I have a dataset with 20k observations and 147 features and goal is to use these features to predict a binary outcome. There will also be a test data of the same format of 29k obs for you to predict the outcomes. The datasets are well organized in csv formats. The challenge is: 1. some features are numeric and some are categorical; 2. many features have missing values. Need some data imputation for both train and test datasets; 3. some kind of model selection is necessary given the large number of features, for example Lasso.
The project is due in 48 hours. On day 1, I would like to see a functional model, and the next day can be devoted to improving the model. For a very experience data scientist, the whole project won't take more than 8 hours.
Python 3 is the preferred programming language. Obviously, you will need to use Numpy, Pandas, Scikit Learn. Ability to use Tensorflow and/or Keras is a strong plus.
I am an expert in Data science, I've done a lot of projects in Machine learning involving classifiers , regression model etc, contact me for further discussion, i think i could deliver the project in the required time.
$100 USD in 2 days
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3 freelancers are bidding on average $159 USD for this job
Hi. My name is Uzair. I am in final semester of my masters in Electrical Engineering. I am doing my thesis in biomedical signal processing and Machine learning. I am also writing 2 research papers in machine learning and signal processing.
I have more than 3 years of experience in MATLAB specially in Machine learning, Image processing and Signal processing.
I have also done some work in deam learning and tensorflow in python.
Due to my vast research experience, I can handle your project with quality work. Kindly share some more details so that I can give you the exact solution to your problem. Lets discuss.
Regards
Hi,
I have 20+ years of total development experience in multiple technologies including Python
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Thanks
Atin