数据科学领域Bash Shell编程教程| Bash Shell Programming for Data Sciences: Animated 7.5 Hours

这是Udemy平台上最友好的初学者Linux命令行课程。它是专门设计用来向您展示如何使用Linux命令和Bash Shell编程来处理文本数据和进行数据挖掘，这些文本数据可以是csv格式的数据或系统日志文件。在本课程中，您将通过做项目学习Bash。

但是，您需要了解一个事实，即Bash可能不是处理各种数据的最佳方法！但是通常会有一段时间为您提供纯Bash环境，例如您在基于Linux的普通超级计算机中所获得的东西，而您只是想要早期结果或查看数据，然后再进入实际编程，使用Python，R和SQL，SPSS等。这些数据密集型语言的专业知识也以花费大量时间在它们身上为代价。

相比之下，bash脚本简单，易学且非常适合挖掘文本数据！特别是在您处理基因组学，微阵列，社交网络，生命科学等问题时。它可以帮助您快速排序，搜索，匹配，替换，清理和优化数据的各个方面，并且您无需经历任何艰难的学习过程。我们坚信，如果您想说“ Hello Big Data”，那么学习和使用Bash shell脚本应该是第一步。

MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 97 lectures (7h 7m) | Size: 1.63 GB
Innovative Project-based Animated Linux Command Line Masterclass: Bash Shell Programming Data Mining Sciecne- 7.5 Hours

What you’ll learn:
Use Bash to quickly sort, search, match, replace, clean and optimise various aspect of a data set
Use bash in processing real-world data sets (included)
Use Bash commands and scripting
Use Regular Expressions (RegEX) in Bash
Use AWK programming language commands to tweak and format data
Use SED and GREP to quickly search in large-scale data sets

Requirements
A Linux based operating system installed on your computer

Description
WELCOME 2021 | 7.5 HRS OF AWESOME VIDEOS! | FIVE STARS ⭐⭐⭐⭐⭐

This is the most beginner friendly (animated and Linux terminal HD casts) Linux command line course on the Udemy platform. It 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!

This course starts with some practical bash-based flat file data mining projects involving:

University ranking data

Facebook data

AU Crime Data

Text Mining with Shakespeare-era Play and Poems

(Data sets and documentations are provided at the end of each section)
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.

WHAT’S NEW 2021?

INTERACTIVE LESSONS @ SCIENTIFIC PROGRAMMING SCHOOL!

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).

LIVE CLASS SERIES – BASH SHELL FOR DATA SCIENCES

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 ?

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

Who this course is for
Students who want to learn Bash and the command line to improve their career prospects
Researchers who want to add Bash and other command line tools to their bag of tricks
Scientists who want to learn to explore and analyze the data that their lab generates
Journalists who want to polish their reporting by analyzing publicly-available datasets
Anyone wants to deal with Big Data