Download Learn Python the hard way by Shaw Z. PDF

By Shaw Z.

ISBN-10: 0557798191

ISBN-13: 9780557798193

Study Python The demanding method is a ebook I wrote to educate programming to those who don't know tips on how to code. It assumes you're most likely an influence person of your desktop, after which takes you from not anything to programming basic video games. After studying my e-book try to be prepared for lots of of the opposite programming books available in the market.

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Download Instant Data Intensive Apps with pandas Howto by Trent Hauck PDF

By Trent Hauck

ISBN-10: 1782165584

ISBN-13: 9781782165583

Manipulate, visualize, and examine your facts with pandas with this publication and ebook


  • Learn whatever new straight away! a brief, quickly, targeted advisor providing instant results
  • Follow easy recipes that would educate universal initiatives while appearing facts research with Pandas
  • Build a knowledge product for exhibiting info over the web
  • Create visualizations of the knowledge together with exhibiting tables and line graphs

In Detail

Pandas is helping to relieve a surely complicated scenario in facts analytics libraries. Many incumbent languages are usually not approachable or are relatively unproductive ordinarily computing initiatives compared to Python. despite the fact that with Pandas it is easy to start operating with tabular datasets in a language that is more uncomplicated to profit and use.

Instant facts in depth Apps with Pandas How-to starts off with Pandas’ functionalities reminiscent of becoming a member of datasets, cleansing facts, and different info munging initiatives. It fast strikes onto construction a knowledge reporting device, which is composed of study in Pandas to figure out what’s correct and current that proper facts in an easy-to-consume manner.

Instant information in depth Apps with Pandas How-to begins with info manipulation and different functional initiatives for a primary realizing, and during successive recipes you are going to achieve a extra ecocnomic figuring out of Pandas.

Throughout this publication the recipes are awarded in a established approach. It begins with facts transformation concepts, yet builds as much as extra advanced examples similar to appearing statistical research and integrating Pandas gadgets with internet functions. the opposite recipes hide visualization and laptop studying, between different things.

Instant facts extensive Apps with Pandas How-to gets the reader up and working speedy with Pandas and placed the person able to circulate up the educational curve faster.

What you are going to study from this book

  • Learn information manipulation in Pandas together with subsetting information, facts transformation, and knowledge reshaping
  • Combine info units to get an concept of what the output with tabular info seems to be like
  • Perform mixture info operations corresponding to counts and sums for exploratory analysis
  • Use uncomplicated computing device studying to spot inventory functionality similarities
  • Create visualizations of knowledge together with showing tables and line graphs
  • Integrate different libraries with Pandas and perform an easy analysis
  • Create an internet software to exhibit Pandas info in an online page


Filled with sensible, step by step directions and transparent reasons for an important and invaluable projects. This booklet has a pragmatic method with step by step recipes to assist readers become familiar with Pandas.

Who this booklet is written for

Users of different information research instruments will locate price in seeing projects they mostly come across translated to Pandas and clients of Python will come across an advent to a truly remarkable device in a syntax they inherently comprehend. when it comes to normal talents, it really is assumed that the reader is aware easy facts constructions similar to arrays or lists dictionaries or hash map in addition to having a few knowing of command line paintings. fitting Pandas isn't really coated, however the on-line documentation is simple. additionally, readers are inspired to exploit IPython to have interaction and scan with the code.

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Download Understanding Network Hacks: Attack and Defense with Python by Bastian Ballmann PDF

By Bastian Ballmann

ISBN-10: 3662444372

ISBN-13: 9783662444375

This booklet explains the way to see one's personal community during the eyes of an attacker, to appreciate their concepts and successfully defend opposed to them. via Python code samples the reader learns to code instruments on topics equivalent to password sniffing, ARP poisoning, DNS spoofing, SQL injection, Google harvesting and Wifi hacking. additionally the reader can be brought to safety tools similar to intrusion detection and prevention structures and log dossier research through diving into code.

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Download Learning OpenCV 3 Computer Vision with Python by Joe Minichino, Joseph Howse PDF

By Joe Minichino, Joseph Howse

ISBN-10: 1785283847

ISBN-13: 9781785283840

OpenCV three is a cutting-edge laptop imaginative and prescient library that permits an outstanding number of picture and video processing operations. a number of the extra extraordinary and futuristic beneficial properties comparable to face reputation or item monitoring are simply conceivable with OpenCV three. studying the elemental ideas in the back of computing device imaginative and prescient algorithms, versions, and OpenCV's API will permit the improvement of every type of real-world functions, together with safety and surveillance.

Starting with simple snapshot processing operations, the e-book will take you thru to complex laptop imaginative and prescient suggestions. computing device imaginative and prescient is a quickly evolving technology whose purposes within the genuine international are exploding, so this ebook will attract computing device imaginative and prescient newcomers in addition to specialists of the topic eager to study the new OpenCV 3.0.0. you are going to construct a theoretical origin of picture processing and video research, and growth to the recommendations of class via computing device studying, buying the technical knowledge that might let you create and use item detectors and classifiers, or even song items in videos or video digicam feeds. eventually, the adventure will lead to the area of synthetic neural networks, besides the advance of a hand-written digits attractiveness application.
Style and approach

This booklet is a entire advisor to the new OpenCV three with Python to increase real-life machine imaginative and prescient functions.

