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Regularization in Neural Networks
Regularization in Neural Networks
what regularization is, and when and why it may be helpful to add it to our model, and what are the different methods with sample Codes and Mathematical explanations.
Optimization in Neural Networks
Optimization in Neural Networks
Understand various types of optimizers along with their advantages and disadvantages. With some overviews on Loss function, Front and Back propagation, EWA.
Importing Data using Python
Importing Data using Python
In this article, we explored how to import different types of data using various library. Such as pandas, csv, openpyxl, xlrd, json, Pillow, SkLearn, MoviePy and OpenCV.
Activation Function in Neural Networks
Activation Function in Neural Networks
what is Activation Function, and when and why it may be helpful to add it to our model, and how to choose an Activation Function as per requirement with sample Codes and Mathematical explanations.
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