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anshuman patel's Projects

boston-house-price-prediction icon boston-house-price-prediction

This is a python notebook that employs the data collected from boston housing projects and uses a machine learning model to predict the house prices based on certain parameters. This uses regression technique to come up with the prices of the houses, which is then compared with the prices quoted.

capstone-project icon capstone-project

This is a kaggle competition based project. The goal was to find out whether the claims made by the insurer towards the Allstate insurance is upto the scale or not. Allstate ran this hiring competition in kaggle. Altought I was not an active participant in this, I took this just to check my entry against the top 5%, wich was completed.

customer-segments icon customer-segments

This was a machine learning based project. This project demonstrates the clustering technique of machine learning. The goal was to cluster the given data of consumers to find out what behaviours they show as a cluster and which one are outliers.

dog-app icon dog-app

This project harnesses the power of a Convolutional Neural Networks (CNN) to identify the dog breeds. The goal of this project was to build a pipeline that can be used within a web or mobile app to process real-world, user-supplied images. Given an image of a dog, your algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

ds_algo_practice icon ds_algo_practice

This repository contains my effort to go solve as much problem as I could on data structures and algorithms. In the beginning my goal is to bring this into habit. Phase one is to implement and get familiar with all famous data structures and algorithms. I intend to make this the longest streak in my working career. Phase two will contain to solve problems on famous competitive coding websites.

face_generation icon face_generation

In this project, a generative adversarial network was deployed to generate new images of faces using some given images of celebrity, sounds cool !!!!! This was the last project of Deep Learning Foundation Nonodegree.

finding-donors-for-charity icon finding-donors-for-charity

This project uses supervised learning to classify whether the given person is a potential donor or not. The goal was to implement a supervised classification technique on the given data.

first-neural-network icon first-neural-network

In this project, you'll get to build a neural network from scratch to carry out a prediction problem on a real dataset! By building a neural network from the ground up, you'll have a much better understanding of gradient descent, backpropagation, and other concepts that are important to know before we move to higher level tools such as Tensorflow. You'll also get to see how to apply these networks to solve real prediction problems! (Will edit later)

image-classification icon image-classification

A CovNet based project using CIFAR-10 database of images to use CovNet to classify between the 10 types of labels by the given dataset

language-translation icon language-translation

This is a deep learning based project. A document containing 140k sentence of english to french conversion was fed to train the data, and the goal was to make a language converter which converts any english text to french. This gave the most amazing results, considering the accuracy of the converted text.

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