Category: Python

Building Machine Learning Systems with Python - download pdf or read online

By Willi Richert, Luis Pedro Coelho

ISBN-10: 1782161406

ISBN-13: 9781782161400

Master the artwork of computing device studying with Python and construct potent computer studying structures with this in depth hands-on consultant

Overview
• grasp desktop studying utilizing a wide set of Python libraries and begin construction your personal Python-based ML systems.
• Covers category, regression, characteristic engineering, and masses extra guided via functional examples.
• A scenario-based instructional to get into the precise frame of mind of a computing device learner (data exploration) and effectively enforce this on your new or present projects.

In Detail

Machine studying, the sphere of establishing platforms that research from information, is exploding on the internet and somewhere else. Python is a superb language during which to improve computing device studying purposes. As a dynamic language, it allows speedy exploration and experimentation and increasingly more computer studying libraries are built for Python.

Building desktop studying approach with Python exhibits you precisely how to define styles via uncooked information. The e-book begins by way of brushing up in your Python ML wisdom and introducing libraries, after which strikes directly to extra severe initiatives on datasets, Modelling, concepts, enhancing techniques via examples and crusing via sound and snapshot processing in detail.

Using open-source instruments and libraries, readers will the way to follow the way to textual content, photographs, and sounds. additionally, you will the way to overview, examine, and select laptop studying techniques

Written for Python programmers, development computer studying structures with Python teaches you ways to take advantage of open-source libraries to resolve actual issues of computing device studying. The booklet relies on real-world examples that the consumer can construct on.

Readers will how one can write courses that classify the standard of StackOverflow solutions or even if a tune dossier is Jazz or steel. they'll research regression, that's established on the way to suggest videos to clients. complex themes akin to subject modeling (finding a text’s most vital topics), basket research, and cloud computing are lined in addition to many different fascinating aspects.

Building laptop studying platforms with Python provides you with the instruments and knowing required to construct your individual platforms, that are adapted to unravel your problems.

What you'll examine from this book
• construct a class process that may be utilized to textual content, photos, or sounds
• Use scikit-learn, a Python open-source library for laptop learning
• discover the mahotas library for snapshot processing and machine vision
• construct a subject version of the full of Wikipedia
• become familiar with thoughts utilizing the basket analysis
• Use the Jug package deal for information analysis
• hire Amazon internet providers to run analyses at the cloud
• suggest items to clients in response to previous purchases

Approach

A functional, scenario-based instructional, this e-book might help you familiarize yourself with computer studying with Python and begin development your personal laptop studying tasks. by means of the tip of the ebook you've gotten learnt serious elements of computing device studying Python initiatives and skilled the ability of ML-based structures by way of really engaged on them.

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Fabrizio Romano's Learning Python PDF

By Fabrizio Romano

ISBN-10: 1783551712

ISBN-13: 9781783551712

Key Features

research the basics of programming with Python – the most effective languages ever created
improve a robust set of programming abilities that you'll be capable of convey in any state of affairs, on each platform, due to Python's portability
Create impressive purposes of all variety, from web pages to scripting, and from GUIs to info science

Book Description

Learning Python has a dynamic and sundry nature. It reads simply and lays a very good origin in the event you have an interest in digging deeper. It has a pragmatic and example-oriented process during which either the introductory and the complicated issues are defined. beginning with the basics of programming and Python, it ends through exploring very diversified issues, like GUIs, net apps and knowledge technological know-how. The ebook takes you all of the technique to making a absolutely fledged application.

The publication starts off by means of exploring the necessities of programming, facts buildings and teaches you ways to govern them. It then strikes directly to controlling the movement of a software and writing reusable and mistake evidence code. you'll then discover diverse programming paradigms that may let you locate the simplest method of any state of affairs, and likewise the way to practice functionality optimization in addition to powerful debugging. all through, the e-book steers you thru a few of the different types of purposes, and it concludes with a whole mini site equipped upon all of the recommendations that you just learned.
What you'll learn

Get Python up and working on home windows, Mac, and Linux in no time
clutch the elemental suggestions of coding, besides the fundamentals of knowledge constructions and keep an eye on flow.
Write stylish, reusable, and effective code in any situation
comprehend while to take advantage of the useful or the item orientated programming approach
Create bulletproof, trustworthy software program via writing exams to aid your code
discover examples of GUIs, scripting, facts technology and internet applications
discover ways to be self sufficient, in a position to fetching any source you wish, in addition to dig deeper

About the Author

Fabrizio Romano was once born in Italy in 1975. He holds a master's measure in machine technological know-how engineering from the college of Padova. he's additionally a professional Scrum master.

Before Python, he has labored with numerous different languages, comparable to C/C++, Java, Hypertext Preprocessor, and C#.

In 2011, he moved to London and commenced operating as a Python developer for Glasses Direct, one in all Europe's best on-line prescription glasses retailers.

