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Data Analytics Using Python Notebook -- 2

$10-60 USD

Finalizat
Data postării: peste 2 ani în urmă

$10-60 USD

Plata la predare
The banks are having a bit of trouble with debt at the moment. They have lent lots of money to people who promised to pay it back, and then didn’t. In the future, they would like to avoid lending to the kind of person who won’t pay back the loan, and that is where you come in. We have got some data from a bank describing 2000 of its loan customers. The data also tells us whether or not each customer repaid the loan. The question is simple – Can we predict who will repay the loans and who won’t? Data Preparation Describe what you did with the data prior to the modelling process (data cleaning). Show histograms of the one example variable before and after any pre-processing that you carried out. If you corrected any mis-typed entries in the data, report what you changed. Carry out descriptive analysis and explain each what they represent, use as many graph as possible and provide the descriptions Machine learning Modelling Give a detailed technical description of the techniques and the way the models are represented, which machine learning you use and why. Include one diagram showing the structure of each type of model that you build. Describe what hyper parameters may be changed and what effect this has. If you varied the hyper parameters of a model, show how this impacted on the results. Describe how you split the data for training, validation and testing purposes. Be methodical and record each result. Explain the test and pay attention to overfitting and underlining. Show an ROC curve for the decision as to whether or not a loan will be repaid and describe what the curve shows. Kindly send me a message.
ID-ul proiectului: 31863344

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Activ: 2 ani în urmă

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Avatarul utilizatorului
Hi! I'm 5 years experienced Data Scientist with theoretical and practical experience in Data Science, Machine Learning & Deep Learning ready to do your work in an efficient way with strong analytical and logical reasoning skills. My Core Skills are: Data analysis - Data Mining - Forecasting using Python, R, SPSS, Excel, KNIME, and SAS Enterprise Miner. Machine learning - Classification, Regression, Association Rule Mining, Clustering & Dimensionality Reduction. Deep Learning - Fully Connected Networks, CNNs, RNNs, LSTM, GANs & Reinforcement Learning. Databases: Teradata-SQL, MySQL, Mongo DB Enterprise Data Visualization: PowerBI & Tableau
$60 USD în 1 zi
4,5 (15 recenzii)
4,5
4,5
5 freelanceri plasează o ofertă medie de $70 USD pentru proiect
Avatarul utilizatorului
Hello there... i'm good with python programming and have used jupyter notebook several times in the past... send me a sample data
$90 USD în 7 zile
4,8 (59 recenzii)
5,6
5,6
Avatarul utilizatorului
Hello, I've complete MS Software Engineering. I've 5+ Years experience in Core Python development. My Core Skills are Machine Learning and AI - Deep Learning - Tensorflow - Pytorch - OpenCV - Deep Learning - Data Analysis K-mean - ID3 - Bayesian theorem - confusion matrix I'm excited with feeling that I would be able to satisfy your requirements Within Deadline. Please leave a message on my chat so we can discuss the project. Looking forward to your response, Best Regards: Aqeel Ahmed
$100 USD în 1 zi
5,0 (19 recenzii)
4,9
4,9
Avatarul utilizatorului
Hello sir, I think I can complete this project in 1 day because I am an expert in python data analysis.
$50 USD în 1 zi
5,0 (1 recenzie)
2,0
2,0

Despre client

Steagul NAMIBIA
Windhoek, Namibia
5,0
1
Metoda de plată a fost confirmată
Membru din mar. 28, 2020

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