Ahmed Mostafa's Projects
Config files for my GitHub profile.
My Github.io public pages repo
AIND Term 2 -- Lesson on Convolutional Neural Networks
Solution files for my A Little Help With Big Data presentation on Big Data Analytics in Azure.
My undergraduate capstone project. A deep learning based image caption generator.
Virtual Assistant - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure Search + Azure SQL + LangChain + CosmosDB
Azure Quickstart Templates
Glory Days of creating Big Compute Clusters using GPUs & Docker etc
Set of useful Azure Functions for doing advanced text processing such as Text Summarization and OCR on unstructured documents using Cognitive Services and Azure Functions
This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube
Pushing CarTelemetrySimulator project to github
A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.
Azure Data Factory project for the Connected Data Scientist demo
A solution accelerator built on top of Azure Cognitive Search, Azure Speech and Azure OpenAI services that allows customers to quickly deploy an integrated platform and immediately extract actionable insights from customer conversations.
Student materials for the Data & AI Technical Bootcamp
ML Ops demo for Azure Databricks and Azure ML SDK
A simple intro lab to Azure Databricks that gives users a flavour of both data engineering and data science with Azure Databricks.
Data Management & Analytics with Azure Data Factory
Repo for the Deep Learning Nanodegree Foundations program.
Satellite Imagery Feature Detection with SpaceNet dataset using deep UNet
Deep Learning Specialization from deeplearning.ai (Coursera)
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Trying to solve the deep traffic problem to reach maximum speed
TensorFlow CNN for fast style transfer! ā”š„šØš¼
Repo for shell scripts that can be useful in general
How to Predict Stock Prices Easily - Intro to Deep Learning #7 by Siraj Raval on Youtube
Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"