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Supriya Rani's Projects

data-analysis-using-matplotlib-and-pandas icon data-analysis-using-matplotlib-and-pandas

My First and very basic data analysis project. All the things has started from very basic, Two tables are used containing the data of ride and its fare. I have used both and produced some important results.

e-commerce-software-srs icon e-commerce-software-srs

Designed e-commerce software in the team of 5 members under Software Engineering based on Agile Methodology. We have developed SRS document, which can be further used for real software development.

handwriting-recognition icon handwriting-recognition

Handwriting recognition (HWR), also known as Handwritten Text Recognition (HTR), is the ability of a computer to receive and interpret intelligible handwritten input from sources such as paper documents, photographs, touch-screens and other devices. For this task we build a convolution neural network (CNN) in Keras using Tensorflow backend. We will use a standard CNN with multiple convolution and maxpool layers, a few dense layers and a final output layer with softmax activation. RELU activation was used between the convolution and dense layers and model was optimized using Adam optimizer. The size of the model needs to be proportional to the size of the data. Three blocks of convolution -maxpool layers and couple of dense layers was sufficient for this problem.

house-price-prediction-using-deep-learning icon house-price-prediction-using-deep-learning

we will be exploring how to use a package called Keras to build our first neural network to predict if house prices are above or below median value. In particular, we will go through the full Deep Learning pipeline, from: Exploring and Processing the Data Building and Training our Neural Network Visualizing Loss and Accuracy Adding Regularization to our Neural Network

internship-dojo icon internship-dojo

I have successfully brought various analysis projects for the startup organisation DOJO.

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