Pinned Repositories
Attention-Mechanism-Implementation
Self-Attention Implementation using Pytorch
Automated-Car-Damage-Detection
Implementation of Mask-RCNN for detecting and segmenting damaged areas in car images for the purpose of damage assessment.
Automated-Interpretation-of-MRI-Images
Interpretation of Anterior Cruciate Ligament (ACL) tears the most common knee injuries.
Color-Identification-In-Images
Computer-Vison-Dr-Ahmed-Al-Sallab
Materials of Coursat.ai Deep Learning in Computer Vision Class.
Customer-Lifetime-Value-Prediction
Clustering and predicting customer lifetime value with machine learning and RFM analysis.
Detecting-Anomalies-in-Financial-Transactions
Building and training an Autoencoder Neural Network (AENN) model for detecting anomalies in financial transactions.
Generate-Images-using-GANs
Generative Adversarial Networks implementation using deep learning.
Question-Answering-System
The Question Answering System is a tool designed to provide answers to user queries based on uploaded text documents and user input questions. It utilizes a pre-trained question-answering model and can also retrieve answers from a database based on similar questions.
Skin-Legions-Detection
A flutter application for detecting skin cancer using deep learning.
basel-ay's Repositories
basel-ay/Question-Answering-System
The Question Answering System is a tool designed to provide answers to user queries based on uploaded text documents and user input questions. It utilizes a pre-trained question-answering model and can also retrieve answers from a database based on similar questions.
basel-ay/Attention-Mechanism-Implementation
Self-Attention Implementation using Pytorch
basel-ay/Detecting-Anomalies-in-Financial-Transactions
Building and training an Autoencoder Neural Network (AENN) model for detecting anomalies in financial transactions.
basel-ay/Customer-Lifetime-Value-Prediction
Clustering and predicting customer lifetime value with machine learning and RFM analysis.
basel-ay/Sales-RFM-Analysis-with-SQL
A project using SQL that centers around implementing the RFM analysis model to extract valuable insights from a sales dataset.
basel-ay/Magnetic-Tile-Surface-Defects
Build a segmentation model to detect magnetic tile surface defects using fastai.
basel-ay/Market-Basket-Analysis
Market basket analysis to look for combinations of items that occur together frequently in transactions using apriori algorithm and association rules
basel-ay/AB-Testing-Experiment
Running an A/B Testing Experiment to test the effects on purchase conversion.
basel-ay/AI-Powered-Meeting-Summarizer
Gradio-powered application that converts audio recordings of meetings into transcripts and provides concise summaries using whisper.
basel-ay/basel-ay
basel-ay/Data-Professional-Survey-Breakdown
Building a data survey dashboard using Power BI.
basel-ay/Deploying-ML-app-in-EC2-instance
Machine learning based website that recommends the best crop to grow, fertilizers to use, and the diseases caught by your crops in AWS EC2 instance.
basel-ay/Deploying-Node.js-App-in-Kubernetes
Practicing Kubernetes with deploying naive Node.js App
basel-ay/Devices-Price-Classification-with-Spring-Boot
AI-based system designed to classify device prices based on their characteristics using flask and spring boot
basel-ay/Dockerize-ASP.NET-Core-Application
Get hands-on with Docker through a simple ASP.NET Application
basel-ay/ds-project-template
Get hands-on experience with the DS project workflow.
basel-ay/energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
basel-ay/Global-and-Local-Attention-with-Positional-Encoding-for-Video-Summarization
A PyTorch Implementation of PGL-SUM from "Combining Global and Local Attention with Positional Encoding for Video Summarization" (IEEE ISM 2021)
basel-ay/Hands-on-Apache-Spark
Writing dummy snippets of code to read, manipulate, and build a simple ML model with PySpark.
basel-ay/Hands-on-LangChain-and-Streamlit
Interactive conversational chatbot capable of providing responses to various casual inquiries, utilizing LangChain and presenting it through a user-friendly interface powered by Streamlit.
basel-ay/leetcode
Collection of Problem Solving Questions (Python - SQL) from LeetCode
basel-ay/llm-applications
A comprehensive guide to building RAG-based LLM applications for production.
basel-ay/llm-twin-course
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
basel-ay/MLOps-pipelines-using-MLflow-and-DVC
End to end Image Classification Project Implementation using MLOps Tools MLflow & DVC with CI/CD Deployment.
basel-ay/Real-time-Financial-Advisor-Chatbot
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
basel-ay/Real-time-Flight-Delay-Prediction
Machine Learning system to predict flight delays at Stockholm Arlanda airport.
basel-ay/recommender-system-tutorial
A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.
basel-ay/recommenders
Best Practices on Recommendation Systems
basel-ay/Transportation-Forecasting
Exploratory data analysis of Time-Series data and Forecasting transportation counts using forecasting models.
basel-ay/Visualization-with-Kibana
Creating Dashboards and data visualization using Elastic Kibana.