Content
1.
Course Introduction
2 Lessons
Get familiar with using Bash for efficient data manipulation and foundational scripting skills.
2.
Project 1: Analyzing the 'US News' University Ranking Data
9 Lessons
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
7 Lessons
Go hands-on with mining Facebook data using Bash commands for insightful analysis.
4.
Project 3: Australian Cities Crime Statistics
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
5 Lessons
Solve problems in analyzing Shakespearean texts using advanced Bash commands and data mining techniques.
6.
Bash Tutorials
11 Lessons
Investigate Bash scripting essentials from basics, variables, and command execution to redirections and loops.
7.
REGEX Tutorials
7 Lessons
Analyze regex fundamentals, BRE and ERE syntax, character classes, lookarounds, atomic groups, and Bash regex usage.
8.
AWK Tutorials
4 Lessons
Get familiar with AWK's text processing capabilities, variables, functions, and practical examples.
9.
SED, GREP and Find Tutorials
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
10 Lessons
Examine key technologies in Hadoop's Big Data landscape, including HDFS, MapReduce, YARN, and more.
11.
Conclusion
1 Lessons
Enhance your skills in data science tools, practical applications, and further learning resources.
Certificate of Completion
Showcase your accomplishment by sharing your certificate of completion.
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