Výsledky vyhledávání - A Python Data Analyst's Toolkit

Python Data Analyst's Toolkit - Learn Python and Python-Based Libraries with Applications in Data Analysis and Statistics Autor Rajagopalan, Gayathri

“…Explore the fundamentals of data analysis, and statistics with case studies using Python…”
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SDMtoolbox: a python‐based GIS toolkit for landscape genetic, biogeographic and species distribution model analyses Autor Brown, Jason L., Anderson, Barbara

“… Almost all SDM methods require extensive data preparation in a geographic information system (GIS…”
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Applied Univariate, Bivariate, and Multivariate Statistics Using Python - A Beginner's Guide to Advanced Data Analysis Autor Denis, Daniel J

“…This book delivers a comprehensive introduction to a wide range of statistical methods performed using Python in a single, one-stop reference…”
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Plotly-Resampler: Effective Visual Analytics for Large Time Series Autor Van Der Donckt, Jonas, Van der Donckt, Jeroen, Deprost, Emiel, Van Hoecke, Sofie

“… We observe that open source Python visualization toolkits empower data scientists in most visual analytics tasks, but lack the combination of scalability and interactivity to realize effective time series visualization…”
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Cognito - Intuitive Auto Data Exploratory Toolkit Autor J, Bastin Robins

“… Though various data pre-processing algorithms are available to clean the dataset, data analysts spend a large amount of time to achieve…”
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Analytical chemistry kernel library for spectroscopic profiling data Autor Zhang, Yinsheng, Jin, Ling, Ni, XiaoFeng, Zhang, Zhengyong, Cheng, Yongbo, Wang, Haiyan

“…•This study gives an empirical kernel selection guideline for spectroscopic profiling data analysts…”
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Python geospatial development essentials Autor Bahgat, Karim

“…This book provides you with the resources to successfully develop your own GIS application in Python…”
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1302 A machine learning toolkit for automated processing of multiplexed immunofluorescence images Autor McGrady, Monee, Bieniosek, Matthew, Mayer, Aaron, Trevino, Alexandro E

“…BackgroundMultiplexed immunofluorescence imaging is a powerful spatial biology tool that can produce rich marker expression data at single-cell resolution and whole-slide scales…”
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Data Visualization with Python Libraries Autor Rajagopalan, Gayathri

“…n the last chapter, we read about Pandas, the library with various functions for preparing data in order to make it ready for analysis and visualization…”
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SciJava Ops: an improved algorithms framework for Fiji and beyond Autor Selzer, Gabriel J., Rueden, Curtis T., Hiner, Mark C., Evans, Edward L., Kolb, David, Wiedenmann, Marcel, Birkhold, Christian, Buchholz, Tim-Oliver, Helfrich, Stefan, Northan, Brian, Walter, Alison, Schindelin, Johannes, Pietzsch, Tobias, Saalfeld, Stephan, Berthold, Michael R., Eliceiri, Kevin W.

“… This wealth of image analysis tools, spanning different programming languages, frameworks, and data structures, is itself a problem for data analysts who must adapt to new technologies and integrate…”
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Statistics and Probability with Python Autor Rajagopalan, Gayathri

“…In the previous chapter, we learned about how to apply your knowledge of data analysis by solving some case studies…”
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Getting Familiar with Python Autor Rajagopalan, Gayathri

“…Python is an open source programming language created by a Dutch programmer named Guido van Rossum…”
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Regular Expressions and Math with Python Autor Rajagopalan, Gayathri

“…In this chapter, we discuss two modules in Python: re, which contains functions that can be applied for regular expressions, and SymPy, for solving mathematical problems in algebra, calculus, probability, and set theory…”
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Getting Started with Beautiful Soup Autor Nair, Vineeth G

“…"Getting Started with Beautiful Soup" is your practical guide to website scraping using Python…”
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Leveraging Program Slicing to Understand Network Traffic Autor Stewart, Allen Joel

“… This is accomplished, in part, by developing a modular toolkit that takes a binary as input and performs a backward slice on specific statements of interest…”
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Plotly-Resampler: Effective Visual Analytics for Large Time Series Autor Van Der Donckt, Jonas, Jeroen Van Der Donckt, Deprost, Emiel, Sofie Van Hoecke

“… We observe that open source Python visualization toolkits empower data scientists in most visual analytics tasks, but lack the combination of scalability and interactivity to realize effective time series visualization…”
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AI-Assisted Programming for Web and Machine Learning: Improve your development workflow with ChatGPT and GitHub Copilot Autor Noring, Christoffer, Jain, Anjali, Fernandez, Marina, Mutlu, Ayşe, Jaokar, Ajit

“… learning modelsUse GitHub Copilot for data exploration, maintaining existing code bases, and augmenting ML models into web applications Book Description AI-Assisted Programming for Web and Machine…”
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Rxnat: An Open-Source R Package for XNAT-Based Repositories Autor Gherman, Adrian, Muschelli, John, Caffo, Brian, Crainiceanu, Ciprian

“…The extensible neuroimaging archive toolkit (XNAT) is a common platform for storing and distributing neuroimaging data and is used by many key repositories of public neuroimaging data…”
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AI-Assisted Software Development With GitHub Copilot and ChatGPT: A Guide to Optimizing Developer Productivity in Machine Learning, Data Science, and App and Low Code Development Autor Noring, Christoffer, Jain, Anjali, Fernandez, Marina, Mutlu, Ayse, Jaokar, Ajit

“… learning modelsUse GitHub Copilot for data exploration, maintaining existing code bases, and augmenting ML models into web applicationsBook DescriptionAI-Assisted Programming for Web and Machine Learning…”
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Prepping Your Data with Pandas Autor Rajagopalan, Gayathri

“… Pandas, the Python library for data wrangling, has the advantage of being a powerful tool with many capabilities to manipulate data…”
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