bahgat-ahmed Goto Github PK

abstractive-text-summarization

algorithms-and-data-structures

Coding or using different useful algorithms, and data structures

applied-text-mining-in-python

The fourth course in the "Applied Data Science with Python" Specialization on Coursera provided by the University of Michigan.

bert-pretrained-model

Two guided projects from Coursera I have implemented using BERT pretrained model

chatbot

Used the Reformer, also known as the efficient Transformer, to generate a dialogue between two bots. The model also learned how to ask questions if it needs more info.

continuous-integration-circle

data-science-machine-learning-and-nlp-practice-notebooks

Practice Notebooks I followed for enhancing my data science, machine learning, and NLP skills

deep-neural-network-dnn-speech-recognizer

Building a deep neural network (DNN) that functions as part of an end-to-end automatic speech recognition pipeline.

deploying-a-sentiment-analysis-model-using-aws-sagemaker

Deploying a Sentiment Analysis Model, that determines the sentiment of a movie review, using Amazon Web Services (AWS) SageMaker

deploying-machine-learning-models

Example Repo for the Udemy Course "Deployment of Machine Learning Models"

dog-breed-classifier-using-convolutional-neural-network-cnn-

exploratory-data-analysis---machine-learning---deep-learning

Notebooks in which I perform Exploratory Data Analysis, train machine learning, and deep learning models

explore-close-approaches-of-near-earth-objects

Intermediate Python Nanodegree First Project

generating-colored-images-of-house-numbers-using-generative-adversarial-networks-gans-

Using generative adversarial networks (GANs) to generate Street View House Numbers

generating-t.v.-scripts-using-recurrent-neural-networks-rnns-

Generating a T.V. script by defining and training a recurrent neural network.

introduction-to-data-science-in-python

The first course in the "Applied Data Science with Python" Specialization on Coursera provided by the University of Michigan.

it-cert-automation-practice

Google IT Automation with Python Professional Certificate - Practice files

machine-translation-english-to-french

The final model is built using RNN (Recurrent neural network) with an Embedding layer and Bidirectional layer wrapped around GRU layer using Encoder-Decoder

meme-genertor

Meme generator using Python Object Oriented Programming (OOP), Command Line Tool, and Flask Web Framework.

natural-language-processing-in-tensorflow

The third course in the TensorFlow Developer Professional Certificate Specialization on Coursera provided by deeplearning.ai

neural-machine-translation-with-attention

Built an English-to-German neural machine translation (NMT) model using Long Short-Term Memory (LSTM) networks with attention.

part-of-speech-tagging-with-hidden-markov-models-

Using the Pomegranate library in python to build a hidden Markov model for part of speech tagging using a universal tagset.

predicting-bike-sharing-patterns-using-neural-networks

I've built and trained a Neural Network to predict the number of bike-share users on a given day.

problem-solving-in-python

Practicing problem-solving in Python.

python-and-machine-learning-practice

rearrange

sample

sentiment-classification-how-to-frame-problems-for-a-neural-network

tensorflow-for-artificial-intelligence-machine-learning-and-deep-learning

The first course in the TensorFlow Developer Professional Certificate Specialization on Coursera provided by deeplearning.ai

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