Amira Fathy

projects

1- MASK-DETECTION (DEEP LEARNING IMAGE PROCESSING )

 i made a model to detect if the person with a mask or without a mask or with an incorrect mask i used deep leering (Keras & Tensorflow ) I was got accuracy 95%

2- BIKE_SHARING (DATA ANALYSIS ) 

the data have 17379 rows (a record ) and 17 columns ( features). i worked on data-transformed columns from numerical to categorical (pre-processing data ). then visualization data . and i compared between casual®istered and know which season get the highest records

3- ABSENTEEISM AT WORK (DATA ANALYSIS)

 this is the issue in the company to know the reason for the absence I analyzed the data and use some statistics like - conditional probability, and Bayes' theorem - Kolmogorov-Smirnov tests for equality of probability distributions. - Box-Cox and Yeo-Johnson transformations.

4- BIKE_SHARING (DATA ANALYSIS ) 

the data have 17379 rows (a record ) and 17 columns ( features). i worked on data - transformed columns from numerical to categorical (pre-processing data ). then visualization data . and i compared between casual®istered and know which season get the highest records

5-HOUSE -PRICES (MACHINE LEARNING) 

Kaggle analysis the data and made a model to predict the price of house

6- DIABETES ( DATA ANALYSIS & MACHINE LEARNING )

 Diabetes: is a disease that occurs when your blood glucose, in this project I analyzed and visualized the patient if had diabetes or not by a blood analysis without making an insulin test and making a model to predict the patient. 

7-LENDING (DATA ANALYSIS ) 

prosper:the first lending marktplace in the united states in this project , the company need to know the best way to get a high profit from the loan

8- TMDB MOVIE (DATA ANALYSIS ) TmdB it is the website that has a database of movies and their rates and profits, I got the data and assessed, processed, cleaned, analyzed, and visualized it to know which movies had a high profit and why.

Computer Science Cairo university 

MBA (Master of Business Administration) The Arab international academy for science and development