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Download Network Hacks - Intensivkurs: Angriff und Verteidigung mit by Bastian Ballmann PDF

By Bastian Ballmann

ISBN-10: 3642243045

ISBN-13: 9783642243042

ISBN-10: 3642243053

ISBN-13: 9783642243059

Das Buch verhilft Lesern dazu, das eigene Netz mit den Augen des Angreifers zu sehen – um seine Techniken zu verstehen und um sich besser schützen zu können. Anhand von Python-Codebeispielen erläutert der Autor Themen wie Passwort-Sniffing, ARP-Poisoning, DNS-Spoofing, SQL-Injection, Google-Hacking, DHCP-Hijacking und WLAN-Hacking. Zu jedem Gebiet stellt er außerdem Open-Source-Projekte in Python vor und behandelt darüber hinaus auch klassische Verfahren wie TCP-Hijacking, Layer 2-Attacken und Intrusion-Detection.

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Download Think Python: An Introduction to Software Design: How To by Allen B. Downey PDF

By Allen B. Downey

ISBN-10: 1441419160

ISBN-13: 9781441419163

Python for software program layout is a concise creation to software program layout utilizing the Python programming language. meant for individuals without programming adventure, this publication starts off with the main uncomplicated options and progressively provides new fabric. many of the rules scholars locate so much difficult, like recursion and object-oriented programming, are divided right into a series of smaller steps and brought over the process a number of chapters. the focal point is at the programming method, with distinctive emphasis on debugging. The booklet encompasses a wide selection of routines, from brief examples to titanic tasks, in order that scholars have considerable chance to perform each one new suggestion. workout options and code examples can be found from, in addition to Swampy, a collection of Python courses that's utilized in a few of the routines. ** released below the phrases of the GNU unfastened Documentation License. cash raised from the sale of this ebook helps the improvement of loose software program and documentation.

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Download Designing Machine Learning Systems with Python by David Julian PDF

By David Julian

ISBN-10: 1785882953

ISBN-13: 9781785882951

Layout effective computing device studying platforms that offer you extra actual results.

Machine studying is among the largest traits that the realm of computing has visible. laptop studying platforms have a profound and fascinating skill to supply very important insights on an grand number of purposes, from ground-breaking and lifesaving scientific study to gaining knowledge of basic actual facets of our universe; from supplying us with greater, cleanser nutrients to internet analytics and monetary modeling. in reality, there's hardly ever any region of our lives that's not touched by means of this expertise not directly. all people desires to get into the sphere of computer studying, and so as to receive adequate attractiveness during this box, one has to be capable of comprehend and layout a laptop studying approach that serves the desires of a project.

What this e-book covers

Chapter 1, pondering in computing device studying, will get you all started with the fundamentals of desktop studying, and because the name says, it is going to assist you imagine within the desktop studying paradigm. you'll study the layout rules and diverse types involved
in desktop learning.

Chapter 2, instruments and strategies, explains that Python comes built with a wide library of programs for computing device studying projects. This bankruptcy offers you a flavor
of a few large libraries. it is going to hide applications comparable to NumPy, SciPy, Matplotlib,
and Scilit-learn.

Chapter three, Turning info into info, explains that uncooked information could be in lots of diversified codecs and will be of various volume and caliber. occasionally, we're crushed via info, and occasionally we fight to get each final drop of knowledge from our information. For info to develop into info, it calls for a few significant constitution. during this bankruptcy, we'll introduce a few wide issues comparable to colossal information, facts homes, facts assets, and information processing and analysis.

Chapter four, versions – studying from details, takes you thru the logical models—
where we discover a logical language and create a speculation area mapping, tree
models – the place we'll locate that they are often utilized to a variety of initiatives and
are either descriptive and simple to interpret; and rule versions – the place we speak about both
ordered rule record- and unordered rule set-based models.

Chapter five, Linear types, introduces essentially the most time-honored versions that
forms the root of many complicated nonlinear concepts, akin to support
vector machines and neural networks. during this bankruptcy, we are going to research a few of the
most universal options in desktop studying. we'll create hypothesis
representations for linear and logistic regression.

Chapter 6, Neural Networks, introduces the robust desktop studying set of rules of
artificial neural networks. we'll see how those networks are a simplified model
of neurons within the brain.

Chapter 7, good points – How Algorithms See the area, is going in the course of the differing kinds of
feature—the Quantitative, Ordinal, and specific gains. we are going to additionally examine the
Structured and reworking gains in detail.

Chapter eight, studying with Ensembles, explains the explanation at the back of the inducement for
creating laptop studying ensembles, which comes from transparent intuitions and is
grounded in a wealthy theoretical background. the categories of computer studying ensemble that
can be created are as varied because the types themselves, and the most considerations
revolve round 3 issues: how we divide our facts, how we opt for the types, and
the tools we use to mix their results.

Chapter nine, layout thoughts and Case reviews, seems to be at a few layout options to ensure
your laptop studying purposes practice optimally. we are going to study version selection
and parameter tuning recommendations, and observe them to numerous case stories.

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Download web2py Application Development Cookbook by Richard Gordon, Pablo Martin Mulone, Mariano Reingart, PDF

By Richard Gordon, Pablo Martin Mulone, Mariano Reingart, Visit Amazon's Bruno Cezar Rocha Page, search results, Learn about Author Central, Bruno Cezar Rocha, , Jonathan Lundell, Michele Comitini, Massimo Di Pierro

ISBN-10: 1849515468

ISBN-13: 9781849515467

This can be a cookbook and you can learn the chapters in any order. The recipes don't need to be learn sequentially. There are a superb volume of code examples and proper screenshots to ease studying pains. the objective viewers are Python builders with simple wisdom of web2py who are looking to achieve extra wisdom of web2py

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