Ahmed Gamal's starred repositories
mlbookcamp-code
The code from the Machine Learning Bookcamp book
Movie-Recommendation-Model
Recommendation Systems in the world of machine learning have become very popular and are a huge advantage to tech giants like Netflix, Amazon and many more to target their content to a specific audience. These recommendation engines are so strong in their predictions that they can dynamically alter the state of what the user sees on their page based on the user’s interaction with the app. This project includes: Web Scraping, Data Cleansing, Building Model, Program execution and Comparing results
Movie-Recommendation-Rating-Prediction
Using the MovieLens dataset with Surprise to compare different algorithms for rating prediction, and also create a movie recommendation system on top of it.
MovieRecommendationSystem
A Movie Recommendation System along with Data Analysis and Data Visualization and Revenue Prediction Model
Python-Roadmap
Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms
God-Level-AI
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
Multi-class-Text-classification
Multi-class text classification using NLP and Pipelines.
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets
I implement a deep learning network to classify COVID-19 Tweets into 5 categories and 3 categories using DistilBERT (a lighter version of BERT) as an embedding layer along with an LSTM and Dense Layer. I Achieve 65% accuracy with 5 categories and 80% accuracy on 3 categories.
Deep_and_Machine_Learning_Projects
This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.
SignLanguageRecognition
Real-time Recognition of german sign language (DGS) with MediaPipe
Human-Pose-Estimation-Benchmarking-and-Action-Recognition
Deep Learning Project.
Sign-Language-Recognition-Using-Hand-Gestures-Keras-PyQT5-OpenCV
Academic course work project serving the sign language translator with custom made capability
RNN-for-Human-Activity-Recognition-using-2D-Pose-Input
Activity Recognition from 2D pose using an LSTM RNN
HandMovementTracking
A simple hand movement tracking module for humans ✍️
human-pose-estimation-opencv
Perform Human Pose Estimation in OpenCV Using OpenPose MobileNet
RealTimeSignLanguageDetectionwithTFJS
A complete package for building custom real time object detection applications.
Sign-Language-Interpreter-using-Deep-Learning
A sign language interpreter using live video feed from the camera.
ActionDetectionforSignLanguage
A practical implementation of sign language estimation using an LSTM NN built on TF Keras.
dialogflow
ChatBot Boilerplate using DialogFlow and Flask 🤖🚀
language-check
Python wrapper for LanguageTool grammar checker