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Build a elegant and customisable machine learning process in Python

$10-30 AUD

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Data postării: circa 3 ani în urmă

$10-30 AUD

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I am looking for someone to create a Python machine learning pipeline which I can use for a variety of projects. My own Python skills are fairly developed however not efficient. I have written all the below myself but it is messy and not very well optimised. I am looking for someone to build an elegant pipeline where it is easily adjustable and can work on different datasets. I have multiple datasets that have: - Dataset information columns - Target variable column - Feature columns These are all in pandas dataframs so would like to stick to pandas/scikit learn as much as possible. I would like some functions/code built that takes the input dataframe and does the following: - Pre processing steps (where i can input which column/s are information, target & features) - One hot encodes given features - Scales features (would like to choose different types eg. min/max) - Feature Selection (which are the most important features to use) - Train / Test split / cross validation and get the dataframe ready - Model Selection (both Classifier and regression options). Would like to then choose the best model - HyperParameter tuning - Model Training - Model Evaluation (show scores, errors, which model is best) - Bring back in Information columns to evaluate - Then a function to deploy algorithms on new datasets for future predictions. I have attached a sample dataset which has the following: Columns A to E are information columns Columns F to V are possible target columns Columns W to KE are possible features I would like clearly defined functions and elegant code with comments so that I can easily run the ML process myself. Im hoping there are some people out there who may already have done this on their own projects so it may not take too long for someone with ML experience in python Any questions please let me know!
ID-ul proiectului: 29865718

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4 propuneri
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Activ: 3 ani în urmă

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Avatarul utilizatorului
Hello, I'm Adel, Computers and Systems Engineer. I have experience in python for +3 years in many fields: - Data Science. - Data Analysis. - Automation and Scripting. - AI, ML and DL. I graduated from many nanodegrees-All are using Python: - Programming for Data Science. - Data Analyst. - Advanced Data Analysis. - Deep Learning. Certified from: - Huawei in AI using Python. - Aws cloud essentials including programming with python. - Google IT Automation using python. I did many projects you can see: [login to view URL] Please message me for more info..
$100 AUD în 5 zile
5,0 (27 recenzii)
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4,2
4 freelanceri plasează o ofertă medie de $115 AUD pentru proiect
Avatarul utilizatorului
Hello. I have read your proposal carefully and I feel confident that I can be the right candidate for your project. I have developed many python projects like web scrapping, computer vision and the other AI and have heavy experiences with a lot of python packages such as numpy, scipy, matplotlib and pyqt etc. Do you want to work with a reliable freelancer, don't you? If you want, please ping me. I will provide good results satisfying your preferences. I would like to discuss your project in more detail over chat. Hope to hear from you soon. Regards Ruslan
$300 AUD în 7 zile
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Avatarul utilizatorului
Hello, I have read your project details carefully, I find me familiar and available with many data science skills. I performed many projects , in ML, AI, Classification, Regression, data analysis , Statistics, MySQL and others I have good experience in Python libraries, Panda, Numpy, Matplotlib..etc I have the required time to work on your project and help you finish it as satisfied I hope hearing from you soon, to discuss the project detail and start work together Regards & Thanx Djamel
$30 AUD în 6 zile
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Avatarul utilizatorului
---- Build a elegant and customisable machine learning process in Python ----- Hi! I'm 5 years experienced in machine learning 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, Convolutional Neural Networks, Recurrent Neural Networks, Long Short Term Memory Networks, Generative Adversarial Networks & Reinforcement Learning. Databases: Teradata-SQL, MySQL, Mongo DB Looking forward to work with you. Thank You Nandita
$30 AUD în 7 zile
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Despre client

Steagul AUSTRALIA
Newport, Australia
4,9
3
Metoda de plată a fost confirmată
Membru din nov. 12, 2013

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