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👩‍💻 Hi there!

Hi! I'm a Industrial Engineer turned data scientist who is passionate about data science and machine learning. I'm using R and Python for data analysis, statistical modelling and machine learning. And I'm open to new opportunities 💻

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sara's Projects

bank_customers icon bank_customers

The purpose of this campaign is to create "term bank deposits".

correct_routing icon correct_routing

in this project I try to make a model to realize the destination of a car due to my data

diamond icon diamond

predict the price of diamond based on its feature

fraud_detection icon fraud_detection

People have bought products using fake transactions, but no money has been entered into the institution's account. A fraud detection system has been implemented to prevent such incidents.

mushroom_hunter icon mushroom_hunter

I used the mushroom dataset and run the random-forest algorithm on it to achieve a model that is able to conclude and announce whether a mushroom is poisonous or edible by receiving several features.

nba_analysis icon nba_analysis

Prediction about performance of the American professional league (NBA) players.

pistachio icon pistachio

Use k-NN model on a pistachio data set and check the accuracy of recognizing two different types of pistachios and separating them from each other.

planar_data_classification_with_one_hidden_layer icon planar_data_classification_with_one_hidden_layer

Implement a 2-class classification neural network with a single hidden layer Use units with a non-linear activation function, such as tanh Compute the cross entropy loss Implement forward and backward propagation

recognizing_handwritting icon recognizing_handwritting

One of the simplest examples in image processing is the recognition of handwritten digits. This means that by receiving a photo of a handwritten number, the computer can recognize what number it has entered

traffic_shahri icon traffic_shahri

in this project I wanna predict the number of cars which stock in the traffic everyday.

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