He then labored as a senior Python developer for TBG (now Sprinklr), one of many world's major businesses in social media advertisements. At TBG, he and his group collaborated with fb and Twitter. They have been the 1st on the earth to get entry to the Twitter advertisements API. He wrote the code that released the 1st geo-narrowcasted promoted tweet on the earth utilizing the API.

He at present works as a senior platform developer at Student.com, an organization that's revolutionizing the way in which overseas scholars locate their ideal domestic all over the world.

He has brought talks on instructing Python and TDD with Python on the final versions of EuroPython and at Skillsmatter in London.
Table of Contents

advent and primary Steps – Take a Deep Breath
integrated facts Types
Iterating and Making Decisions
features, the construction Blocks of Code
Saving Time and Memory
complex innovations – OOP, Decorators, and Iterators
trying out, Profiling, and working with Exceptions
the sides – GUIs and Scripts
facts Science
net improvement performed Right
Debugging and Troubleshooting
Summing Up – a whole Example

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New PDF release: Think Python

By Allen B. Downey

With a view to how one can software, operating with Python is a wonderful strategy to commence. This hands-on advisor takes you thru the language one step at a time, starting with uncomplicated programming techniques prior to relocating directly to services, recursion, info buildings, and object-oriented design.

Through routines in every one bankruptcy, you’ll try programming recommendations as you study them. Think 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 study programming basics.
* begin with the fundamentals, together with language syntax and semantics
* Get a transparent definition of every programming thought
* research values, variables, statements, features, and information constructions in a logical development
* realize the best way to paintings with documents and databases
* comprehend items, equipment, and object-oriented programming
* Use debugging options to mend syntax, runtime, and semantic error
* discover interface layout, facts buildings, and GUI-based courses via case reports

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New PDF release: Mastering SciPy

By Francisco J. Blanco-Silva

ISBN-10: 1783984740

ISBN-13: 9781783984749

Approximately This publication grasp the idea and algorithms at the back of numerical recipes and the way they are often utilized to real-world difficulties learn how to mix the main applicable integrated capabilities from the SciPy stack via knowing the relationship among the resources of your challenge, quantity of knowledge, or computing device structure A entire assurance of the entire mathematical concepts had to clear up the offered themes, with a dialogue of the appropriate algorithms in-built the SciPy stack Who This publication Is For while you're a certified with a skillability in Python and familiarity with IPython, this e-book is for you. a few easy wisdom of numerical tools in medical computing will be invaluable. What you are going to examine grasp suitable algorithms utilized in symbolic or numerical arithmetic to handle the approximation, interpolation, and optimization of scalar or multi-variate features advance diversified algorithms and techniques to successfully shop and manage huge matrices of information, with the intention to fixing a number of difficulties in numerical linear algebra know how to version actual issues of platforms of differential equations and distinguish the criteria that dictate the thoughts to resolve them numerically practice statistical research, inference, facts mining, and laptop studying at better point, and observe those to real-world difficulties Adapt important rules in computational geometry like Delaunay triangulations, Voronoi diagrams, geometric question difficulties, or Bezier curves, and practice them to varied engineering difficulties make yourself familiar with diversified how you can characterize and compress photos, in addition to concepts utilized in snapshot processing, together with version, recovery, in portray, segmentation, or function attractiveness intimately The SciPy stack is a suite of open resource libraries of the strong scripting language Python, including its interactive shells. This surroundings deals a state of the art platform for

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Lean Python: Learn Just Enough Python to Build Useful Tools - download pdf or read online

By Paul Gerrard

ISBN-10: 1484223845

ISBN-13: 9781484223840

ISBN-10: 1484223853

ISBN-13: 9781484223857

Learn purely the fundamental points of Python with out cluttering up your brain with gains you'll by no means use. This compact e-book isn't really a "best method to write code" kind of e-book; particularly, the writer is going over his most-used capabilities, that are all you must recognize as a newbie and a few means beyond.

Lean Python takes fifty eight Python tools and services and whittles them all the way down to 15: as writer Paul Gerrard says, "I have not came upon a necessity for the rest."

What you will Learn

  • Discover lean Python and the way to benefit barely enough to construct necessary tools
  • Use Python gadgets, application constitution, I/O, modules and more
  • Handle error and exceptions
  • Test your code
  • Access the internet; do looking; and persist data

Who This e-book Is For
This publication is geared toward 3 different types of reader: The skilled programmer – should you already be aware of a programming language, this booklet supplies a shortcut to figuring out the Python language and a few of its layout philosophy.
You paintings in IT and wish a programming primer – you're a tester who must have extra proficient technical discussions with programmers. operating throughout the examples can assist you to understand the problem of excellent programming.
First-timer – you will want a primary e-book on programming for you to assimilate speedy that will help you make a decision no matter if programming is for you.

