Download E-books Learn Python the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code (3rd Edition) (Zed Shaw's Hard Way Series) PDF

You Will Learn Python!

 

Zed Shaw has perfected the world's most sensible approach for studying Python. keep on with it and you may succeed-just just like the millions of newbies Zed has taught thus far! You deliver the self-discipline, dedication, and patience; the writer provides every thing else.

 

In Learn Python the difficult manner, 3rd Edition, you are going to research Python by means of operating via fifty two brilliantly crafted workouts. learn them. variety their code precisely. (No copying and pasting!) repair your errors. Watch the courses run. As you do, you will learn the way software program works; what solid courses seem like; how you can learn, write, and view code; and the way to discover and fasten your error utilizing tips specialist programmers use. most significantly, you are going to examine the subsequent, that you have to begin writing first-class Python software program of your own:

  • Installing a whole Python environment
  • Organizing and writing code
  • Basic mathematics
  • Variables
  • Strings and text
  • Interacting with users
  • Working with files
  • Looping and logic
  • Data constructions utilizing lists and dictionaries
  • Program design
  • Object-oriented programming
  • Inheritance and composition
  • Modules, sessions, and objects
  • Python packaging
  • Debugging
  • Automated testing
  • Basic video game development
  • Basic internet development

It'll be difficult firstly. yet quickly, you will simply get it-and that might suppose nice!

 

This instructional will gift you for each minute you place into it. quickly, you are going to be aware of one of many world's strongest, renowned programming languages. you may be a Python programmer.

 

Watch Zed, too! The accompanying DVD comprises five+ hours of passionate, robust educating: an entire Python video course!

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Download E-books Foundations of Agile Python Development (Expert's Voice in Open Source) PDF

By Jeff Younker

You’ve lengthy been enamored with the Python language, and feature mastered its many nuances. but whatever looks missing—a productiveness increase that you just be aware of is feasible yet you’re unsure the way to pass approximately it. This used to be the sentiment of such a lot of builders sooner than getting to know Agile programming paradigm, which embraces thoughts corresponding to automation, powerful code administration, and test–driven development.

Foundations of Agile Python Development is the 1st booklet to use those sought–after rules to Python builders, introducing either the instruments and methods equipped and supported by way of the Python group. Authored by means of Jeff Younker, a well–known member of Python’s agile neighborhood who's maybe most sensible identified for his production of a well-liked Python trying out framework, this e-book is bound to be successful between readers who can have reached their limits of information concerning the Python language, but are searching for to enhance their knowing of ways sound procedures can advance productiveness to unheard of heights.

What you’ll learn

  • Understand why the Agile move is expanding productiveness and reducing programmer rigidity the realm around
  • Use Eclipse and Subversion so as to add an entire new point of potency for your day-by-day programming activities
  • Change your viewpoint on trying out from an important evil to a compelling and an important a part of your improvement process
  • Automate your construct strategy, casting off a lot of the tedium surrounding checking out and deployment tasks

Who this booklet is for

Python builders trying to reap the benefits of effective developer instruments and strategies to spice up productiveness.

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Download E-books Think Python: How to Think Like a Computer Scientist PDF

If you need to how one can application, operating with Python is a wonderful technique to begin. This hands-on consultant takes you thru the language a step at a time, starting with simple programming strategies earlier than relocating directly to features, recursion, information constructions, and object-oriented layout. This moment version and its assisting code were up to date for Python 3.

Through routines in each one bankruptcy, you’ll test programming suggestions as you examine them. imagine Python is perfect for college kids on the highschool or university point, in addition to self-learners, home-schooled scholars, and execs who have to research programming fundamentals. newcomers simply getting their ft rainy will how you can commence with Python in a browser.

