Data analysis with python
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Behavioral Data Analysis with R and Python
Common data science algorithms and predictive analytics tools treat customer behavioral data, such as clicks on a website or purchases in a supermarke
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Python for Geospatial Data Analysis
With this practical book, geospatial professionals, data scientists, business analysts, geographers, geologists, and others familiar with data analysi
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Python for Data Analysis 3e
Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a br
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Data Wrangling with Python
How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows
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Applied Text Analysis with Python
This practical book presents a data scientistÂ’s approach to building language-aware products with applied machine learning.
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Geographic Data Science with Python
This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation t
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Hands-on Signal Analysis with Python
This book provides the tools for analyzing data in Python: different types of filters are introduced and explained, such as FIR-, IIR- and morphologic
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Survival Analysis with Python
Survival analysis uses statistics to calculate time to failure. The book takes a fresh look at this complex subject by explaining how to use the Pytho
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Python for Data Analysis 3e: Data Wrangling with pandas, NumPy, and Jupyter - McKinney Wes
Anotace: Get the definitive handbook for manipulating, processing, cleaning, and crunching datasets in Python. Updated for Python 3.10 and pandas 1.4, the third edition of this hands-on guide is packed with practical case studies that show you how to solve a broad set of data analysis problems effectively. You`ll learn the latest versions of pandas, NumPy, and Jupyter in...
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Data Analysis with R
Learn how to program by diving into the R language, and then use your newfound skills to solve practical data science problems. With this book, you'll
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Topological Data Analysis with Applications
This introduction to topological data analysis keeps prerequisites to a minimum while covering all the key techniques, including persistent homology,
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Graphical Data Analysis with R
This book focuses on why one draws graphics to display data and which graphics to draw (and uses R to do so). Graphical data analysis is useful for da
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Causal Analysis with Panel Data
Panel data — information gathered from the same individuals or units at several different points in time — are commonly used in the social sciences
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Qualitative Data Analysis with NVivo
Practical, focused and jargon-free this book shows you the power and potential of NVivo software across a wide range of research questions, data types
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Data Structures using Python
Data Structures using Python provides an introduction to design, analysis, and implementation of data structures using the powerful programming langua
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Python Data Science Handbook
Working scientists and data crunchers familiar with reading and writing Python code will find the second edition of this comprehensive desk reference
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Humanities Data Analysis
A practical guide to data-intensive humanities research using the Python programming languageThe use of quantitative methods in the humanities and rel
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Introduction to Statistics with Python
Now in its second edition, this textbook provides an introduction to Python and its use for statistical data analysis.
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Qualitative Data Analysis
An accessible introduction to help you get to grips with the how-to of qualitative data analysis, written by a multi-disciplinary team with years of e
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Julia for Data Analysis
Julia for Data Analysis teaches you how to handle core data analysis tasks with the Julia programming language. You'll start by reviewing language
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Qualitative Data Analysis
Balancing theoretical foundations with practical strategies, this book helps you develop an approach to your qualitative data analysis that is both sy
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Interactive Visual Data Analysis
The book provides a comprehensive overview on information visualization and visual exploration. The top-down view on the problem illustrated with nume
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Introduction to R and Python for Data Analysis
An Introduction to R and Python for Data Analysis helps teach students to code in both R and Python simultaneously. As both R and Python can be used i
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Introduction to Python in Earth Science Data Analysis
This textbook introduces the use of Python programming for exploring and modelling data in the field of Earth Sciences.
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Foundations of Data Science with Python
Foundations of Data Science with Python introduces readers to the fundamentals of data science, including data manipulation and visualization, probabi
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Statistics and Data Visualisation with Python
Statistics and Data Visualisation with Python aims to build statistical knowledge from the ground up by enabling the reader to understand the ideas be
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Data Visualization with Python and JavaScript 2e
In this practical book, author Kyran Dale shows data scientists and analysts--as well as Python and JavaScript developers--how to create the ideal too
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Advanced Data Science and Analytics with Python
The book is intended for practitioners in data science and data analytics in both academic and business environments. It aims to present the reader wi
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Practical Python Data Wrangling and Data Quality
Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you mor
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Qualitative Data Analysis with ATLAS.ti
Now updated to cover latest versions and featuring instructions for both Mac and Windows users, this book is still the go-to source of support for g
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Complete Data Analysis Using R
This book gets you up and running with using R in your research project, focusing on data analysis.
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Data Analysis in Vegetation Ecology
The third edition of this popular graduate-level text introduces the reader to the investigation of vegetation systems with an emphasis on data analys
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Linear Algebra with Python
Advanced topics such as function space are taken up, along with Fourier analysis, the Perron–Frobenius theorem, linear differential equations, the st
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Scaling Python with Dask
With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provi
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Artificial Intelligence with Python
Entering the field of artificial intelligence and data science can seem daunting to beginners with little to no prior background, especially those wit
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Artificial Intelligence with Python
Entering the field of artificial intelligence and data science can seem daunting to beginners with little to no prior background, especially those wit
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Python for Data Analysis: A Complete Step By Step From Intermediate to Advanced Guide for Python Coding, NumPy, Pandas for Data Analysis. Improv
If you want to learn how to use python easily and quickly, then keep reading.Are you looking for a simple and efficient method that you can utilize that makes it easier than ever to go through all of that data you have been storing? Would you like to make
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Large-Scale Data Analytics with Python and Spark
A hands-on textbook teaching how to carry out large-scale data analytics and implement machine learning solutions for big data. Including copious rea
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Quantitative Data Analysis with IBM SPSS 17, 18 a 19
The authors provide a non-technical approach to quantitative data analysis and a user-friendly introduction to SPSS Statistics Version 19 for Windows.
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High-Dimensional Data Analysis with Low-Dimensional Models
A systematic introduction to the theory, algorithms, and applications of key mathematical models for data science. Covering applications including ima
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Modes of Thinking for Qualitative Data Analysis
Modes of Thinking for Qualitative Data Analysis argues for engagement with the conceptual underpinnings of five prominent analytical strategies used b
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Data Analysis for Business, Economics, and Policy
Equips future data analysts with the skills they need to answer questions in business, economics, and public policy. Covering methods of exploratory,
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Data Analysis for the Social Sciences
Packed with global, interdisciplinary examples that ground statistical theory and concepts in real-world situations, it shows students not only how to
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Python and R for the Modern Data Scientist
With this book, data scientists from the Python and R communities will learn how to speak the dialects of each language. By recognizing the strengths
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Statistics and Data Visualization in Climate Science with R and Python
A comprehensive overview of essential statistical concepts, useful statistical methods, data visualization, and computing tools for the climate and re
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Statistical Learning with Math and Python
This textbook approaches the essence of machine learning and data science by considering math problems and building Python programs. As the prelimin
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Microsoft Excel 2019 Data Analysis and Business Modeling
Master business modeling and analysis techniques with Microsoft Excel 2019, and transform data into bottom-line results. Written by award-winning educ
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Applied Data Analysis for Urban Planning and Management
With contributions from academics across the globe, this book showcases how you can use data analysis for better and more effective urban planning and
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