2500+ students have taken this innovative project-based data learning course (includes video lectures). It demonstrates the use of Bash shell (Bash, sed and awk including RegEx) in processing textual data. It can help to learn to sort, search, match, replace, clean and optimize various aspects of data with Bash Shell. The target audience (students, researchers, scientists, journalists, data miners, developers) didn't have to go through any tough learning curve. This course also should have helped RedHat, SuSE and Ubuntu Linux learners and Data Science enthusiasts. Regularly updated, new projects to come!
- Learn Bash commands interactively
- Projects with own stories and conclusive decisions
- Animated video lectures (for visual learners)
- Demonstrations
- Quizzes
- Learning tasks
Bloom's taxonomy (remember, understand, apply, analyze, evaluate and create) in developing your Linux skills. Learn Scientific Programming! scientificprogramming.io
2500+ students have taken this innovative project-based data learning course (includes video lectures). It demonstrates the use ...Show More
Learning Roadmap
1.
Course Introduction
Course Introduction
Get familiar with using Bash for efficient data manipulation and foundational scripting skills.
2.
Project 1: Analyzing the 'US News' University Ranking Data
Project 1: Analyzing the 'US News' University Ranking Data
Get started with analyzing university ranking data using essential Bash commands.
Unirank: Data Preview (head, pipe and csvlook)Find the colleges in the ranklist (grep, pipe and wc)Finding the percent of colleges in the ranklist (wc, grep)Listing the Institutes from a given state (grep)Finding the number of Institutes from each stateFinding the correlation between university tuition and ranksProject demonstrationProject SummaryTest your skills
3.
Project 2: Facebook Data Mining
Project 2: Facebook Data Mining
7 Lessons
7 Lessons
Go hands-on with mining Facebook data using Bash commands for insightful analysis.
4.
Project 3: Australian Cities Crime Statistics
Project 3: Australian Cities Crime Statistics
9 Lessons
9 Lessons
Break down the steps to analyze Australian cities' crime stats using Bash commands.
5.
Project 4: Shakespearean-era plays and poems data mining
Project 4: Shakespearean-era plays and poems data mining
5 Lessons
5 Lessons
Solve problems in analyzing Shakespearean texts using advanced Bash commands and data mining techniques.
6.
Bash Tutorials
Bash Tutorials
11 Lessons
11 Lessons
Investigate Bash scripting essentials from basics, variables, and command execution to redirections and loops.
7.
REGEX Tutorials
REGEX Tutorials
7 Lessons
7 Lessons
Analyze regex fundamentals, BRE and ERE syntax, character classes, lookarounds, atomic groups, and Bash regex usage.
8.
AWK Tutorials
AWK Tutorials
4 Lessons
4 Lessons
Get familiar with AWK's text processing capabilities, variables, functions, and practical examples.
9.
SED, GREP and Find Tutorials
SED, GREP and Find Tutorials
6 Lessons
6 Lessons
Grasp the fundamentals of powerful text-processing and search tools: SED, GREP, and Find.
10.
Beyond the Text Files! Enter into the Big Data Landscape - Concepts
Beyond the Text Files! Enter into the Big Data Landscape - Concepts
10 Lessons
10 Lessons
Examine key technologies in Hadoop's Big Data landscape, including HDFS, MapReduce, YARN, and more.
Certificate of Completion
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Complete more lessons to unlock your certificate
Course Author:
Developed by MAANG Engineers
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Scientific Programmer
Software Engineer at Educative
Every Educative resource is designed by our team of ex-MAANG software engineers and PhD computer science educators — subject matter experts who've shipped production code at scale and taught the theory behind it. No videos, no fluff.
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