Category: Python

Download E-books Learning Data Mining with Python PDF

Harness the facility of Python to investigate info and create insightful predictive models

About This Book

  • Learn facts mining in functional phrases, utilizing a wide selection of libraries and techniques
  • Learn how to define, manage, and learn info utilizing Python
  • Step-by-step directions on developing real-world functions of knowledge mining techniques

Who This ebook Is For

If you're a programmer who desires to start with information mining, then this publication is for you.

What you'll Learn

  • Apply facts mining techniques to real-world problems
  • Predict the end result of activities suits in accordance with previous results
  • Determine the writer of a rfile in keeping with their writing style
  • Use APIs to obtain datasets from social media and different on-line services
  • Find and extract reliable good points from tricky datasets
  • Create types that resolve real-world problems
  • Design and advance facts mining purposes utilizing numerous datasets
  • Set up reproducible experiments and generate powerful results
  • Recommend videos, on-line celebrities, and information articles according to own preferences
  • Compute on colossal facts, together with real-time info from the Internet

In Detail

The subsequent step within the info age is to realize insights from the deluge of information coming our manner. info mining offers a manner of discovering this perception, and Python is without doubt one of the most well-liked languages for facts mining, delivering either strength and adaptability in analysis.

This publication teaches you to layout and increase information mining purposes utilizing numerous datasets, beginning with simple category and affinity research. subsequent, we flow directly to extra complicated info forms together with textual content, photos, and graphs. In each bankruptcy, we create types that remedy real-world problems.

There is a wealthy and sundry set of libraries to be had in Python for info mining. This e-book covers a mess, together with the IPython computing device, pandas, scikit-learn and NLTK.

Each bankruptcy of this ebook introduces you to new algorithms and methods. via the tip of the booklet, you'll achieve a wide perception into utilizing Python for info mining, with a superb wisdom and figuring out of the algorithms and implementations.

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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 method for studying Python. keep on with it and you'll succeed-just just like the thousands of novices Zed has taught thus far! You convey the self-discipline, dedication, and patience; the writer offers every little thing else.

 

In Learn Python the difficult method, 3rd Edition, you will study Python by way of operating via fifty two brilliantly crafted routines. learn them. variety their code precisely. (No copying and pasting!) repair your errors. Watch the courses run. As you do, you are going to learn the way software program works; what strong courses appear like; the right way to learn, write, and examine code; and the way to discover and fasten your error utilizing methods specialist programmers use. most significantly, you will examine the subsequent, that you have to commence writing very good 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 buildings utilizing lists and dictionaries
  • Program design
  • Object-oriented programming
  • Inheritance and composition
  • Modules, sessions, and objects
  • Python packaging
  • Debugging
  • Automated testing
  • Basic online game development
  • Basic internet development

It'll be not easy at the start. yet quickly, you are going to simply get it-and that might believe nice!

 

This educational will present you for each minute you place into it. quickly, you are going to be aware of one of many world's strongest, well known programming languages. you will be a Python programmer.

 

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

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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 laptop technological know-how. The authors have selected Python for its simplicity, robust integrated info buildings, complex keep watch over 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 topic, the textual content permits readers to paintings on actual difficulties utilizing Internet-sourced or self-generated info units that symbolize their very own paintings and pursuits. The authors additionally emphasize application improvement and supply readers of all backgrounds with a pragmatic beginning in programming that swimsuit their wishes. between different alterations, the Third Edition features a swap to the Anaconda distribution, the SPYDER IDE, and a spotlight on debugging and GUIs.

 

Also available with MyProgrammingLab

MyProgrammingLab is an internet studying procedure designed to interact scholars and enhance effects. MyProgrammingLab comprises a collection of programming workouts correlated to precise Pearson CS1/Intro to Programming textbooks. via perform workouts and instant, custom-made suggestions, MyProgrammingLab improves the programming competence of starting scholars who usually fight with the fundamental ideas of programming languages.

 

Note: you're deciding to buy a standalone product; MyLab & Mastering doesn't come packaged with this content material. scholars, if drawn to procuring this name with MyLab & getting to know, ask your teacher for the right kind package deal ISBN and path identity. teachers, touch your Pearson consultant for additional information.

If you ought to buy boththe actual textual content and MyLab & studying, 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

 

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Download E-books Hello World!: Computer Programming for Kids and Other Beginners PDF

By Warren Sande

SUMMARY

A light yet thorough creation to the area of desktop programming, it's written in language a 12-year-old can stick with, yet someone who desires to find out how to software a working laptop or computer can use it. Even adults. Written by way of Warren Sande and his son, Carter, and reviewed via specialist educators, this booklet is kid-tested and parent-approved.