  • Start with the fundamentals, together with language syntax and semantics
  • Get a transparent definition of every programming concept
  • Learn approximately values, variables, statements, features, and knowledge buildings in a logical progression
  • Discover tips to paintings with documents and databases
  • Understand gadgets, equipment, and object-oriented programming
  • Use debugging innovations to mend syntax, runtime, and semantic errors
  • Explore interface layout, facts buildings, and GUI-based courses via case studies

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Download E-books Getting Started with Python and Raspberry Pi PDF

Learn to layout and enforce trustworthy Python purposes at the Raspberry Pi utilizing quite a number exterior libraries, the Raspberry Pis GPIO port, and the digicam module

About This Book

  • Learn the basics of Python scripting and alertness programming
  • Design basic command-line and graphical person interfaces
  • A step by step consultant to studying Python programming with the Pi

Who This ebook Is For

This publication is designed when you are unusual with the paintings of Python improvement and wish to get to grasp their method around the language and the various extra libraries that let you get a whole software up and operating in no time.

What you are going to Learn

  • Fundamentals of Python applications
  • Designing functions for multi-threading
  • Interacting with electronics and actual devices
  • Debugging functions after they move wrong
  • Packaging and fitting Python modules
  • User interface layout utilizing Qt
  • Building effortless to exploit command-line interfaces
  • Connecting purposes to the Internet

In Detail

The Raspberry Pi is likely one of the smallest and so much reasonable unmarried board pcs that has taken over the area of pastime electronics and programming, and the Python programming language makes this the precise platform to begin coding with.

The publication will begin with a short advent to Raspberry Pi and Python. we are going to direct you to the reliable documentation that is helping you put up your Raspberry Pi with the mandatory apparatus corresponding to the computer screen, keyboard, mouse, energy provide, etc. it is going to then dive correct into the fundamentals of Python programming. Later, it is going to concentrate on different Python projects, for example, interfacing with undefined, GUI programming, and extra. when you get better versed with the elemental programming, the booklet will then educate you to boost Python/Raspberry Pi applications.

By the top of this publication, it is possible for you to to advance Raspberry Pi purposes with Python and should have sturdy realizing of Python programming for Raspberry Pi.

Style and approach

An easy-to-follow advent to Python scripting and alertness improvement via transparent conceptual reasons subsidized up through real-world examples at the Raspberry Pi.

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Download E-books Mastering Python for Data Science PDF

Explore the realm of knowledge technological know-how via Python and how you can make feel of data

About This Book

  • Master information technological know-how tools utilizing Python and its libraries
  • Create info visualizations and mine for patterns
  • Advanced options for the 4 basics of information technological know-how with Python - info mining, info research, facts visualization, and laptop learning

Who This publication Is For

If you're a Python developer who desires to grasp the area of information technology then this ebook is for you. a few wisdom of information technological know-how is assumed.

What you are going to Learn

  • Manage info and practice linear algebra in Python
  • Derive inferences from the research by means of acting inferential statistics
  • Solve information technological know-how difficulties in Python
  • Create high-end visualizations utilizing Python
  • Evaluate and observe the linear regression strategy to estimate the relationships between variables.
  • Build suggestion engines with some of the collaborative filtering algorithms
  • Apply the ensemble ways to increase your predictions
  • Work with gigantic information applied sciences to deal with info at scale

In Detail

Data technology is a comparatively new wisdom area that is utilized by a number of organisations to make info pushed judgements. info scientists need to put on quite a few hats to paintings with facts and to derive price from it. The Python programming language, past having conquered the medical group within the final decade, is now an critical software for the information technological know-how practitioner and a must-know software for each aspiring facts scientist. utilizing Python will provide you with a quick, trustworthy, cross-platform, and mature atmosphere for info research, computer studying, and algorithmic challenge solving.

This complete consultant is helping you progress past the hype and go beyond the idea by means of giving you a hands-on, complicated examine of information science.

Beginning with the necessities of Python in facts technology, you are going to discover ways to deal with info and practice linear algebra in Python. you are going to stream directly to deriving inferences from the research through acting inferential statistics, and mining information to bare hidden styles and developments. you are going to use the matplot library to create high-end visualizations in Python and discover the basics of computing device studying. subsequent, you are going to practice the linear regression strategy and likewise learn how to practice the logistic regression strategy to your purposes, earlier than growing advice engines with quite a few collaborative filtering algorithms and bettering your predictions through using the ensemble methods.

