Research job opportunities with Selenium and Python

3.6
7 個評分
提供方
Coursera Project Network
在此指導項目中,您將:

Identify important skills to apply for a job position

Learn Web Scraping

Learn Data pre-processing

Learn Data Visualization using matplotlib

Clock2 hours
Intermediate中級
Cloud無需下載
Video分屏視頻
Comment Dots英語(English)
Laptop僅限桌面

In this 1-hour long project-based course, you will create a simple pipeline to automate the process of Job search using Python and Selenium. Find the right set of specific tools & skills you need to learn to fill in the gaps of knowledge to have higher chances of getting hired and identify the current Job openings and the roles for the subject area of your choice using various visualization techniques from the generated data. While searching for a new role It becomes laborious to continually check each website to see what new roles have been posted since there are so many different websites, which list different jobs and at different times. Individuals end up relying on advertisements and do not reach the 50th or even the 10th page of Job search portals hence missing out on an opportunity which could have been in line with their expectations. In this project, we will learn to tackle these issues by scraping multiple pages and visualize this large dataset in one space and gain insights into the current job market.

您要培養的技能

job searchPython ProgrammingPandasMatplotlibWeb Scraping

分步進行學習

在與您的工作區一起在分屏中播放的視頻中,您的授課教師將指導您完成每個步驟:

  1. Introduction to Web scraping, Importing Modules, and constructing variables

  2. Setting up Web driver

  3. Scraping Website

  4. Assigning data to a pandas data frame

  5. Data pre-processing

  6. Data visualization & analysis based on job location, job openings, roles

  7. Data visualization & analysis based on skills

  8. Programming languages and tools in demand

指導項目工作原理

您的工作空間就是瀏覽器中的雲桌面,無需下載

在分屏視頻中,您的授課教師會為您提供分步指導

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