ABOUT THIS BOOK

Learn to speak on your computing device in its personal language! no matter if you need to create a video game, begin a company, or clear up an immense challenge, step one is studying to jot down your personal courses. Programming is a enjoyable problem, and it is easy to get started!

This up-to-date and revised variation of Hello World! introduces the area of computing device programming in a transparent and fascinating sort. Written via Warren Sande and his son, Carter, it's packed with examples that would get you considering and studying. Reviewed by means of specialist educators, this publication is kid-tested and parent-approved. you do not need to grasp whatever approximately programming to exploit the e-book, simply the fundamentals of utilizing a working laptop or computer. should you can begin a software and keep a dossier, you may be off and running!

Purchase of the print publication incorporates a loose book in PDF, Kindle, and ePub codecs from Manning Publications.

WHAT'S INSIDE

  • Explains suggestions in transparent language
  • Lots of images, cartoons, and enjoyable examples
  • Complete set of perform questions and exercises
  • Illustrated in complete color

Hello World! makes use of Python, a programming language designed to be effortless to benefit. utilizing enjoyable examples, it brings to lifestyles techniques of computing— looping, judgements, enter and output, info constructions, graphics—and many more.

ABOUT THE AUTHORS

Warren Sande is an digital structures engineer who makes use of Python either as a "do something" scripting language and in order to train pcs and programming. Carter Sande is a highschool scholar who's obsessed with know-how. while he isn't solving his school's community and aiding his classmates recuperate misplaced homework, he loves to journey his motorcycle and write unfashionable video games.

TABLE OF CONTENTS

  1. Getting Started
  2. Remember This: reminiscence and Variables
  3. Basic Math
  4. Types of Data
  5. Input
  6. GUIs—Graphical person Interfaces
  7. Decisions, Decisions
  8. Loop the Loop
  9. Just for You—Comments
  10. Game Time
  11. Nested and Variable Loops
  12. Collecting issues Together—Lists and Dictionaries
  13. Functions
  14. Objects
  15. Modules
  16. Graphics
  17. Sprites and Collision Detection
  18. A New type of Input—Events
  19. Sound
  20. More GUIs
  21. Print Formatting and Strings
  22. File enter and Output
  23. Take a Chance—Randomness
  24. Computer Simulations
  25. Skier Explained
  26. Python Battle
  27. What's Next?

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Download E-books Derivatives Analytics with Python: Data Analysis, Models, Simulation, Calibration and Hedging (The Wiley Finance Series) PDF

Supercharge suggestions analytics and hedging utilizing the ability of Python

Derivatives Analytics with Python indicates you ways to enforce market-consistent valuation and hedging techniques utilizing complicated monetary versions, effective numerical strategies, and the robust functions of the Python programming language. This designated advisor deals distinctive reasons of all thought, tools, and strategies, supplying you with the heritage and instruments essential to worth inventory index concepts from a legitimate starting place. you will discover and use self-contained Python scripts and modules and find out how to practice Python to complex information and derivatives analytics as you enjoy the 5,000+ strains of code which are supplied that will help you reproduce the consequences and pictures offered. assurance contains marketplace information research, risk-neutral valuation, Monte Carlo simulation, version calibration, valuation, and dynamic hedging, with types that express stochastic volatility, bounce parts, stochastic brief charges, and extra. The better half web site good points all code and IPython Notebooks for fast execution and automation.

Python is gaining floor within the derivatives analytics area, permitting associations to fast and successfully bring portfolio, buying and selling, and danger administration effects. This booklet is the finance professional's consultant to exploiting Python's features for effective and appearing derivatives analytics.

  • Reproduce significant stylized proof of fairness and recommendations markets yourself
  • Apply Fourier rework thoughts and complicated Monte Carlo pricing
  • Calibrate complicated choice pricing types to industry data
  • Integrate complex versions and numeric the right way to dynamically hedge options

Recent advancements within the Python atmosphere let analysts to enforce analytics projects as appearing as with C or C++, yet utilizing in basic terms approximately one-tenth of the code or maybe much less. Derivatives Analytics with Python — information research, types, Simulation, Calibration and Hedging indicates you what you must recognize to supercharge your derivatives and probability analytics efforts.

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Download E-books Learn Python Visually PDF

By Ivelin Demirov

The mind procedures visible info 60,000 instances swifter than text!!! visible newbies keep info fairly another way compared to their left brained opposite numbers allowing them to profit extra from assorted techniques. This ebook will visualize Python like by no means ahead of and that i cannot look ahead to you to attempt it.

