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Python in easy steps
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ISBN: 9781840785968 Year: 2016 Publisher: United Kingdom Easy Steps

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Automate the boring stuff with python : practical programming for total beginners
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ISBN: 9781593275990 Year: 2015 Publisher: San Francisco No starch press

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Statistics and data visualisation with python
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ISBN: 9780367749361 Year: 2023 Publisher: Londen Routledge Taylor & Francis Group

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This book is intended to serve as a bridge in statistics for graduates and business practitioners interested in using their skills in the area of data science and analytics as well as statistical analysis in general. On the one hand, the book is intended to be a refresher for readers who have taken some courses in statistics, but who have not necessarily used it in their day-to-day work. On the other hand, the material can be suitable for readers interested in the subject as a first encounter with statistical work in Python. Statistics and Data Visualisation with Python aims to build statistical knowledge from the ground up by enabling the reader to understand the ideas behind inferential statistics and begin to formulate hypotheses that form the foundations for the applications and algorithms in statistical analysis, business analytics, machine learning, and applied machine learning. This book begins with the basics of programming in Python and data analysis, to help construct a solid basis in statistical methods and hypothesis testing, which are useful in many modern applications.bron : https://www.routledge.com/Statistics-and-Data-Visualisation-with-Python/Rogel-Salazar/p/book/9780367744519


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A python data analyst's toolkit : learn python and python-based libraries with applications in data analysis and statistics
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ISBN: 9781484263990 9781484264003 9781484263983 Year: 2020 Publisher: Apress

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Explore the fundamentals of data analysis, and statistics with case studies using Python. This book will show you how to confidently write code in Python, and use various Python libraries and functions for analyzing any dataset. The code is presented in Jupyter notebooks that can further be adapted and extended.This book is divided into three parts - programming with Python, data analysis and visualization, and statistics. You'll start with an introduction to Python - the syntax, functions, conditional statements, data types, and different types of containers. You'll then review more advanced concepts like regular expressions, handling of files, and solving mathematical problems with Python.The second part of the book, will cover Python libraries used for data analysis. There will be an introductory chapter covering basic concepts and terminology, and one chapter each on NumPy(the scientific computation library), Pandas (the data wrangling library) and visualization libraries like Matplotlib and Seaborn. Case studies will be included as examples to help readers understand some real-world applications of data analysis.The final chapters of book focus on statistics, elucidating important principles in statistics that are relevant to data science. These topics include probability, Bayes theorem, permutations and combinations, and hypothesis testing (ANOVA, Chi-squared test, z-test, and t-test), and how the Scipy library enables simplification of tedious calculations involved in statistics.What You'll Learn:Further your programming and analytical skills with PythonSolve mathematical problems in calculus, and set theory and algebra with PythonWork with various libraries in Python to structure, analyze, and visualize dataTackle real-life case studies using PythonReview essential statistical concepts and use the Scipy library to solve problems in statisticsWho This Book Is For:Professionals working in the field of data science interested in enhancing skills in Python, data analysis and statistics.bron : https://www.standaardboekhandel.be/p/a-python-data-analysts-toolkit-9781484263983


Book
Handboek Python
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ISBN: 9789059409743 9059409744 Year: 2017 Publisher: Van Duuren Media

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Het Handboek Python is een praktische en grondige inleiding in de programmeertaal Python en voorziet je van het gereedschap en inzicht dat je nodig hebt om een productieve deelnemer te worden aan bijna elk Python-project. Python is een omvangrijke taal, en de auteurs helpen je bij het bouwen van een degelijke fundering, maken je wegwijs in het soms verwarrende universum van Python en zorgen ervoor dat je na het lezen zelfstandig verder kunt leren.Dit boek is voornamelijk bedoeld voor mensen met wat programmeerervaring in een andere taal. Programmeer je momenteel in een van de bekende imperatieve of objectgeoriënteerde talen als C++, C# of Java, dan heb je voldoende kennis om dit boek optimaal te gebruiken. Ligt je expertise echter meer bij andere soorten programmeertalen, dan zal je geen onoverkomelijke problemen tegenkomen. Tot de behandelde onderwerpen behoren:Python downloaden en installerenWerken met operatoren, gegevenstypen en lussenPython-modules ontwikkelenWerken met het objectmodel, ingebouwde typen en collectietypenWerken met comprehensions, iterables en generatorsObjectgeoriënteerd programmeren: werken met klassenWerken met bestandenExceptions verwerken, testen uitvoeren en debuggenBron: http://www.vanduurenmedia.nl


