Pinned Repositories
-Internship_Spark_Foundation
It consists tasks for Data Science & Business Analytics.
-Machine-learning-Classification-models-Second_assignment-main
Group 18 Applied Machine Learning Assignment 2 Classification models Using KNN - GussianNB Models and tuning many different parameters using Wine data set that exists in sklearn library
A-Fake-Task-Filtering-Security-Layer-using-CGAN-Conditional-GAN
The main idea is that there's much same stuff you do every time when you start our machine learning project, so wrapping all this shared stuff will help you to change just the core idea every time you start our machine learning project.
A_prediction_of_customer_churn_rate_and_-the_associations_between_items_purchased
This assigmnent is Home-Work of Fundamentals-Applied Data Sci to create many models to predict Customer churn rate in the Telecoms industry and determine the associations between items purchased from the departments of a store.
Ahmed-Abdo-Amin
Hi, My name is Ahmed Abdo.I joined for DEBI to study AI and data science. I have three certificates from IBM. The first one is a Predictive Analytics Modeler, and the second one is a Big Data Engineer. The final one is the Artificial Intelligence Analyst 2022 Mastery Exam.
ApplyingDeepLearningModelsToImageClassification
This project used Perceptron and Pretrain model that is called ResNet-101.
ApplyingMachineLearningModelsToImageClassification
This project created a simple kNN classifier on the Cifar10 dataset and used LogisticRegression and Support Vector Machine (SVM) Classification
End-to-EndSpeechTranslationofContemporaryEgyptianArabicDialect1
This project takes Egyptian audio or recordings, sends them to our model on the hugging face web, and returns the translation as English text in 38.683963775634766-mile seconds.
Hands-on-Lab-Monitoring-in-Action-with-Prometheus
In this lab, you will become familiar with using Prometheus to monitor sample servers simulated with node exporter.
Machine_learning_Project_Detect_anomalies_using_Deep_learning-main
Machine-learning-Project_Detect-anomalies-using-Deep-learning Using tuning many different hyper parameters parameters like (learning rate, hidden layer,activation function, batch size) and do grid search to select the best hyper parameters and do dimentionality reduction and feature selection then plot tsne.
Ahmed-Abdo-Amin's Repositories
Ahmed-Abdo-Amin/Machine_learning_Project_Detect_anomalies_using_Deep_learning-main
Machine-learning-Project_Detect-anomalies-using-Deep-learning Using tuning many different hyper parameters parameters like (learning rate, hidden layer,activation function, batch size) and do grid search to select the best hyper parameters and do dimentionality reduction and feature selection then plot tsne.
Ahmed-Abdo-Amin/End-to-EndSpeechTranslationofContemporaryEgyptianArabicDialect1
This project takes Egyptian audio or recordings, sends them to our model on the hugging face web, and returns the translation as English text in 38.683963775634766-mile seconds.
Ahmed-Abdo-Amin/Ahmed-Abdo-Amin
Hi, My name is Ahmed Abdo.I joined for DEBI to study AI and data science. I have three certificates from IBM. The first one is a Predictive Analytics Modeler, and the second one is a Big Data Engineer. The final one is the Artificial Intelligence Analyst 2022 Mastery Exam.
Ahmed-Abdo-Amin/Hands-on-Lab-Monitoring-in-Action-with-Prometheus
In this lab, you will become familiar with using Prometheus to monitor sample servers simulated with node exporter.
Ahmed-Abdo-Amin/-Internship_Spark_Foundation
It consists tasks for Data Science & Business Analytics.
Ahmed-Abdo-Amin/A-Fake-Task-Filtering-Security-Layer-using-CGAN-Conditional-GAN
The main idea is that there's much same stuff you do every time when you start our machine learning project, so wrapping all this shared stuff will help you to change just the core idea every time you start our machine learning project.
Ahmed-Abdo-Amin/ApplyingDeepLearningModelsToImageClassification
This project used Perceptron and Pretrain model that is called ResNet-101.
Ahmed-Abdo-Amin/ApplyingMachineLearningModelsToImageClassification
This project created a simple kNN classifier on the Cifar10 dataset and used LogisticRegression and Support Vector Machine (SVM) Classification
Ahmed-Abdo-Amin/ApplyingRegularization-DataAugmentationOnCNNModelToImageClassification
Applying Regularization and Data Augmentation on CNN Model to image classification
Ahmed-Abdo-Amin/Atari_Games_using_Q-Learning_ReinforcementLearning
There are 4 locations (labeled by different letters), and our job is to pick up the passenger at one location and drop him off at another. We receive +20 points for a successful drop-off and lose 1 point for every time-step it takes. There is also a 10 points penalty for illegal pick-up and drop-off actions.
