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followers: 95.0 following: 155.0 repos: 53.0 gists: 4.0

Name: Prateek Agrawal

Type: User

Company: AMD India Pvt. Ltd.

Bio: Silicon Design Engineer 2 @ AMD. It's not who I am...but what I code that defines me.

Location: Hyderabad

Blog: poly.work/prateekagrawal

Prateek Agrawal's Projects

100-days-of-ml

The following repository contains source code for a 100 Day personal machine learning coding challenge. It contains projects that I do as a part of my learning

analysing-china-s-gdp-

The following repository contains code that analyses China's GDP to predict the GDP for future years. It uses sigmoid function and curve fitting to obtain a better accuracy

android-basics

The following repository contains source code for various android projects

butterfly-classification

The following repository contains source code for Butterfly Classification hackathon on Dockship AI

The following repository contains program to predict whether the cancer is benign or malignant based on various features. It also uses 3 different evaluation metrics namely Confusion Matrix, F1-Score, Jaccard Index to compute the accuracy of the model

chext-x-ray-pneumonia-detection

The following repository contains source code and trained models for detecting Pneumonia in Chest X Ray Scans

cnn-architectures

The following repository contains source code for multiple CNN-Architectures

co2-emission-prediction

The following repo consists of a single linear regression as well as multivariate linear regression model to predict the CO2Emission of the car using various features.

computer-architecture

The following repository contains various programs developed as a part of Computer Architecture Practice Course

computer-networks

The following repository contains source code for various projects done as a part of Computer Networks Course

deep-style

Deep style is a transfer learning based neural style transfer web application that stylizes your image to one of the 4 styles available (at the moment).

device-drivers

The following repository contains source code for various assignments done as a part of Device Driver's Lab

dog-breed-classification

The following repository contains source code for Dog-Breed-Classification using multiple SOTA methods.

drug-prediction-using-decision-tree

The following repository contains code to predict the Drug based on various symptoms by using Decision Tree Model

embedded-systems

The following repository contains source code for various programs done as a part of Embedded Systems Lab

female-diabetes-prediction

The following repository contains source code and other files for Diabetes Detection in Female web application

garbage-classification

The following repository contains source code for a computer vision problem statement to classify images into their garbage category such as plastic and metal

hacknitp-21

The following repository contains my approach for Hack NITP AI Dockship Challenge

handwritten-digit-recognition

The following repository contains code for Handwritten Digit Recognition using Neural Networks and MNIST dataset.

handwritten-digit-recognition-using-cnn

The following repository contains code for handwritten digit recognition using CNN. The model achieved and accuracy of 99% in 3 epochs and can reach up to 99.8% in around 11-12 epochs.

horse-or-human

The following repository contains source code for classifying the image as either a human or a horse using CNN and DNN. The codes have been written on Google Colaboratory and contain some module that run only on Google Colaboratory.

hot-dog-or-not

The following repository contains the code to predict whether the image is of a hotdog or not using Transfer Learning. It uses two models namely ResNet50 and VGG16.

house-price-prediction-boston

The following repository contains code to predict the house price of a house in boston using simple linear regression model

house-price-prediction-for-melbourne

The following repository contains code for a basic ML Model to predict the price of a house in Melboune using DecisionTreeRegressor. The model has been deployed using Flask and the repository contains the code for the same.

house-price-prediction-for-philadelphia

The following repository contains the source code and the dataset to predict the price of a house in Philadelphia based on the crime rate in the town. It also uses data preprocessing to develop a better model for the same.

house-price-prediction-iowa

The following repository contains code to predict the sale price of a house in Iowa and used Decision Tree Regressor model to predict

house-price-prediction-melbourne

The following repository contains code to predict the house price of a house in Melbourne using Decision Tree Regressor

hybrid-recommender-system

The following repository contains code for a recommender system which is a combination of User_item and Item_Item based reocmmenders.

hyperparameter-tuning-using-optuna

Optuna is a Hyper-parameter tuning framework that can be used to tune the models and find a better set of parameter values

icc-cricket-world-cups

The following repository contains source code and dataset for ICC-Cricket-World-Cups data analysis done as a part of Analytics and Systems of Big Data course's Lab End Semester Examination.

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