صوت آموزشی بعد از ظهر 7 "زبان برنامه نویسی پایتون" - همراه با منبع آموزش

به نام خداسلام صوت آموزشی بعد از ظهر 7 صوت آموزشی بعد از ظهر 7 "زبان برنامه نویسی پایتون" درسنامه: AUGUST 12, 2020/#PYTHONWhat is Python Used For? 10+ Coding Uses for the Python Programming Language.Writer:Estefania Cassingena Navoneکدنویسی تخصصی? WelcomeHi! Please take a moment to think about this question:How is Python applied in real-world scenarios?If you are learning Python and you want to know the answer, then this article is for you.Having a clear idea of the applications and vast potential of this programming language will give you the motivation that you will need throughout your journey.Let's begin! ✨? Python in Real-World ScenariosPython is used in virtually every industry and scientific field that you can imagine, including:Data Science.Machine Learning.Web Development.Computer Science Education.Computer Vision and Image Processing.Game Development.Medicine and Pharmacology.Biology and Bioinformatics.Neuroscience and Psychology.Astronomy.Other areas such as robotics, autonomous vehicles, business, meteorology, and graphical user interface (GUI) development.This article covers a wide range of applications of this programming language in these industries with examples, use cases, and Python libraries. Let's start with the applications of Python in data science.? Biology and BioinformaticsPython also has amazing applications in the world of Biology and Bioinformatics. These include processing DNA sequences, simulating population dynamics and genetics, and modeling biochemical structures.BiopythonBiopython is a Python framework with "freely available tools for biological computation". Its goal is to "address the needs of current and future work in bioinformatics."According to its documentation, this framework includes functionality such as the ability to:Work with sequences and perform common operations on them such as transcription, translation, and weight calculations.Connect with biological databases.Perform classification of data using K-Nearest Neighbors, Naive Bayes, and Support Vector Machines.Work with phylogenetic trees and population genetics.The documentation states that "the goal of Biopython is to make it as easy as possible to use Python for bioinformatics by creating high-quality, reusable modules and classes."Rosalind: Practice Python by Solving Bioinformatics ChallengesRosalind is "a platform for learning bioinformatics through problem solving." It is "free and open to the public" (the FAQ page indicates that it is in beta mode).Python can be used to solve the challenges on the platform. Since this is a very popular programming language in the platform, there is a "Python Village" section where you can learn the basics of Python before tackling bioinformatics algorithms.Users solve the problems by running their solutions on their computer, processing the given dataset, and copy/pasting the output to check the answer.? Tip: The project's name commemorates Rosalind Franklin, "whose X-ray crystallography with Raymond Gosling facilitated the discovery of the DNA double helix by Watson and Crick".Packages and FrameworksProDy: a free and open-source package "for protein structural dynamics analysis" developed by Bahar Lab at the University of Pittsburgh.PySB: a "framework for building mathematical models of biochemical systems as Python programs" developed by members of the Lopez Lab at Vanderbilt University and the Sorger Lab at Harvard Medical School.The Community Simulator: this is a "freely available Python package for simulating microbial population dynamics in a reproducible, transparent and scalable way" developed by researchers at Boston University.? Tip: If you would like to learn more about the applications of Python in Bioinformatics, here's a talk by Martin Schweitzer at PyCon Australia: "Python for Bioinformatics for learning Python".? Neuroscience and PsychologyPython also has applications in neuroscience and experimental psychology research.Python in NeuroscienceAccording to the article Python in neuroscience written by researchers from the Center for Brain Simulation, Ecole Polytechnique Fédérale de Lausanne, Geneva, Switzerland:Computation is becoming essential across all sciences, for data acquisition and analysis, automation, and hypothesis testing via modeling and simulation.In regards to Python, they state that:It became clear to us in 2007 that we were on the cusp of an emerging Python in neuroscience ecosystem, particularly in computational neuroscience and neuroimaging, but also in electrophysiological data analysis and in psychophysics.As you can see, Python and computation have been expanding across all sciences.PsychoPyPsychoPy is "an open-source package for running experiments in Python" supported by the University of Nottingham. According to the official Documentation of this package:It is used by many labs worldwide for psychophysics, cognitive neuroscience and experimental psychology.The official website of this package states that it is:Easy for learning.Precise enough for Psychophysics.Flexible.Online or lab-based depending on the user's choice.? AstronomyPython also has applications in Astronomy and Astrophysics. Let's see three of the main Python packages used in this scientific area:AstropyThe Astropy package "contains various classes, utilities, and a packaging framework intended to provide commonly-used astronomy tools."Astropy is part of a larger project called The Astropy Project, which is "is a community effort to develop a common core package for Astronomy in Python and foster an ecosystem of interoperable astronomy packages."According to its About page, one of its goals is to "improve usability, interoperability, and collaboration between astronomy Python packages."? Tip: You can see examples of projects made with Astropy in the Example Gallery.SunPyThe SunPy package is described as "the community-developed, free and open-source solar data analysis environment for Python." It builds upon the capabilities of Python packages such as NumPy, SciPy, Matplotlib, and Pandas.Images from the Example Gallery of SunPySpacePyThe SpacePy package is "a package for Python, targeted at the space sciences, that aims to make basic data analysis, modeling and visualization easier."According to its official Documentation:The SpacePy project seeks to promote accurate and open research standards by providing an open environment for code development.According to the description of its GitHub repository, it has superposed epoch classes, drift shell tracing, access to magnetic field models, streamline tracing, bootstrap confidence limits, time and coordinate conversions, and more. منبع درسنامه: https://www.freecodecamp.org/news/what-is-python-used-for-10-coding-uses-for-the-python-programming-language/ موفق باشید به امید خدا