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Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python
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Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python
Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python
artikal br.: 215875665

Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python

artikal br.: 215875665

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Shop Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python online at a best price in Serbia. 1785280422
  • Key FeaturesQuickly get familiar with data science using PythonSave time - and effort - with all the essential tools explainedCreate effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experienceBook DescriptionThe book starts by introducing you to setting up your essential data science toolbox. Then it will guide you across all the data munging and preprocessing phases. This will be done in a manner that explains all the core data science activities related to loading data, transforming and fixing it for analysis, as well as exploring and processing it. Finally, it will complete the overview by presenting you with the main machine learning algorithms, the graph analysis technicalities, and all the visualization instruments that can make your life easier in presenting your results.In this walkthrough, structured as a data science project, you will always be accompanied by clear code and simplified examples to help you understand the underlying mechanics and real-world datasets.What you will learnSet up your data science toolbox using a Python scientific environment on Windows, Mac, and LinuxGet data ready for your data science projectManipulate, fix, and explore data in order to solve data science problemsSet up an experimental pipeline to test your data science hypothesisChoose the most effective and scalable learning algorithm for your data science tasksOptimize your machine learning models to get the best performanceExplore and cluster graphs, taking advantage of interconnections and links in your dataAbout the AuthorsAlberto Boschetti is a data scientist with expertise in signal processing and statistics. He holds a PhD in telecommunication engineering and currently lives and works in London. In his work projects, he faces challenges involving natural language processing (NLP), machine learning, and probabilistic graph models everyday.Luca Massaron is a data scientist and marketing research director who specializes in multivariate statistical analysis, machine learning, and customer insight, with over a decade of experience in solving real-world problems and generating value for stakeholders by applying reasoning, statistics, data mining, and algorithms.Table of ContentsFirst StepsData MungingThe Data Science PipelineMachine LearningSocial Network AnalysisVisualization
Publisher Packt Publishing
Publication date April 30, 2015
Language English
Print length 216 pages
ISBN-10 1785280422
ISBN-13 978-1785280429
Item Weight 1.05 pounds (480 grams)
Dimensions 7.5 x 0.59 x 9.25 inches (19.1 x 1.5 x 23.5 cm)

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Python Data Science Essentials: Become an efficient data science practitioner by thoroughly understanding the key concepts of Python

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