Maged Mahmoud's Projects
this includes code for some algorithms that detect anomalies (outliers ) and remove them automatically based on Machine learning
Aspen HYSYS - Python connection
HYSYS Automation
Building Systems with the ChatGPT API
this repository contains the prediction model of houses prices in California
Jupyter code notebooks of "ChatGPT Prompt Engineering for Developers" by DeepLearning.AI and OpenAI.
Free dark admin template based on Bootstrap 4.
Template for a data science project
Efficient Python Tricks and Tools for Data Scientists
This project uses CIFAR10 dataset to implement end-to-end image classification project. * You are going to deal with building Neural Networks Architectures based on the concept of the most popular nets. * Then hands on experience with hyperparameter tunning will be gained. * You are going to know how to implement custom loss function, so the recent published one called PolyLoss will be discussed.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Excel file with VBA simple script to get info from hysys cases
This project is to create a model that predicts the lithology of the logged well from well logging data.
The objective of this project is to create a model that classify the image of a CT-scan of chest cancer. I used the most suitable neural networks and transfer learning to classify among four classes, namely Adenocarcinoma, Large cell carcinoma, Squamous cell carcinoma, and Normal.
<h1 align="center">Hi š, I'm Maged Mahmoud</h1> <h3 align="center">Junior Data Scientist and Machine Learning Engineer with high command and hands-on experience in implementing Machine Learning, Data Science and Deep Learning models using Scikit Learn, TensorFlow and Keras. Highly motivated to solve real life challenges using AI Solutions. Seeking a challenging opportunity where acquired technical, analytical, organizational and communication skills would be employed and further enhanced.</h3> - š Iām currently working on **Root cause of drilling bit failure based on computer vision** - š± Iām currently learning **Modern computer vision techniques and practical data science on AWS** - šØāš» All of my projects are available at [Kaggle and GitHub](Kaggle and GitHub) - š I regularly write articles on [LinkedIn](LinkedIn) - š¬ Ask me about **Machine learning algorithms, computer vision techniques, data science tools** - š« How to reach me **[email protected]** - š Know about my experiences [https://www.linkedin.com/in/maged-mahmoud-413746131](https://www.linkedin.com/in/maged-mahmoud-413746131) - ā” Fun fact **I believe I will do it.** <h3 align="left">Connect with me:</h3> <p align="left"> <a href="https://linkedin.com/in/https://www.linkedin.com/in/maged-mahmoud-413746131" target="blank"><img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/linked-in-alt.svg" alt="https://www.linkedin.com/in/maged-mahmoud-413746131" height="30" width="40" /></a> <a href="https://kaggle.com/https://www.kaggle.com/magedmahmoud" target="blank"><img align="center" src="https://raw.githubusercontent.com/rahuldkjain/github-profile-readme-generator/master/src/images/icons/Social/kaggle.svg" alt="https://www.kaggle.com/magedmahmoud" height="30" width="40" /></a> </p> <h3 align="left">Languages and Tools:</h3> <p align="left"> <a href="https://www.docker.com/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/docker/docker-original-wordmark.svg" alt="docker" width="40" height="40"/> </a> <a href="https://opencv.org/" target="_blank" rel="noreferrer"> <img src="https://www.vectorlogo.zone/logos/opencv/opencv-icon.svg" alt="opencv" width="40" height="40"/> </a> <a href="https://pandas.pydata.org/" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/2ae2a900d2f041da66e950e4d48052658d850630/icons/pandas/pandas-original.svg" alt="pandas" width="40" height="40"/> </a> <a href="https://www.python.org" target="_blank" rel="noreferrer"> <img src="https://raw.githubusercontent.com/devicons/devicon/master/icons/python/python-original.svg" alt="python" width="40" height="40"/> </a> <a href="https://scikit-learn.org/" target="_blank" rel="noreferrer"> <img src="https://upload.wikimedia.org/wikipedia/commons/0/05/Scikit_learn_logo_small.svg" alt="scikit_learn" width="40" height="40"/> </a> <a href="https://seaborn.pydata.org/" target="_blank" rel="noreferrer"> <img src="https://seaborn.pydata.org/_images/logo-mark-lightbg.svg" alt="seaborn" width="40" height="40"/> </a> <a href="https://www.tensorflow.org" target="_blank" rel="noreferrer"> <img src="https://www.vectorlogo.zone/logos/tensorflow/tensorflow-icon.svg" alt="tensorflow" width="40" height="40"/> </a> </p>
This notebook contains the most promised techniques that are implemented to classify texts ex. reviews.
Economic Self-Optimizing Control in a Python toolbox
A Free to use, Beautiful, Feature Rich, Fully Customizable Flat Modern GUI Template Using Pyside2 designed in Qt Designer, supported for Windows/Linux/Mac OS, Incorporating widgets like Buttons, Progress Bar, Custom Tabs, and many more.
The repo is for everyone who is interested to learn OpenCV basics and get hands on experience with image processing
this repository contains some python algorithms and problem solving (first step of my code )
this includes the data and the training model for real time reservoir pressure based on machine learning algorithms and also estimates the Original hydrocarbon in place.
Stable Diffusion web UI
YOLOv5 š Welcome to Drill Bit Failure Detection Project! V 1.0 DEMO Presented to upstream oil and gas industry: Upload images and then Detect the type of failure then define the root cause of failure
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent