Building Machine Learning Systems with Python (2nd Edition) by Willi Richert, Luis Pedro Coelho

By Willi Richert, Luis Pedro Coelho

Get extra out of your information via growing useful desktop studying platforms with Python
About This Book

construct your individual Python-based laptop studying structures adapted to unravel any problem
observe how Python bargains a a number of context answer for create desktop studying systems
useful eventualities utilizing the foremost Python desktop studying libraries to effectively enforce on your projects

Who This ebook Is For

This ebook essentially objectives Python builders who are looking to study and use Python's computer studying features and achieve worthy insights from information to enhance potent suggestions for company problems.
In Detail

Using desktop studying to achieve deeper insights from information is a key ability required via glossy software builders and analysts alike. Python is a superb language to strengthen computer studying purposes. As a dynamic language, it enables speedy exploration and experimentation. With its first-class number of open resource computer studying libraries you could specialise in the duty to hand whereas with the ability to fast try many ideas.

This e-book indicates you precisely how to define styles on your uncooked information. you are going to commence through brushing up in your Python desktop studying wisdom and introducing libraries. You'll quick become familiar with severe, real-world tasks on datasets, utilizing modeling, developing suggestion platforms. in a while, the booklet covers complicated themes equivalent to subject modeling, basket research, and cloud computing. those will expand your skills and assist you create huge advanced systems.

With this e-book, you achieve the instruments and realizing required to construct your personal platforms, adapted to unravel your real-world facts research problems.

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Think Complexity: Complexity Science and Computational by Allen B. Downey

By Allen B. Downey

Expand your Python abilities via operating with information buildings and algorithms in a clean context—through an eye-opening exploration of complexity technology. even if you’re an intermediate-level Python programmer or a pupil of computational modeling, you’ll delve into examples of complicated platforms via a chain of routines, case stories, and easy-to-understand explanations.

You’ll paintings with graphs, set of rules research, scale-free networks, and mobile automata, utilizing complicated beneficial properties that make Python this type of strong language. perfect as a textual content for classes on Python programming and algorithms, Think Complexity also will aid self-learners achieve worthy event with themes and ideas they may not come upon otherwise.
* paintings with NumPy arrays and SciPy equipment, easy sign processing and quickly Fourier remodel, and hash tables
* research summary types of advanced actual platforms, together with energy legislation, fractals and purple noise, and Turing machines
* Get starter code and recommendations that will help you re-implement and expand unique experiments in complexity
* discover the philosophy of technological know-how, together with the character of medical legislation, concept selection, realism and instrumentalism, and different subject matters
* study case reports of complicated structures submitted through scholars and readers

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Python Power!: The Comprehensive Guide by Matt Telles

By Matt Telles

Python, a robust and versatile normal function programming language is transforming into in attractiveness as extra humans turn into drawn to programming utilizing open resource languages. "Python Power!: the great Guide”"shows readers tips on how to use Python to run websites, write GUI interfaces, keep an eye on number-crunching code, strategy huge XML information units, construct try out suites for C or Java code, and lots more and plenty extra. Technical issues are defined essentially and concisely and end-of-chapter tasks motivate the reader to software all alone. an in depth desk of contents and an entire, well-organized index make this e-book a very good reference instrument. All code utilized in the ebook should be to be had for obtain at the better half web site.

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Building Mapping Applications with QGIS by Erik Westra

By Erik Westra

Create your personal refined purposes to investigate and demonstrate geospatial info utilizing QGIS and Python

About This Book

  • Make use of the geospatial features of QGIS inside your Python programs
  • Build whole standalone mapping purposes in response to QGIS and Python
  • Use QGIS as a Python geospatial improvement environment

Who This e-book Is For

If you're an skilled Python developer who desires to create your personal geospatial purposes with minimal fuss, this is often the publication for you. whereas a few familiarity with mapping purposes will be a bonus, no earlier wisdom of geospatial recommendations is needed. whether you've got by no means used QGIS earlier than, this booklet will speedy get you as much as speed.

What you are going to Learn

  • Use the Python Console to discover and keep watch over QGIS
  • Perform geospatial improvement projects utilizing the PyQGIS Python library
  • Create priceless geospatial functions applied as QGIS Python plugins
  • Use QGIS as a standalone geoprocessing library inside your Python programs
  • Build complicated interactive map-based GUIs inside your personal Python programs
  • Understand how Python scripting can be utilized to customise the QGIS system
  • Utilize the genuine strength of Python and QGIS to create your individual whole mapping applications

In Detail

QGIS is without doubt one of the preferable open resource Geographical info platforms. whereas constructing Python geospatial functions will be not easy, QGIS simplifies the method through combining the mandatory geoprocessing libraries with a cosmopolitan consumer interface, all of which might be without delay managed utilizing Python code.

Starting with an advent to QGIS and the way to take advantage of the integrated QGIS Python Console, we'll train you the way to jot down Python code that uses the geospatial features of QGIS. development in this, you are going to finally create your individual refined standalone mapping purposes equipped on most sensible of QGIS. you'll find out how to use the Python Console as a window into the QGIS programming surroundings, after which use that surroundings to create your personal Python scripts and plugins to customise QGIS. As your wisdom of the PyQGIS library grows, you'll use it to accomplish quite a few real-world geospatial programming initiatives, culminating within the construction of your individual complicated standalone purposes to load, study, and demonstrate geospatial data.

