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所在平台: Udemy |
课程主页: https://www.udemy.com/course/hello-big-data-at-bash/
课程评论：没有评论
课程名称：数据科学的 Bash Shell 编程：动画课程 课程概述：这是一门在 Udemy 平台上最优秀、最具创新性和最高评分的 Linux 命令行课程，包含 7.5 小时的精彩五颗星⭐⭐⭐⭐⭐动画视频，全部更新至 2022 年。课程专为展示如何使用 Linux 命令和 Bash shell 编程来处理文本数据（如 CSV 格式数据或系统日志文件）而设计。你将通过项目学习 Bash，虽然需要注意的是，Bash 并不是处理所有类型数据的最佳方式。但在纯 Bash 环境下，尤其是在常见的基于 Linux 的超级计算机中，它可以帮助你快速查看数据，并在深入 Python、R 和 SQL、SPSS 等编程之前提供早期结果。与这些数据密集型语言相比，Bash 脚本简单易学，非常适合挖掘文本数据，尤其适用于基因组学、微阵列、社交网络、生命科学等领域。Bash 可以帮助你迅速整理、查找、匹配、替换、清理和优化数据，而不需要经历艰难的学习曲线。我们坚信，学习和使用 Bash shell 脚本应该是你迈向大数据的第一步。 课程将从一些实际的 Bash 基于平面文件的数据挖掘项目开始，内容包括：大学排名数据、Facebook 数据、澳大利亚犯罪数据、与莎士比亚时代的戏剧和诗歌的文本挖掘（每个部分的末尾提供数据集和 PDF 文档）。此外，课程还包含免费的互动操练平台！如果你之前没有使用过 Bash，可以跳过项目，直接查看教程部分（支持材料：电子书）。教程部分将介绍 Bash 脚本、正则表达式、AWK、sed、grep 等内容。购买此课程的学生将免费访问科学编程学校提供的课程互动版本（包含科学代码操练场）。 课程还将推出 Zoom 直播课堂系列，讲解 Linux 命令行在数据分析中的不同方面。未能100%满意可享受退款保证！注册后终身获取所有课程内容及更新，完成课程后还将获得一份结业证书，供你在简历上展示你的 Linux 和科学计算能力。 加入我们，为学习科学计算的马主课程创造了相当于一个大学学期的知识（价值 2500-6000 美元）成一个视频课程。别忘了加入我们的问答直播社区，随时向其他学生和教师寻求免费帮助。该课程在 Udemy 早期访问项目中获得了 5 星的极高评价，学员们纷纷表示课程结构合理、内容有用且教学生动。
THIS IS THE BEST, MOST INNOVATIVE AND THE HIGHEST RATED AWARD WINNING LINUX COMMAND LINE COURSE (ANIMATED TUTORIALS & LINUX COMMAND LINE HD SCREEN CASTS) ON THE UDEMY PLATFORM. AWESOME FIVE STARS ⭐⭐⭐⭐⭐ VIDEOS OF 7.5 HOURS, ALL UPDATED FOR THE 2022. This awesome course is specifically designed to show you how to use the Linux commands and Bash shell programming to handle textual data which can be a csv format data or systems log file. In this course you will learn Bash by doing projects. However, you need to understand the fact that Bash may not the best way to handle all kinds of data! But there often comes a time when you are provided with a pure Bash environment, such as what you get in the common Linux based Super-computers and you just want an early result or view of the data before you drive into the real programming, using Python, R and SQL, SPSS, and so on. Expertise in these data-intensive languages also comes at the price of spending a lot of time on them.In contrast, bash scripting is simple, easy to learn and perfect for mining textual data! Particularly if you deal with genomics, microarrays, social networks, life sciences, and so on. It can help you to quickly sort, search, match, replace, clean and optimise various aspect of your data, and you wouldn't need to go through any tough learning curves. We strongly believe, learning and using Bash shell scripting should be the first step if you want to say, Hello Big Data!Also Featured on! popular Data Analytics Portals! Towards Data Science, Code Burst, Devto and so on.This course starts with some practical bash-based flat file data mining projects involving: University ranking dataFacebook dataAU Crime DataText Mining with Shakespeare-era Play and Poems(Data sets and PDF text documentations are provided at the end of each section) + Free interactive playgrounds included!If you haven't used Bash before, feel free to skip the projects and get to the tutorials part (supporting materials: eBook). Read the tutorials and then come back to the projects again. The tutorial section will introduce with bash scripting, regular expressions, AWK, sed, grep and so on. Students purchasing this course will receive free access to the interactive version (with Scientific code playgrounds) of this course from the Scientific Programming School (SCIENTIFIC PROGRAMMING IO). Based on your earlier feedback, we are introducing a Zoom live class lecture series on this course through which we will explain different aspects of Linux command line for Data analytics. Live classes will be delivered through the Scientific Programming School, which is an interactive and advanced e-learning platform for learning scientific coding.MONEY BACK GUARANTEE IF NOT 100% SATISFIED!When you enroll you will get lifetime access to all of the course contents and any updates and when you complete the course 100% you will also get a Certificate of completion that you can add to your resumé/CV to show off to the world your new-found Linux & Scientific Computing Mastery! So What are you Waiting For? Click that shiny enroll button and we'll See you inside. We created here a total of one university semester worth of knowledge (valued USD $2500-6000) into one single video course, and hence, it's a high-level overview. Don't forget to join our Q & A live community where you can get free help anytime from other students and the instructor. This awesome course is a component of the Learn Scientific Computing master course.UDEMY EARLY ACCESS PROGRAM REVIEWS (5 out of 5 Stars):"This is one of the best course I have reviewed in Udemy. All the chapters are very useful. The instructor explained exactly what you need to use Bash as your data analysis tool in your pocket. I look forward more coursed from this Instructor. The instructor is very experienced, explanations are on point. Than you for creating a great course." - Tarique Syed"The instructor was very engaging. Changed a boring, hard-to-understand tool into something usable and easy-to-use, all the while making it fun to learn." - Prat Ram"Well done. Well - structured and explained course. Will definitely recommend the course to my course. From my point of view, everything was OK in the course." - Sem Milaserdov "Overall, the course delivered what promised with a good resource for those who want to learn and do more. The course is filled with resource and the educator attached his own book on the subject for the learners." - Afshin Kalantari"It's a very well organized course, from the background, basic Linux cli which everyone should be to build data processing scenarios. wonderful class." - Charley Guan