Finally, you'll practice K-means clustering, in addition to an research of unstructured facts with varied textual content mining recommendations and leveraging the facility of Python in sizeable info analytics.

Style and approach

This publication is an easy-to-follow, complete consultant on info technological know-how utilizing Python. the subjects lined within the booklet can all be utilized in actual global scenarios.

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Download E-books IPython Notebook Essentials PDF

Compute medical info and execute code interactively with NumPy and SciPy

About This Book

  • Perform Computational research interactively
  • Create caliber screens utilizing matplotlib and Python information Analysis
  • Step-by-step advisor with a wealthy set of examples and an intensive presentation of The IPython Notebook

Who This ebook Is For

If you're a expert, scholar, or educator who desires to discover ways to use IPython laptop as a device for technical and clinical computing, visualization, and information research, this is often the e-book for you. This booklet will end up necessary for someone that should do computations in an agile environment.

What you'll Learn

  • Quickly set up and start with IPython Notebook
  • Create interactive widgets within the Notebook
  • Master the Notebook's interface and navigation features
  • Create publication-quality graphs and screens of information with matplotlib
  • Add media to the laptop with IPython's wealthy demonstrate System
  • Accelerate code utilizing NumbaPro and concurrent computing
  • Perform complicated clinical computations with SciPy
  • Work with information within the pc with pandas

In Detail

In facts technological know-how, it truly is tough to offer attention-grabbing visible or technical content material, because it includes clinical notations that aren't effortless to variety in a standard rfile layout. IPython presents an internet UI known as computer, which creates a operating atmosphere for interactive computing that mixes code execution with computational files. IPython computer makes the duty easier because it was once constructed for clinical programming to resolve better difficulties via a chain of smaller courses. IPython computing device is used to profit Python in a enjoyable and interactive manner and to do a little critical parallel / technical computing.

The publication starts with an advent to the effective use of IPython computer for interactive computation. The booklet then specializes in the combination of applied sciences equivalent to matplotlib, pandas, and SciPy. The publication is geared toward empowering you to paintings with IPython pc for interactive computing, configuring it, growing your personal notebooks / learn files. you are going to find out how IPython permits you to practice effective computations via examples with NumPy, facts research with pandas, and visualization with matplotlib.

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Download E-books Building Machine Learning Systems with Python PDF

As the large information explosion maintains at a virtually incomprehensible fee, having the ability to comprehend and technique it turns into much more not easy. With construction computer studying structures with Python, you are going to study every little thing you must take on the fashionable information deluge - by means of harnessing the original functions of Python and its huge diversity of numerical and medical libraries, it is possible for you to to create complicated algorithms which could 'learn' from facts, permitting you to discover styles, make predictions, and achieve a closer figuring out of your facts.

Featuring a wealth of real-world examples, this publication offers supplies with an available direction into Python computer studying. examine the Iris dataset, the right way to construct advanced classifiers, and familiarize yourself with clustering via sensible examples that convey complicated rules with readability. Dig deeper into computing device studying, and detect tips on category and regression, with functional desktop studying tasks outlining potent suggestions for sentiment research and basket research. The publication additionally takes you thru the most recent in computing device imaginative and prescient, demonstrating how photo processing can be utilized for development attractiveness, in addition to displaying you ways to get a clearer photo of your facts and tendencies by utilizing dimensionality reduction.

Keep up to the mark with probably the most intriguing traits to emerge from the realm of knowledge technological know-how and dig deeper into your information with Python with this exact information technological know-how tutorial.

