Ezzaldin Mamdouh's repositories
Batch-Serving-ML-Pipeline
create a robust, simple, effecient, and modern end to end ML Batch Serving Pipeline Using set of modern open-source/free Platforms/Tools
online-store-pipeline
Data Engineering ZoomCamp Final Project" fully automated online store data pipeline"
Covid19-Xray-Detection-Using-CNN
Using CNN To Detect Covid19 from Xray
fast-eda-cli
Automatic EDA Report Creator CLI Using SweetViz and inquirerPy to analyze datasets, analyze target and compare datasets
Laptop-Price-Prediction-App
Laptop Prices Prediction API Using Flask
ML-Observability-Project
End to End Machine Learning Observability Project
News-Vector-Store
Building a News Vector Store by getting latest news from API and load embeddings and payload to Qdrant DB
backfill-feature-store
shows how to backfill Energy Consumption feature in a Feature Store (Hopsworks) using an orchestration tool (Prefect).
dprofiler
profile tabular datasets, manage automatic validation for new datasets, automatic handling for quality issues.
DE_ZoomCamp_2023
Data Engineering Zoomcamp Course - Cohort 2023
dvc-mlops-workflow
Creating a MLOps Reproduceable Data Pipeline Using DVC
feature_engine
Feature engineering package with sklearn like functionality
fintuning-ST-using-SetFit
Using SetFit approach to fintune LaBSE Sentence Transformer on Arabic News Classification
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
Image-Processing
Repo contain notebooks about Image Processing
lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
MLOps
Trying Different MLOps Techniques, Courses, Packages and Trials
Movie-Ocean
Movie Ocean Website
pandas-ai
Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
Ping-coming-soon-page
frontend mentor challenge
pytorch-coding
pytorch python coding notebooks
pytorch-notebooks
code for deep learning courses
TimeCalculator
Python Package for Time Calculations.
washington-ml-course
Washnigton Machine Learning Course Repository