Java & UML for ML & Data Science Course Projects
Some Java Appliication That i coded in Java Course in "Artificial intelligence Profissionals Diploma" introduced by Egyptian Information Technology Institute ITI & EPITA - School of Engineering and Computer Science
EPITA
Wuzzuf
Java Final Project On Wuzzuf Data set Analysis:
Task: • Build all java needed classes (POJO , DAO, web service and a tester client for the web service) • Make a web service to get the following from the data set:
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Read data set and convert it to dataframe or Spark RDD and display some from it.
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Display structure and summary of the data.
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Clean the data (null, duplications)
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Count the jobs for each company and display that in order (What are the most demanding companies for jobs?)
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Show step 4 in a pie chart
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Find out What are it the most popular job titles?
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Show step 6 in bar chart
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Find out the most popular areas?
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Show step 8 in bar chart
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Print skills one by one and how many each repeated and order the output to find out the most important skills required?
#Technoligies: 1- Spark 2- Smile 3- Spring
Team: 1- Mahmoud Elhemaly 2- Mohamed Ashraf 3- Hady El Maddah
Wuzzuf jobs in Egypt data set at Kaggle https://www.kaggle.com/omarhanyy/wuzzuf-jobs
How to run : http://localhost:8282/