Hello everyone,
I have done few projects on machine learning that includes building a model to make predictions on test data. But, I do not have any experience regarding software development. I want to develop a software, which contains an interface to take input data from the user and then make predictions on that data using machine learning algorithm. Can anyone please guide me in the process?
Thank you in advance,
Assuming you require a GUI that applies ML algorithms, you can work on learning Tkinter; it's pretty simple [link 1]. If you are looking for something different, you can look at [link 2].
All you have to do is to build a model using a standard dataset or your own synthesized data and then put the trained model to an application with a GUI. The interface can accept inputs from the user and display the relevant outputs from the model.
If you are applying this to a real-world scenario such an image-based application, you could work on Raspberry Pi. It natively supports Python programming and interfacing with components such as a camera and LCD, LED, etc., is cakewalk compared to other modes of embedded programming.
Best wishes for your entry to application-level programming in Python!
http://python-textbok.readthedocs.io/en/1.0/Introduction_to_GUI_Programming.html
https://opensource.com/resources/python/gui-frameworks
Assuming you require a GUI that applies ML algorithms, you can work on learning Tkinter; it's pretty simple [link 1]. If you are looking for something different, you can look at [link 2].
All you have to do is to build a model using a standard dataset or your own synthesized data and then put the trained model to an application with a GUI. The interface can accept inputs from the user and display the relevant outputs from the model.
If you are applying this to a real-world scenario such an image-based application, you could work on Raspberry Pi. It natively supports Python programming and interfacing with components such as a camera and LCD, LED, etc., is cakewalk compared to other modes of embedded programming.
Best wishes for your entry to application-level programming in Python!
http://python-textbok.readthedocs.io/en/1.0/Introduction_to_GUI_Programming.html
https://opensource.com/resources/python/gui-frameworks
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