, procedure structure, and its layout facets. With the aid of this publication, it is possible for you to to appreciate Python layout trend options and the framework, in addition to concerns and their answer. you will specialize in all sixteen layout styles which are used to resolve daily problems.

Show description

Read more Download E-books Mastering Python Design Patterns PDF

Download E-books Programming Python PDF

By Mark Lutz

If you could have mastered Python's basics, you are prepared to begin utilizing it to get genuine paintings performed. Programming Python will exhibit you the way, with in-depth tutorials at the language's fundamental software domain names: procedure management, GUIs, and the net. you are going to additionally discover how Python is utilized in databases, networking, front-end scripting layers, textual content processing, and extra. This ebook makes a speciality of typical instruments and libraries to provide you a finished realizing of Python’s many jobs in sensible, real-world programming.

You'll examine language syntax and programming options in a transparent and concise demeanour, with plenty of examples that illustrate either right utilization and customary idioms. thoroughly up-to-date for model 3.x, Programming Python additionally delves into the language as a software program improvement instrument, with many code examples scaled in particular for that purpose.

Topics include:

  • Quick Python tour: construct an easy demo that incorporates facts illustration, object-oriented programming, item endurance, GUIs, and web site basics
  • System programming: discover approach interface instruments and methods for command-line scripting, processing records and folders, operating courses in parallel, and more
  • GUI programming: learn how to use Python’s tkinter widget library
  • Internet programming: entry client-side community protocols and e-mail instruments, use CGI scripts, and study site implementation techniques
  • More how you can observe Python: enforce information constructions, parse text-based details, interface with databases, and expand and embed Python

Show description

Read more Download E-books Programming Python PDF

Download E-books Learning Python Design Patterns PDF

By Gennadiy Zlobin

Written for intermediate Python programmers, this wonderful instructional might help streamline your paintings by using layout styles. you are going to research via instance and transparent motives to extend your knowledge and accelerate your output.

Overview

  • Explore the Model-View-Controller trend and the way to construct a URL shortening service
  • All layout styles use a real-world instance that may be changed and utilized on your software
  • No pointless thought! The booklet contains merely the basic wisdom you should know

In Detail

Design development is a well known method of clear up a few particular difficulties which every software program developer comes throughout in the course of his paintings. layout styles trap higher-level constructs that mostly look in courses. if you happen to understand how to enforce the layout development in a single language, normally it is possible for you to to port and use it in one other object-oriented programming language.

The number of implementation language impacts using layout styles. certainly, a few languages are extra acceptable for convinced projects than others. every one language has its personal set of strengths and weaknesses. during this ebook, we introduce a number of the higher recognized layout styles in Python. you'll examine while and the way to take advantage of the layout styles, and enforce a real-world instance that you could run and look at via yourself.

You will begin with some of the most renowned software program structure styles that's the version- View-Controller development. you then will stream directly to find out about creational layout styles that are Singleton and manufacturing unit, and structural styles that are Facade and Proxy. eventually, the booklet additionally explains 3 behavioural styles that are Command, Observer, and Template.

What you'll examine from this book

  • Create assorted implementations of an identical set of rules with the least modifications
  • Implement the publisher-subscriber pattern
  • Create an item whilst just one example of it's needed
  • Create an easy interface utilizing the Facade layout pattern
  • Increase the performance whereas leaving the interface unchanged

Approach

This ebook takes a tutorial-based and basic method of overlaying Python layout styles. Its concise presentation signifies that in a quick house of time, you'll get a very good advent to numerous layout patterns.

Who this ebook is written for

If you're an intermediate point Python person, this booklet is for you. past wisdom of Python programming is key. a few wisdom of UML can also be required to appreciate the UML diagrams that are used to explain a few layout patterns.

Show description

Read more Download E-books Learning Python Design Patterns PDF