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[login to view URL] employee access prediction

The goal of my project was to build a machine learning model, using supervised learning on historical data provided by amazon, that predicts an employee’s access needs, such that manual access transactions are minimized as the employee’s attributes change over time. The model takes as input an employee’s role information and a resource code and outputs a prediction of whether or not access should be granted. This was a binary classification problem (predict approval or disapproval). The data consists of real historical data collected from 2010 & 2011. Employees are manually allowed or denied access to resources over time. You must create an algorithm capable of learning from this historical data to predict approval/denial for an unseen set of employees.

dataset link: [login to view URL]

Requirements:

• I want prediction with high accuracy in Kaggle site. I want to be in top 50 in kaggle leaderboard

• Use python code in machine learning to run this data set.

• I want 4 best algorithms to execute with this dataset. can you please suggest me best algorithms for this problem.

and I want neural networks also. I don't want random forest and linear regression algorithms.

• I want documentation for this project as much as information you can provide with plagiarism.

• The code should be executed on the Kaggle website.

Kemahiran: Python, Machine Learning (ML), Algoritma, Neural Networks

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Tentang Majikan:
( 0 ulasan ) Khlong Luang, Thailand

ID Projek: #21570405

Dianugerahkan kepada:

mza5ab8dc9be9a8c

Greetings! Welcome to DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE Developer by using Python! I hope you are doing good. Well, regarding this project, I have extensive 8+ years of experience in DEEP LEARN Lagi

$30 USD dalam 4 hari
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5.1

11 pekerja bebas membida secara purata $24 untuk pekerjaan ini

jacklin1990

Hello. I am a ACM ICPC competitor. I was majored in AI(ML, NLP, Computer Vision). I have many experiences with programming contest such as ACM ICPC, CodeChef, Hack Rank, Google Code Jam, Codeforces for 13 years. I can Lagi

$20 USD dalam 7 hari
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6.3
qaisrani123

HI, I am data scientist and have good experience in python and R programming. My area of interest is statistical Analysis of dataset and apply ML/deep learning algorithm. I can intern your tasks. Kind Regards

$30 USD dalam sehari
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4.4
hayat38402

I've really rich experience in Machine Learning with R (R studio) and Python Programming. I am having 7+ years of experience in Data Science using tools like Python, R, and Spark. I have worked on several similar proje Lagi

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Chan1010

Dear Client! I read your description carefully and i'm very interested in your project. I am specialized in python for ML. I have experience in models you want. I am free now and I will start work right now. I will wor Lagi

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nitishagarwal95

I have done prediction model in the past. I am confident of doing this project too. I can start start with pulling the data into python, creating seperate dataframe's after discussion with business. After which i would Lagi

$20 USD dalam 14 hari
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0.0
rahul211193

I am a Python data science expert with experience in Statistics and machine learning modeling. I have also experience in tableau, SQL and machine learning. I have worked big firm and also have good experience.

$30 USD dalam 7 hari
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Albertbestcoder

I’ve read your job very carefully and understand what you want. I'm an excellent Deep Learning expert. I have developed many AI projects using Tensorflow,Torch and Caffe. I have enough experiences in medical image proc Lagi

$30 USD dalam 7 hari
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Thirukannan17

I have experience in various algorithms in machine learning to access different types of datasets in Kaggle . Very much interested in your project proposal

$15 USD dalam 3 hari
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hjdsolution

I am interested in this project, Please contact me here if requirement is still open. I have implemented 2 ML projects with Python .

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