AhmedMMahrous

AhmedMMahrous

Config files for my GitHub profile.

Breast-Cancer-IDC-Deep-Learning

Inasive ductal carcinoma (IDC) is - with ~ 80 % of cases - one of the most common types of breast cancer. It's malicious and able to form metastases which makes it especially dangerous. Often a biopsy is done to remove small tissue samples. Then a pathologist has to decide whether a patient has IDC, another type of breast cancer or is healthy. In addition sick cells need to be located to find out how advanced the disease is and which grade should be assigned. This has to be done manually and is a time consuming process. Furthermore the decision depends on the expertise of the pathologist and his or her equipment. Therefor deep learning could be of great help to automatically detect and locate tumor tissue cells and to speed up the process. In order to exploit the full potential one could build a pipeline using massive amounts of tissue image data of various hospitals that were evaluated by different experts. This way one would be able to overcome the dependence on the pathologist which would be especially useful in regions where no experts are available.

Classification-Bankers-in-the-bank-Deep-Learning-

This collected data on Bank clients, and I analyzed the data, statistically analyzed and extracted very important information, and then I built a neuron that predicts Will the customer leave the bank or not?

Data-Science-and-Software-Engineering

Diabetes-disease-prediction

EDA-prediction-House-price

Exploring and Analyzing Data about House Prices ,Then find solutions to Predict the final price of each home.

Google-Play-Store-EDA-Rating-Prediction-

Hotel-Bookings-Prediction

Prediction the hotel booking. Project descriptionPrediction the hotel booking whether : booking is going to cancel or not with ML classification models.

linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

My-Dashboard

Making dashboard that show sales for customers performance using Tableau

Predict-Prices-of-Airline-97.5-a-cc-

https://www.kaggle.com/ahmedmohamedmahrous/airline-tickets-prediction-97-5-acc

Prediction-status-of-Chronic-kidney-disease

Prediction , Does the person have chronic kidney disease through a set of data collected on infected and non-infected persons?

Titanic-Solution-ML

Exploring and Analyzing Data about Titanic passengers ,Then find solutions to predict People surviving this trip.

Breast-Cancer-Classification

This application helps you diagnose breast cancer by entering some medical tests.

EDA-Stock-market-Time-Series-Analysis

Medical-Expenses-Prediction-End-to-End-Data-Science-Project-

Predict the future medical expenses of patients based on certain features.

Optimizing-Agricultural-Production-ML

This Project will help us to make better choices the appropriate crop for the soil based on several factors.

Zomato-Restaurants-Analysis-

Course-Recommendation-System-Deploy-On-Heroku

Recommend Similar Courses For Which the user is Looking For...

Data-Science-Interview-Questions

Data-Structure-and-Algorithms-In-Python

Data Structure and Algorithms In Python

Deploy-Funnel-Chart-with-Streamlit

Deploy Funnel Chart with Streamlit

My-Competitive-Programming

My attemps to solve programming problems

Streamlit-Bootcamp

Streamlit Bootcamp