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Download E-books Bioinformatics Programming Using Python: Practical Programming for Biological Data PDF

By Mitchell L. Model

Powerful, versatile, and straightforward to take advantage of, Python is a perfect language for construction software program instruments and purposes for all times technology learn and improvement. This designated booklet exhibits you the way to software with Python, utilizing code examples taken without delay from bioinformatics. very quickly, you can be utilizing subtle thoughts and Python modules which are rather potent for bioinformatics programming.

Bioinformatics Programming utilizing Python is ideal for someone concerned with bioinformatics -- researchers, help employees, scholars, and software program builders drawn to writing bioinformatics functions. you can find it priceless even if you already use Python, write code in one other language, or don't have any programming adventure in any respect. it truly is an outstanding self-instruction device, in addition to a convenient reference whilst dealing with the demanding situations of real-life programming tasks.

  • Become accustomed to Python's basics, together with how one can strengthen uncomplicated applications
  • Learn the best way to use Python modules for development matching, dependent textual content processing, on-line info retrieval, and database access
  • Discover generalized styles that hide a wide share of the way Python code is utilized in bioinformatics
  • Learn find out how to observe the rules and strategies of object-oriented programming
  • Benefit from the "tips and traps" part in each one chapter

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Download E-books Mastering Python Design Patterns PDF

Create a variety 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 elements of Python layout patterns

Who This booklet Is For

This publication is for Python programmers with an intermediate history and an curiosity in layout styles applied in idiomatic Python. Programmers of alternative languages who're attracted 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 designate how issues are performed in Python.

What you are going to Learn

  • Explore manufacturing unit technique and summary manufacturing facility for item creation
  • Clone items 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 tactic pattern
  • Extend an item with no subclassing utilizing the Decorator pattern
  • Keep the good judgment decoupled from the UI utilizing the MVC pattern

In Detail

Python is an object-oriented, scripting language that's utilized in wide selection of different types. In software program engineering, a layout trend is a suggested approach to a software program layout challenge. even if now not new, layout styles stay one of many preferred 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 booklet will take you thru every layout trend defined with the aid of real-world examples. the purpose of the booklet is to introduce extra low-level element and ideas on tips on how to write Pythonic code, not only concentrating on universal suggestions as carried out in Java and C++. It comprises small sections on troubleshooting, top practices, approach structure, and its layout features. With the aid of this publication, it is possible for you to to appreciate Python layout trend thoughts and the framework, in addition to concerns and their answer. you will specialise in all sixteen layout styles which are used to resolve daily problems.

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Download E-books Building Probabilistic Graphical Models with Python PDF

By Kiran R Karkera

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

About This Book

  • Stretch the boundaries of laptop studying via studying how graphical types supply an perception on specific difficulties, specifically in excessive measurement components comparable to photo processing and NLP
  • Solve real-world difficulties utilizing Python libraries to run inferences utilizing graphical models
  • A useful, step by step advisor that introduces readers to illustration, inference, and studying utilizing Python libraries most suitable to every task

Who This booklet Is For

If you're a info scientist who is aware approximately desktop studying and wish to reinforce your wisdom of graphical versions, akin to Bayes community, so one can use them to resolve real-world difficulties utilizing Python libraries, this ebook is for you.This e-book is meant in the event you have a few Python and desktop studying adventure, 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 types can trump robust classifiers in sure problems

In Detail

With the expanding prominence in laptop studying and knowledge technological know-how functions, probabilistic graphical versions are a brand new device that laptop studying clients can use to find and examine buildings in advanced difficulties. the range of instruments and algorithms less than the PGM framework expand to many domain names reminiscent of typical language processing, speech processing, snapshot processing, and illness diagnosis.

You've most likely heard of graphical types sooner than, and you are willing to aim out new landscapes within the computing device studying sector. This booklet offers sufficient heritage info to start on graphical types, whereas conserving the mathematics to a minimum.

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Download E-books Python Cookbook, Third edition PDF

By Brian K. Jones

If you would like support writing courses in Python three, or are looking to replace older Python 2 code, this e-book is simply the price ticket. filled with useful recipes written and demonstrated with Python 3.3, this certain cookbook is for knowledgeable Python programmers who are looking to specialise in sleek instruments and idioms.

Inside, you’ll locate entire recipes for greater than a dozen themes, protecting the center Python language in addition to initiatives universal to a large choice of software domain names. every one recipe includes code samples you should use on your tasks immediately, in addition to a dialogue approximately how and why the answer works.

Topics include:

  • Data constructions and Algorithms
  • Strings and Text
  • Numbers, Dates, and Times
  • Iterators and Generators
  • Files and I/O
  • Data Encoding and Processing
  • Functions
  • Classes and Objects
  • Metaprogramming
  • Modules and Packages
  • Network and internet Programming
  • Concurrency
  • Utility Scripting and procedure Administration
  • Testing, Debugging, and Exceptions
  • C Extensions

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