mo7ashraf/wuzzuf_jobs_analysis

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: Read data set and convert it to dataframe or Spark RDD and display some from it. Display structure and summary of the data. Clean the data (null, duplications) Count the jobs for each company and display that in order (What are the most demanding companies for jobs?) Show step 4 in a pie chart Find out What are it the most popular job titles? Show step 6 in bar chart Find out the most popular areas? Show step 8 in bar chart 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 kaggle.com # wuzzuf_jobs_analysis 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: 1. Read data set and convert it to dataframe or Spark RDD and display some from it. 2. Display structure and summary of the data. 3. Clean the data (null, duplications) 4. Count the jobs for each company and display that in order (What are the most demanding companies for jobs?) 5. Show step 4 in a pie chart 6. Find out What are it the most popular job titles? 7. Show step 6 in bar chart 8. Find out the most popular areas? 9. Show step 8 in bar chart 10. Print skills one by one and how many each repeated and order the output to find out the most important skills required? #Technoligies: 1- Java 2- Spark 3- Spring 4- TableSaw 5- XChart 6- Maven 7- Smile 8- HTML 9- CSS 10-Java Script Team: 1- Mohamed Ashraf 2- Mahmoud Elhemaly 3- Hady El Maddah Wuzzuf jobs in Egypt data set at Kaggle kaggle.com