صوت آموزشی بعد از ظهر 6  "زبان برنامه نویسی پایتون" - همراه با منبع آموزش

به نام خداسلام صوت آموزشی بعداز ظهر 6 صوت آموزشی بعد از ظهر 6 "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.? Game DevelopmentGames definitely shape lives and create timeless memories. They will continue to be part of our society in the years to come. Python is already there, lighting the spark of game creation.Python Game Development FrameworksAccording to the official Python Documentation, there are two main Python frameworks used to develop games:pygame: "the original and still very much active package for game development using Python. It allows Python to talk to SDL, a cross-platform, multimedia library. Because it needs to be compiled for each platform and each Python version, there can be a lag when a new Python version comes along."pyglet: this is "the newcomer, based on OpenGL. Because it is a pure Python package, it can be used as is even when a new Python version is released (except for the Python 2 to Python 3 transition)."You can also use the turtle module to create simple games. Turtle is a built-in Python module that is installed automatically when you install Python in your computer. It helps you to create games with simple graphics and with a simple user interface.Learning ResourcesIf you want learn game development in Python, freeCodeCamp's YouTube channel has these great free tutorials:Learn Python by Building Five Games - Full CoursePython and Pygame Tutorial - Build Tetris! Full GameDev CourseSnake Game Python Tutorial? Medicine and PharmacologyPython also has amazing applications in the medical field. You will be surprised by how technology is being combined with medical knowledge to provide accurate and efficient diagnoses and treatments to patients.ApplicationsSome examples of the use of Python in medicine and pharmacology include:Making clinical diagnoses based on the patients' medical records and symptoms.Analyzing medical data.Making computational models to speed up the process of development of new medications.These broad applications include thousands and thousands of examples around the world. I selected a few of them to illustrate how Python is shaping this field. Let's take a look at them.Pharmaceutical Success Story: AstraZenecaAccording to the official Python Documentation, one of the world's leading pharmaceutical companies, AstraZeneca, used Python to improve their existing computational models to make them "more robust, extensible, and maintainable".Researchers used these models simulate the chemical structure of molecules and their effect in the body. This helped scientists identify potential molecules for new drugs and start testing them more quickly in the laboratory.When he joined the team, Andrew Dalke, being a a "well-known advocate for Python in computational chemistry and biology" convinced the team that Python was exactly what they needed.Python was chosen for this work because it is one of the best languages available for physical scientists, that is, for people who do not have a computer science background.He stated that:Python was designed to solve real-world problems faced by an expert programmer. The result is a language that scales well from small scripts written by a chemist to large packages written by a software developer.Amazing, right? Python can power the computational models that pharmaceutical laboratories use to develop new drugs.Red Blood Cells (RBC) IdentificationAnother interesting medical application of Python is related to Hematology. Usually, specialized professionals analyze blood tests by counting and identifying cells manually, but this can be improved with the help of automation.Researchers found that Python can be the right tool for the job. Let's see an interesting project.IdentiCyteThe goal of this project is to identify and classify red blood cells shapes based on images taken from optical microscopes. According to this article, "RBC shape can help to diagnose diseases and disorders such as leukaemia, sickle cell anaemia and malaria."The project was developed by researchers from the Bioresource Processing Research Institute Australia. It was programmed in Python and it used image processing Python packages and libraries such as numpy, scipy, opencv-python, scikit-learn, and matplotlib.Python Medical PackagespyGeno: an open-source Python package developed by Tariq Daouda at the Institute for Research in Immunology and Cancer (IRIC). It's intended for "precision medicine applications that revolve around genomics and proteomics". It works with reference and personalized genomes.MedPy: an open-source Python library "for medical image processing in Python, providing basic functionalities for reading, writing and manipulating large images of arbitrary dimensionality."Real-World Medical Applications (Examples)Gusztav Belteki presented another example during his talk at PyData Berlin 2018 "Python in Medicine: analysing data from mechanical ventilators." The goal of his research was to "interpret large datasets retrieved from modern equipment used in neonatal intensive care, mechanical ventilators and patient monitors."At PyCon 2019, Jill Cates gave this presentation titled "How to Build a Clinical Diagnostic Model in Python." 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