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Look inside
In this liveProject, you’ll step into the life of a budding data scientist looking for their first job in the industry. There are thousands of potential roles being advertised online, but only a few that are a good match to your skill set. Your challenge is to use data science tools to automate the process of trawling through job listings, to save time as you optimize your resume, identify the most in-demand skills, and find jobs that are a good fit for you. To do this you’ll use Python to perform Natural Language Processing and text analysis on pre-scraped data from jobs posting websites.
This project is designed for learning purposes and is not a complete, production-ready application or solution.
prerequisites
The liveProject is for intermediate Python programmers who know basic data science techniques. To begin this liveProject, you should be familiar with the following topics:TOOLS
- Basics of Jupyter Notebook
- Basics of pandas
- Basics of scikit-learn
- Basics of K-means clustering
- Basics of TF-IDF
features
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- You choose the schedule and decide how much time to invest as you build your project.
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- Each project is divided into several achievable steps.
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- Compare with others
- For each step, compare your deliverable to the solutions by the author and other participants.
- book resources
- Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.
related titles
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Decoding Data Science Job Postings to Improve Your Resume project for free
Decoding Data Science Job Postings to Improve Your Resume project for free
team
monthly
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only $33.33 per month
- five seats for your team
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- choose twelve free products per year
- exclusive 50% discount on all purchases
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Decoding Data Science Job Postings to Improve Your Resume project for free
choose your plan
pro
monthly
annual
$24.99
$249.99
only $20.83 per month
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
-
![]()
Decoding Data Science Job Postings to Improve Your Resume project for free
team
monthly
annual
$49.99
$399.99
only $33.33 per month
- five seats for your team
- access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
- choose another free product every time you renew
- choose twelve free products per year
- exclusive 50% discount on all purchases
-
![]()
Decoding Data Science Job Postings to Improve Your Resume project for free