  • Learn easy methods to create desktop studying algorithms utilizing the pliability of Python
  • Get to grips with scikit-learn and different Python medical libraries that aid computer studying projects
  • Employ computing device imaginative and prescient utilizing mahotas for snapshot processing to help you discover styles and tendencies on your data
  • Learn subject modelling and construct a subject version for Wikipedia
  • Analyze Twitter information utilizing sentiment analysis
  • Get to grips with class and regression with real-world examples

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Download E-books Instant Data Intensive Apps with pandas How-to PDF

By Trent Hauck

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

Overview

  • Learn anything new straight away! a quick, quick, concentrated advisor supplying fast results
  • Follow easy recipes that would educate universal initiatives whilst appearing information research with Pandas
  • Build a knowledge product for exhibiting info over the web
  • Create visualizations of the information together with exhibiting tables and line graphs

In Detail

Pandas is helping to relieve a surely complicated state of affairs in information analytics libraries. Many incumbent languages are usually not approachable or are particularly unproductive usually computing projects compared to Python. notwithstanding with Pandas it is simple to start operating with tabular datasets in a language that is more uncomplicated to profit and use.

Instant information in depth Apps with Pandas How-to starts off with Pandas’ functionalities reminiscent of becoming a member of datasets, cleansing info, and different information munging projects. It quick strikes onto construction a knowledge reporting software, which is composed of research in Pandas to figure out what’s proper and current that suitable information in an easy-to-consume manner.

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

Throughout this ebook the recipes are offered in a dependent method. It starts off with info transformation thoughts, yet builds as much as extra advanced examples akin to acting statistical research and integrating Pandas items with net purposes. the opposite recipes disguise visualization and desktop studying, between different things.

Instant info in depth Apps with Pandas How-to gets the reader up and working quick with Pandas and placed the person able to stream up the educational curve faster.

What you are going to research from this book

  • Learn information manipulation in Pandas together with subsetting info, facts transformation, and knowledge reshaping
  • Combine information units to get an concept of what the output with tabular information seems like
  • Perform mixture facts operations reminiscent of 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 online software to reveal Pandas info in an online page

Approach

Filled with sensible, step by step directions and transparent causes for crucial and valuable projects. This e-book has a realistic strategy with step by step recipes to aid readers familiarize yourself with Pandas.

Who this e-book is written for

Users of different information research instruments will locate price in seeing projects they generally come across translated to Pandas and clients of Python will come across an creation to a really amazing instrument in a syntax they inherently recognize. by way of basic talents, it really is assumed that the reader knows simple info buildings reminiscent of arrays or lists dictionaries or hash map in addition to having a few realizing of command line paintings. fitting Pandas isn't really coated, however the on-line documentation is simple. additionally, readers are inspired to take advantage of IPython to have interaction and scan with the code.

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Download E-books Python Algorithms: Mastering Basic Algorithms in the Python Language PDF

Python Algorithms, moment Edition explains the Python method of set of rules research and layout. Written by means of Magnus Lie Hetland, writer of Beginning Python, this ebook is sharply inquisitive about classical algorithms, however it additionally supplies a fantastic knowing of basic algorithmic problem-solving thoughts.

The publication bargains with essentially the most vital and difficult parts of programming and desktop technological know-how in a hugely readable demeanour. It covers either algorithmic idea and programming perform, demonstrating how thought is mirrored in genuine Python courses. recognized algorithms and knowledge buildings which are outfitted into the Python language are defined, and the consumer is proven the best way to enforce and assessment others.

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Download E-books Python Testing: Beginner's Guide PDF

The booklet starts with the very foundations of automatic checking out, and expands on them till the best-practice instruments and methods are absolutely lined. New innovations are illustrated with step by step hands-on workouts. checking out should be more straightforward and extra stress-free with this beginner's consultant. while you're a Python developer and need to put in writing exams on your functions, this booklet gets you all started and express you the best way to profit checking out. you want to have sound Python programming wisdom to keep on with alongside. An expertise of software program checking out will be stable, yet no formal wisdom of checking out is anticipated nor do you want to have any wisdom of the libraries mentioned within the publication.

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