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Read e-book online A functional start to computing with Python PDF

By Ted Herman

ISBN-10: 1466504552

ISBN-13: 9781466504554

A useful begin to Computing with Python allows scholars to speedy examine computing with no need to take advantage of loops, variables, and item abstractions initially. Requiring no earlier programming adventure, the publication attracts on Python’s versatile information kinds and operations in addition to its ability for outlining new services. besides the specifics of Python, the textual content covers very important suggestions of computing, together with software program engineering motivation, algorithms at the back of syntax ideas, complex sensible programming principles, and, in short, finite country machines.

Taking a student-friendly, interactive method of train computing, the booklet addresses more challenging recommendations and abstractions later within the textual content. the writer provides plentiful causes of knowledge kinds, operators, and expressions. He additionally describes comprehensions―the strong requirements of lists and dictionaries―before introducing loops and variables. This method is helping scholars greater comprehend project syntax and new release by way of giving them a psychological version of refined information first.

Web Resource
The book’s supplementary site at http://functionalfirstpython.com/ presents many ancillaries, including:

  • Interactive flashcards on Python language elements
  • Links to additional help for every chapter
  • Unit trying out and programming exercises
  • An interactive Python stepper tool
  • Chapter-by-chapter issues
  • Material for lectures

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Get Python 3 for Absolute Beginners PDF

By Tim Hall, J-P Stacey

ISBN-10: 1430216328

ISBN-13: 9781430216322

There are numerous extra those that are looking to research programming except aspiring computing device scientists with a passing grade in complex calculus. This consultant appeals for your intelligence and talent to resolve sensible difficulties, whereas lightly educating the newest revision of the programming language Python.

You can examine reliable software program layout abilities and attain useful programming initiatives, like extending purposes and automating daily procedures, no matter if you don't have any programming adventure in any respect. Authors Tim corridor and J–P Stacey use daily language to decode programming jargon and train Python three to absolutely the newbie.

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Sam Washington, Faruque Sarker's Learning Python Network Programming PDF

By Sam Washington, Faruque Sarker

ISBN-10: 1784396001

ISBN-13: 9781784396008

Community programming has consistently been a difficult activity. With full-featured and good documented libraries all of the manner up the stack, Python makes community programming the relaxing adventure it's going to be.

Starting with a walkthrough of today's significant networking protocols, with this e-book you'll hire Python for community programming, find out how to request and retrieve internet assets, and the way to extract information in significant codecs over the internet. You'll make the most of Python for e-mailing utilizing diversified protocols and you'll engage with distant structures and IP and DNS networking.

As the booklet progresses, socket programming can be coated, via find out how to layout servers and the professionals and cons of multithreaded and event-driven architectures. You'll improve useful client-side purposes, together with net API consumers, electronic mail consumers, SSH, and FTP. those purposes can also be carried out via current net software frameworks.

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Gray Hat Python: Python Programming for Hackers and Reverse by Justin Seitz PDF

By Justin Seitz

ISBN-10: 1593271921

ISBN-13: 9781593271923

Python is quick turning into the programming language of selection for hackers, opposite engineers, and software program testers simply because it's effortless to put in writing fast, and it has the low-level aid and libraries that make hackers satisfied. yet in the past, there was no genuine guide on how one can use Python for numerous hacking initiatives. You needed to dig via discussion board posts and guy pages, forever tweaking your personal code to get every little thing operating. no longer anymore.

Gray Hat Python explains the innovations at the back of hacking instruments and strategies like debuggers, trojans, fuzzers, and emulators. yet writer Justin Seitz is going past thought, exhibiting you ways to harness present Python-based defense instruments - and the way to construct your individual while the pre-built ones won't lower it.

You'll find out how to:
* Automate tedious reversing and protection tasks
* layout and software your individual debugger
* how one can fuzz home windows drivers and create robust fuzzers from scratch
* get pleasure from code and library injection, delicate and difficult hooking concepts, and different software program trickery
* Sniff safe site visitors out of an encrypted net browser session
* Use PyDBG, Immunity Debugger, Sulley, IDAPython, PyEMU, and more

The world's top hackers are utilizing Python to do their handiwork. Shouldn't you?

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Python Data Visualization Cookbook - download pdf or read online

By Igor Milovanovic

ISBN-10: 1782163379

ISBN-13: 9781782163374

This booklet is written in a Cookbook kind particular in the direction of a sophisticated viewers. It covers the complicated subject matters of information visualization in Python.Python information Visualization Cookbook is for builders that already learn about Python programming generally. when you've got heard approximately information visualization yet you don't be aware of the place to begin, then this booklet will advisor you from the beginning and assist you comprehend info, info codecs, information visualization, and the way to take advantage of Python to imagine data.You might want to comprehend a few normal programming innovations, any type of programming adventure should be priceless, however the code during this ebook is defined virtually line through line. You don't desire maths for this ebook, each idea that is brought is punctiliously defined in simple English, and references can be found for additional curiosity within the subject

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