RPA & Intelligent Automation Using Python

所在平台: Udemy

课程主页: https://www.udemy.com/course/rpa-using-python/

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课程名称:使用Python进行RPA与智能自动化 课程概述: 更新动态: - 2022年10月:新增一段关于“正则表达式(re)”的视频讲座,对流程自动化非常有帮助。 - 2022年6月:新增一本90页的“Python编程”电子书,可以从“Python入门”视频讲座下载(无需额外费用)。 课程描述: 自计算机诞生以来,企业一直在努力实现流程自动化。近年来,机器人流程自动化(RPA)的出现将这一自动化进程提升到了新的高度。RPA是指专门的软件程序,也称为软件机器人,这些程序被委托完成重复且机械的任务,通常由人类在电脑前执行。它模仿人类的操作,无需休息地完成所需工作。使用这些软件进行此类工作的一大优势是能减少人为错误的发生率,大幅提高生产力。随着任务的复杂性增加,软件还配备了更多的认知技术,包括机器学习、语音识别和自然语言处理。这些软件和系统被称为数字工人,尽管任务要求的技能水平不同,但在完成分配的任务时非常可靠和高效。 市场现状及为何选择Python进行RPA: 当前市场上充斥着各种自动化工具,同时也有许多自动化项目失败的实例,这使得企业在实施自动化时变得谨慎。其关键原因在于流程未标准化。在这方面,使用Python进行自动化项目可以成为突破性的改变,因为Python在实际应用中提供了所需的灵活性。 使用Python进行RPA: 本课程全面涵盖了RPA概念、Python编程及自动化编程,为您应对现实世界的挑战做好准备。课程使用Google Colab作为开发环境,您将在云环境中学习编程,同时访问存储在云中的数据。

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Recent Updates:October 2022: Added a video lecture on "Regular Expressions (re)", which is very useful for process automationJune 2022: A 90-page eBook on "Python Programming" has been added to this course. The eBook in pdf version can be downloaded (at no additional cost) from "Getting Started with python" video lecture.-----------------------------------------------------------Course DescriptionEver since the dawn of computers, businesses have been attempting to automate processes. With the advent of RPA in the recent past, this automation game has moved to a higher trajectory. What is Robotic Process Automation (RPA)Robotic process automation refers to specialized software programs also known as software robots. These specialized software programs are entrusted with 'doing' iterative and mundane tasks that otherwise would be done by humans in front of the computer. It imitates human actions and acts which does the work required without any breaks. An advantage of having such software to this kind of work is that it reduces the probability of human error and increases productivity significantlyAs the task gets more complicated, software is equipped with more cognitive technologies. These include machine learning, speech recognition and natural language processing. Also known as digital workers, these software and systems are very reliable and efficient in performing the task allotted despite the level of skill required.Current State of the market and Why Python for RPA?Market is currently flooded with multiple tools to do these kind of automation. At the same time, there are multiple instances of automation initiatives failing that has made businesses wary. The key reason is that processes are not standardized. That is where an automation project done in Python can be a game changer because automating in python provides the much needed flexibility that is needed for the real world.RPA using PythonThis course covers the concepts, python programming and automation programming comprehensively so you are ready for the real world challenges. Course uses Google colab as the development environment - you learn to code in a cloud environment but also to access data stored in cloud.

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