Ahmed-Abdo-Amin/component-library
The goal of CLAIMED is to enable low-code/no-code rapid prototyping style programming to seamlessly CI/CD into production.
Ahmed-Abdo-Amin/DataWranglingwithDataFramesandSparkSQL
It contain three notebooks for Data Wrangling
Ahmed-Abdo-Amin/DetectingmaliciousWebsiteUsingitsURL1
In our project, we will work on detecting malicious websites via their URLs.
Ahmed-Abdo-Amin/ETL-and-Machine-Learning-Project
In this Project, We imported data from an external dataset and create a DataFrame. We saved the data to a Parquet file and follow the steps to train the module using with Apache Spark.
Ahmed-Abdo-Amin/Glaucoma_Detection_Using_Fudous_Images_And_Convolution_Neural_Network
Glaucoma is a disease that affects most people all around the world, and it is one of the leading causes of blindness among people over 60 years of age. In order to avoid permanent vision loss as a result of this disease, early detection is crucial.
Ahmed-Abdo-Amin/Hands-on-Lab-Monitoring-in-Action-with-Grafana
In this lab you will learn to use Grafana as a visualization tool and dashboard for Prometheus.
Ahmed-Abdo-Amin/Machine-learning-Bagging-and-Boosting-models-Fourth_assignment-main
Group 18 Applied Machine Learning Assignment 4 Bagging and Boosting models Using Decision Tree and XGboost models and tuning many different parameters
Ahmed-Abdo-Amin/Machine-learning-Clustering-models-Third_assignment-main
Group 18 Applied Machine Learning Assignment 3 Clustering models Using K-means, Som and DBScan Models and tuning many different parameters and use T-sne to plot the data and PCA to diemntionality reduction but first we will use LR and KNN classifiers to check our data set classes and detect our accuracies
Ahmed-Abdo-Amin/machine-learning-ML-approaches-to-identify-fake-tasks-main
The main idea is that there's much same stuff you do every time when you start our machine learning project, so wrapping all this shared stuff will help you to change just the core idea every time you start our machine learning project.
Ahmed-Abdo-Amin/Machine-learning-OVR-vs-OVO-First_assignment-main
Group 18 Applied Machine Learning Assignment 1 OVR-vs-OVO Classification Using SVM Model
Ahmed-Abdo-Amin/MapReduceversusHadoopMapReduce
The MapReduce code counts how many times each song was played. In other words, the code counts how many times the song title appears in the list.
Ahmed-Abdo-Amin/Movie_Recommendation_system
In this project, we will be building our recommender system, similar to the one used by Netflix. Some of the business questions which we will seek to answer
Ahmed-Abdo-Amin/PredictingdataexfiltrationviaDNS
Predicting data exfiltration via DNS
Ahmed-Abdo-Amin/Project-Overview-Introduction-to-NoSQL-Databases
This project moves data from external sources into various databases, moves data from one type of database to another, and runs basic queries on various databases.
Ahmed-Abdo-Amin/SportsProductsMulti-ClassClassification
This Project used Pretrained Deep Learning Models with fune Tuing.
Ahmed-Abdo-Amin/SQLBlot_Exercises
A series of interactive exercises designed to help you quickly learn SQL right.
Ahmed-Abdo-Amin/Time_Series_Anomaly_Detection-main
The main idea is that there's much same stuff you do every time when you start our machine learning project, so wrapping all this shared stuff will help you to change just the core idea every time you start our machine learning project.
Ahmed-Abdo-Amin/UDACITY-DataEngineeringNanodegree
This repository contains tasks and projects of the UDACITY Data Engineering Nanodegree.
Ahmed-Abdo-Amin/UsingMongoDBandCassandrainanalysisforboththemoviesdatabaseandtheSalesManagerdatabase
Using MongoDB and Cassandra in analysis for both the movies' database and the Sales Manager database
Ahmed-Abdo-Amin/video-subtitle-extractor
视频硬字幕提取，生成srt文件。无需申请第三方API，本地实现文本识别。基于深度学习的视频字幕提取框架，包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.