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Python Web Development with Django by Wesley J. Chun, Jeff Forcier, Paul Bissex

By Wesley J. Chun, Jeff Forcier, Paul Bissex

Utilizing the straightforward, powerful, Python-based Django framework, you could construct robust net ideas with remarkably few traces of code. In Python internet improvement with Django®, 3 skilled Django and Python builders hide all of the strategies, instruments, and ideas you must utilize Django 1.0, together with the entire significant positive aspects of the hot release.

The authors educate Django via in-depth causes, plus supply vast pattern code supported with photos and line-by-line reasons. You’ll become aware of how Django leverages Python’s improvement pace and suppleness that will help you clear up a large spectrum of net improvement difficulties and study Django most sensible practices coated nowhere else. You’ll construct your first Django program in precisely mins and deepen your real-world talents via start-to-finish software initiatives including
* basic internet log (blog)
* on-line picture gallery
* easy content material administration system
* Ajax-powered dwell blogger
* on-line resource code sharing/syntax highlighting tool
* easy methods to run your Django functions at the Google App Engine

This whole consultant starts off through introducing Python, Django, and net improvement innovations, then dives into the Django framework, supplying a deep figuring out of its significant elements (models, perspectives, templates), and the way they arrive jointly to shape whole net purposes. After a dialogue of 4 self reliant operating Django purposes, assurance turns to complex issues, equivalent to caching, extending the template process, syndication, admin customization, and trying out. useful reference appendices conceal utilizing the command-line, fitting and configuring Django, improvement instruments, exploring current Django functions, the Google App Engine, and the way to get extra concerned with the Django group.

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Python for Secret Agents (2nd edition) by Steven Lott

By Steven Lott

Assemble, examine, and decode information to bare hidden evidence utilizing Python, the correct software for all aspiring mystery agents
About This Book

notice the basic beneficial properties of Python programming: statements, variables, expressions, and plenty of of the integrated facts types
Use Python's commonplace library to do extra refined info amassing and analysis
Written by means of a Python programming professional, with over 35 years' adventure as a specialist, instructor, writer and software program developer

Who This publication Is For

This publication is for mystery brokers who've a few publicity to Python. Our concentration is at the box brokers who're able to do extra subtle and complicated programming in Python. We'll persist with basic records for the main half. a gentle hand with a soldering iron isn't really required, yet a talented box agent may be in a position to gather a operating Arduino circuit to collect their very own sensor data.
What you are going to Learn

improve Python to the most recent model and detect its most modern and maximum tools
Use Python libraries to extract information from log records which are designed extra for individuals to learn than for computerized analysis
Summarize log records and extract significant information
assemble info from social networking websites and leverage your adventure of studying log documents to summarize the information you find
Extract textual content and pictures from social networking sites
Parse the advanced and complicated facts buildings in a PDF dossier to extract significant textual content that we will be able to analyze
attach small, clever units to our desktop to exploit them as distant sensors
Use Python to investigate measurements from sensors to calibrate them and use sensors efficiently

In Detail

Python is simple to benefit and extensible programming language that permits any demeanour of undercover agent to paintings with a number of info. brokers from novices to professional veterans will make the most of Python's simplicity and class. the normal library offers a number of applications that circulate past uncomplicated newbie missions. The Python atmosphere of similar programs and libraries helps deep details processing.

This booklet will advisor you thru the method of upgrading your Python-based toolset for intelligence collecting, research, and communique. You'll discover the methods Python is used to investigate internet logs to find the paths of actions that may be present in internet and database servers. We'll additionally examine how we will use Python to find info of the social community via taking a look at the information to be had from social networking websites.

Finally, you'll see tips on how to extract historical past from PDF records, which opens up new assets of knowledge, and you'll know about the methods you could assemble info utilizing an Arduino-based sensor device.
Style and approach

Each bankruptcy will contain a history briefing that covers an important Python expertise. After a few in-depth exploration of the gains, the bankruptcy will finish with a project that may be a concrete program of the Python instruments and methods covered.

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Learn to Program with Python by Irv Kalb

By Irv Kalb

Get begun on the earth of software program improvement: pass from 0 wisdom of programming to very easily writing small to medium-sized courses in Python. Programming will be intimidating (especially whilst such a lot books on software program require you to grasp and use imprecise command line directions) however it doesn’t must be that way!

In Learn to application with Python, writer Irv Kalb makes use of his in-person educating event to steer you thru studying the Python computing device programming language. He makes use of a conversational variety to make you're feeling as if he's your individual instruct. All fabric is specified by a considerate demeanour, every one lesson construction on earlier ones. Many real–world analogies make the fabric effortless to narrate to. a wide selection of well-documented examples are supplied. alongside the way in which, you’ll advance small courses by yourself via a sequence of coding demanding situations that make stronger the content material of the chapters.

