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資料集介紹
一家從事大資料和資料科學的公司，想從成功通過他們開展的課程的人里面雇傭資料科學家，報名的人很多，公司想知道培訓之后哪些人是真的在尋找作業機會，候選人注冊之后，即可獲得人口統計、教育、經驗等相關資訊，使用這些資訊建立模型，預測候選人是尋找新作業，還是會繼續留在當前的公司，
特征：
enrollee_id : Unique ID for candidate
city: City code
city_ development _index : Developement index of the city (scaled)
gender: Gender of candidate
relevent_experience: Relevant experience of candidate
enrolled_university: Type of University course enrolled if any
education_level: Education level of candidate
major_discipline :Education major discipline of candidate
experience: Candidate total experience in years
company_size: No of employees in current employer's company
company_type : Type of current employer
lastnewjob: Difference in years between previous job and current job
training_hours: training hours completed
target: 0 – Not looking for job change, 1 – Looking for a job change -
資料探索及可視化
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資料預處理
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建模
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標籤：AI