Book
Programmeren met Minecraft : tover je wereld om met de kracht van python
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ISBN: 9789059055933 Year: 2017 Publisher: Visual Steps B.V.

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Python is een eenvoudige, krachtige programmeertaal waar miljoenen mensen al mee hebben leren werken. Het populaire spel Minecraft heeft al meer dan honderd miljoen spelers. Met dit boek leer je programmeren in Python zodat je jouw eigen Minecraft wereld vorm kan geven. Zo leer je onderdelen van Minecraft ontgrendelen die alleen toegankelijk zijn door te programmeren. Je begint met een paar korte lessen in Python en daarna gebruik je het geleerde om Minecraft aan te passen. Je leert hoe je Minecraft gebruikt om mini-spellen te bouwen, complete gebouwen te kopiëren en saaie blokken in goud te veranderen. Een greep uit de onderwerpen:- introductie in Python en in de basisprincipes van programmeren- Minecraft ontgrendelen via programmeercode- Minecraft naar eigen wens aanpassenGeschikt voor:Windows 10, 8.1, 7, Mac of Raspberry Pi.Bron: www.bol.com


Book
Python 3 Text Processing with NLTK 3 Cookbook
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ISBN: 1782167862 9781782167860 1782167854 9781782167853 9781782167853 Year: 2014 Publisher: Birmingham Packt Publishing Ltd

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Over 80 practical recipes on natural language processing techniques using Python's NLTK 3.0 In Detail This book will show you the essential techniques of text and language processing. Starting with tokenization, stemming, and the WordNet dictionary, you'll progress to part-of-speech tagging, phrase chunking, and named entity recognition. You'll learn how various text corpora are organized, as well as how to create your own custom corpus. Then, you'll move onto text classification with a focus on sentiment analysis. And because NLP can be computationally expensive on large bodies of text, you'll try a few methods for distributed text processing. Finally, you'll be introduced to a number of other small but complementary Python libraries for text analysis, cleaning, and parsing. This cookbook provides simple, straightforward examples so you can quickly learn text processing with Python and NLTK. What You Will Learn Tokenize text into sentences, and sentences into words Look up words in the WordNet dictionary Apply spelling correction and word replacement Access the built-in text corpora and create your own custom corpus Tag words with parts of speech Chunk phrases and recognize named entities Grammatically transform phrases and chunks Classify text and perform sentiment analysis


Book
Programmeren voor kinderen : leer stap voor stap programmeren en je eigen computergames maken
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ISBN: 9789401419659 9401419655 Year: 2014 Publisher: Tielt Lannoo

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Ben je gek op computers en animatiefilmpjes? En wil je graag zelf computergames maken? Ontwikkel jouw digitaal talent met deze praktische gids. Met kleurrijke illustraties, handige tips en stap-voor-stap instructies om programma's te schrijven in Scratch en Python.


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Mastering Python Regular Expressions
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ISBN: 1783283165 9781783283163 9781783283156 1783283157 Year: 2014 Publisher: Birmingham Packt Publishing Ltd

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A short and straight to the point guide that explains the implementation of Regular Expressions in Python.This book is aimed at Python developers who want to learn how to leverage Regular Expressions in Python. Basic knowledge of Python is required for a better understanding.


Book
Python for Data Analysis : Data Wrangling with Pandas, NumPy, and IPython
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ISBN: 9781449319793 1449319793 1306813093 1449323596 1449323618 1449323626 Year: 2012 Publisher: Verenigde Staten O'Reilly Media

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