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leenalnajjar's Projects

arabic-image-captioning icon arabic-image-captioning

The concept of the project is to generate Arabic captions from the Arabic Flickr8K dataset, the tools that were used are the pre-trained CNN (MobileNet-V2) and the LSTM model, in addition to a set of steps using the NLP. The aim of the project is to create a solid ground and very initial steps in order to help children with learning difficulties.

forecasting-carbon-dioxide-emissions-levels-in-jordan icon forecasting-carbon-dioxide-emissions-levels-in-jordan

Year after year the percentage of carbon dioxide emissions in Jordan increase dramatically, and this lead to increase the temperature , to investigate this, the project aims to study the impact of CO2 emissions in on temperature and then use deep learning algorithm to predict the CO2 emission level through the next 10 years

gold-price icon gold-price

The project aims to predict the gold price based on number of features and then employee these features to build high accuracy machine learning model.

life_expectancy icon life_expectancy

Multiple linear regression has been used in order to provide a predictions regarding the common factors that affect the life expectancy.

medical-insurance-costs icon medical-insurance-costs

The project aim to analyze the main factors that might impact the charges of the medical insurance and then build a machine learning model which can predict the charges of treatments based on the features available information.

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