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Albert Abraham's Projects

bangalore_coffee_shop_clustering icon bangalore_coffee_shop_clustering

The objective of this capstone project is to analyse and select the best locations in the city of Bangalore, India to open a new coffee shop. Using data science methodology and machine learning techniques like clustering, this project aims to provide solutions to answer the business question: In the city of Bangalore, India, if a property developer is looking to open a new coffee shop, where would you recommend that they open it?

bike_sharing icon bike_sharing

The objective of this Case is prediction of daily bike rental count, based on the environmental and seasonal settings.

car_fare_prediction icon car_fare_prediction

Predicting car fares based on historical data on car trips. In this problem we are given a training set of 16067 taxi trips in the train data and 9914 records in the test data. The goal of this challenge is to predict the fare of a taxi trip given information about the pickup and drop off locations, the pickup date time and number of passengers travelling.

coursera_capstone icon coursera_capstone

Repository of Applied Data Science Capstone Project: "War of the Neighbourhoods"; completed as part of "IBM Data Science Professional Certificate"

django-angular-ionic icon django-angular-ionic

Leveraging a REST API built with Django, we'll build an Angular Web App. With the same API, we'll build a mobile app using the Ionic Framework.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

julia-mit icon julia-mit

Tutorials and information on the Julia language for MIT numerical-computation courses.

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