omarmohamed2011 Goto Github PK

ai-for-medical-diagnosis

If you are going to take this course ; you will be able to create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.

arduino_pid-drone-balance-code

This code has succeded in flying a simple drone project

artificial-intelligence-training-certification

bike-sharing-project

binet

This is the complementary code repository for the BINet papers.

caner_data_copy

census-dataset-exploration-and-solution

convolutional-neural-networks-in-tensorflow

This repository contains all "CNN Tensorflow" coursera course assignments to help others who didn't finish the course and struggle with their assignment to finish the course

coronet

CoroNet is a Covid-19 detection and diagnosis tool. It scans chest x-rays and clasifies it into normal, pneumonia or covid classes

count_characher_occurences

data-preprocessing-code

A data pre-processing code for those who aren't familiar with machine learning and deep learning , it can helps you know how to handle csv data , read it and fill its missings. And here I also added some code for predictions that can help you as well

data-preprocessing-techniques

When it comes to creating a Machine Learning pipeline, data preprocessing is the first step marking the initiation of the process. Typically, real-world data is incomplete, inconsistent, inaccurate (contains errors or outliers), and often lacks specific attribute values/trends. This is where data preprocessing enters the scenario – it helps to clean, format, and organize the raw data, thereby making it ready-to-go for Machine Learning models. Let’s explore various steps of data preprocessing in machine learning, but firstly we need to understand the concept of Noisy data.

data-understanding-and-visualization

Data on number of births every month for approx 135 counties. The columns are self-explanatory, I have described the important columns below. Country or area: The name of the country. Year: the year for which the record is stored. Month: The name of the month. Number of births: The total number of births that happed in the month. Code tries to understand and interpret data in Sweden and you can generalize by trying other areas.

datacamp-parlai-tutor

In this tutorial we will: Chat with a neural network model! Show how to use common commands in ParlAI, like inspecting data and model outputs. See where to find information about many options. Show how to fine-tune a pretrained model on a specific task. And other things as well you can do with the large scale project ParlAI that aim to change the perception of NLPs.

datainsight-dataanalysis-and-ml-project

datavisualization_seaborn_python

dc-unet

decision-tree-regressor-scikit-learn-python-notebook

Create your own Decision Tree regression project and score high accuracy , this project can help beginners in Machine learning - ML to do that with clear and easy steps.

deep-learning-udacity-nanodegree

A very good nanodegree program for those who have a strong background and strong knowledge in deep learning algorithms and wishful to grasp some practicatl hands-on experiences to implement deep learning advanced techniques with Pytorch

electropi-scholarship

face-and-emotion-recognition

Realtime person's face recognize and can classify emotion using webcam, video or images.

feature-engineering-using-python

functional-programming

gradient-boosted-trees-regression-scikit-learn-python-notebook

Create your own ensemble tress regression - GBTR model and score high accuracy , this project can help beginners in Machine learning - ML to do that with clear and easy steps.

gradient-descent-types-implementation

Gradient descent different types implemented from scratch. The project covers the Stochastic, Mini-batch, and Batch gradient descent with different types including; Ada-Grad, RMS-Prop, Adam, NAG, and Momentum-Based Gradient descent.

gradient_boosting_classifier_python_notebook

greatest-common-divisor

human-activity-recognition-using-transfer-learning

image-to-text-johnsnowlabs

intermediate_python_datacamp

Data Camp Intermediate Python Course Certification