What you'll research:

  • Learn basic programming suggestions together with: variables and task statements, services, conditionals, loops, lists, strings, dossier enter and output, net information, and knowledge structures
  • Get pleased with the loose IDLE Interactive improvement atmosphere (IDE), which you may use to write down and debug your entire Python code - little need to exploit the command line!
  • Build text-based courses, together with a couple of uncomplicated games
  • Learn tips to re-use code by means of construction your individual modules
  • Use Python's integrated facts constructions and programs to symbolize and utilize advanced information from the Internet

Who this publication is for:This e-book assumes that you've completely no past wisdom approximately programming. there is not any have to examine or use any imprecise Unix instructions. scholars of any age who've had no publicity to programming and have an interest in studying to do software program improvement within the Python language. The ebook can be utilized as a textual content publication linked to a highschool or university advent to desktop technology direction. Secondly, those who have had publicity to a few machine language except Python, who want to construct solid conduct for programming in Python.

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Building Web Applications with Flask by Italo Maia

By Italo Maia

Use Python and Flask to construct remarkable net purposes, simply how you wish them!

About This Book

  • Learn easy methods to use types, authentication, and authorization keep an eye on via extensions, and supply a strong, secure net adventure for the client
  • Free your self from the SQL vs NoSQL paradigm and use the expertise that most closely fits your needs
  • Add robust ideas like TDD and BDD on your variety of checking out skills

Who This booklet Is For

If you're a Python net developer who desires to research extra approximately constructing purposes in Flask and scaling them with industry-standard practices, this can be the ebook for you.

What you'll Learn

  • Create unmarried web page purposes with Flask
  • Use macros, filters, tags, and regulate buildings to render wealthy responses to person requests
  • Receive types securely via form-based periods and WTForms
  • Utilize NoSQL or SQL databases to shop consumer facts seamlessly
  • Generate easy, but strong, relaxation companies out of your info models
  • Learn how you can practice test-driven and behavior-driven advancements on your Flask projects
  • Use Flask parts to create maintainable non-flat projects
  • Harvest the facility of extensions to construct powerful authorization and permission policies

In Detail

Flask is a strong net framework that is helping you construct nice initiatives utilizing your favourite instruments. Flask takes the versatile Python programming language and offers an easy template for net improvement. as soon as imported into Python, Flask can be utilized to avoid wasting time development net purposes. It is going opposed to the move with the microframework thought, leaving many of the structure offerings to the developer. via its nice API, extensions, and strong styles, Flask is helping you create easy tasks in mins and intricate ones once possible.

From the start, development internet purposes with Flask exhibits you ways to make use of Flask's options, extensions, and parts to create attractive, full-featured internet initiatives. you are going to tips on how to adequately deal with types utilizing WTForms, devise handy templates with Jinja2 tags and macros, use NoSQL and SQL databases to shop consumer information, try out your tasks with gains and unit assessments, create strong authentication and person authorization, in addition to administrative interfaces comfortably, and more.

As Flask doesn't implement an architectural recipe, neither can we! This e-book makes no coding assumptions on the way you should still code, leaving you unfastened to experiment.

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NumPy Beginner's Guide (2nd Edition) by Ivan Idris

By Ivan Idris

An motion packed advisor utilizing genuine international examples of the straightforward to exploit, excessive functionality, unfastened open resource NumPy mathematical library.

Overview

• practice excessive functionality calculations with fresh and effective NumPy code;
• examine huge information units with statistical functions;
• Execute complicated linear algebra and mathematical computations.

In Detail

NumPy is an extension to, and the basic package deal for medical computing with Python. In today's international of technology and expertise, it's all approximately velocity and suppleness. by way of clinical computing, NumPy is at the best of the list.

NumPy Beginner's consultant will train you approximately NumPy, a number one medical computing library. NumPy replaces many of the performance of Matlab and Mathematica, yet unlike these items, is unfastened and open source.

Write readable, effective, and quick code, that's as as regards to the language of arithmetic as is at the moment attainable with the innovative open resource NumPy software program library. examine the entire fine details of NumPy that calls for you to understand simple Python purely. store hundreds of thousands of bucks on pricey software program, whereas retaining the entire flexibility and tool of your favorite programming language.

You will know about fitting and utilizing NumPy and comparable ideas. on the finish of the ebook we'll discover a few comparable medical computing tasks. This e-book provides you with an outstanding beginning in NumPy arrays and common capabilities. via examples, additionally, you will know about plotting with Matplotlib and the similar SciPy venture. NumPy Beginner's advisor can help you be efficient with NumPy and feature you writing fresh and quickly code very quickly at all.

What you'll research from this book

• set up NumPy
• NumPy arrays
• common functions
• NumPy matrices
• NumPy modules
• Plot with Matplotlib
• attempt NumPy code
• Relation to SciPy

Approach

The e-book is written in beginner’s consultant sort with each one element of NumPy established with actual global examples and required screenshots.

Who this ebook is written for

If you're a programmer, scientist, or engineer who has easy Python wisdom and want to be capable of do numerical computations with Python, this e-book is for you. No previous wisdom of NumPy is needed.

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