Pinned Repositories
Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
Caries-Detection-In-Dental-X-Rays-Using-Computer-Vision
Automated caries detection in dental X-ray images Using Computer Vision
End-to-End-RAG-App-with-Groq-and-Qdrant
This project demonstrates how to build an end-to-end Retrieval-Augmented Generation (RAG) application using Groq, Qdrant, and LangChain.
End-to-End-RAG-App-with-OpenAI-and-Qdrant
This repository contains an end-to-end application using Retrieval-Augmented Generation (RAG) with LangChain, OpenAI, and Qdrant.
Forecasting-Air-Quality-Index
Forecasting Particulate Matter Concentration with LSTM. In this project, we explore the use of deep learning models, specifically Long Short-Term Memory (LSTM) networks, to forecast the concentration of particulate matter in two highly polluted regions: Beijing, China and Punjab, Pakistan.
Gait-Analysis-Using-3D-CNN
Gait Recognition with 3D CNN. This project proposes a novel approach using 3D convolutional neural networks (3D CNN) to capture spatio-temporal features of gait sequences for robust recognition in an un-intrusive manner.
Land_Slide_MK
LLMOps-Deploying-RaG-Application-With-Qdrant-Langchain-OpenAI
This repository contains the code and resources for deploying a Retrieval-Augmented Generation (RaG) application using Qdrant, Langchain, and OpenAI technologies. The project demonstrates how to integrate these tools to build a robust and scalable application for information retrieval and generation.
Text-to-SQL
This project provides a Gradio-based web application that allows users to interact with an SQLite database using natural language queries. It leverages the LangChain library and OpenAI's language model to convert plain English questions into SQL queries and execute them on the provided database.
Zomato-Indian-Restaurant-Market-Analysis
An analysis of restaurant data in India and a proposal for a tailored marketing campaign based on regional trends and customer preferences
Saba-Gul's Repositories
Saba-Gul/Text-to-SQL
This project provides a Gradio-based web application that allows users to interact with an SQLite database using natural language queries. It leverages the LangChain library and OpenAI's language model to convert plain English questions into SQL queries and execute them on the provided database.
Saba-Gul/Zomato-Indian-Restaurant-Market-Analysis
An analysis of restaurant data in India and a proposal for a tailored marketing campaign based on regional trends and customer preferences
Saba-Gul/End-to-End-RAG-App-with-Groq-and-Qdrant
This project demonstrates how to build an end-to-end Retrieval-Augmented Generation (RAG) application using Groq, Qdrant, and LangChain.
Saba-Gul/End-to-End-RAG-App-with-OpenAI-and-Qdrant
This repository contains an end-to-end application using Retrieval-Augmented Generation (RAG) with LangChain, OpenAI, and Qdrant.
Saba-Gul/FastAPI-Sentiment-Analysis-and-Text-Summarization-API
This repository contains code to create a simple API using FastAPI for performing sentiment analysis, text summarization, and emotion classification using pre-trained models from the Hugging Face Transformers library.
Saba-Gul/LLMOps-Deploying-RaG-Application-With-Qdrant-Langchain-OpenAI
This repository contains the code and resources for deploying a Retrieval-Augmented Generation (RaG) application using Qdrant, Langchain, and OpenAI technologies. The project demonstrates how to integrate these tools to build a robust and scalable application for information retrieval and generation.
Saba-Gul/RaG-Application
Saba-Gul/RecipeAI-Gradio-App
The RecipeAI Gradio App is a tool that generates recipes from food images.
Saba-Gul/-PyCaret-Streamline-Your-Machine-Learning-Workflow
PyCaret: Simplifying machine learning workflows with a low-code, open-source Python library.
Saba-Gul/SQL-Data-Analysis-Projects
Explore SQL projects showcasing database management, querying, and analysis skills for learning and collaboration. Dive into customer segmentation, inventory management, financial analysis, and employee evaluation projects.
Saba-Gul/Business-Intelligence-Case-Study-FlyingWhale-Airline
FlyingWhale Airline BI Case Study: Analyzing customer flight activity and loyalty history to optimize operations and enhance customer experience.
Saba-Gul/Chat-With-PDF-Retrieval-Augmented-Generation-RAG-Implementation
This repository contains code that demonstrates how to interact with a PDF document using Retrieval-Augmented Generation (RAG).
Saba-Gul/Comparative-Study-of-Predicting-Students-Adaptability-Level-in-Online-Education
Comparative Study of KNN and Decision Tree Models for Predicting Students' Adaptability Level in Online Education
Saba-Gul/Corona-Tweet-Sentiment-Classification
This project aims to classify the sentiment of tweets related to the coronavirus pandemic.
Saba-Gul/Data-Science-Interview-Prep
Saba-Gul/Exploratory-Data-Analysis-and-Statistical-Analysis-Notebooks
This repository contains a collection of Jupyter Notebooks for conducting Exploratory Data Analysis (EDA) and Statistical Analysis on various datasets.
Saba-Gul/FAST-API-Tutorial-With-Docker
This is a simple FastAPI project that demonstrates basic API endpoints. The application provides a set of routes, including basic arithmetic, string manipulation, and a password checker.
Saba-Gul/gemini-api-quickstart
Get up and running in under 5 minutes with the Google AI Gemini API (in Python)
Saba-Gul/Generating-Recipes-from-Food-Images-Using-LangChain-and-OpenAI
Generating Recipes from Food Images Using LangChain and OpenAI and Converting them into Audio
Saba-Gul/Gradio-Chatbot-with-Open-Source-and-Groq-LLMs
This project demonstrates the implementation of a chatbot using Gradio
Saba-Gul/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
Saba-Gul/Medical-Insurance-Cost-Estimation-Using-Machine-Learning
This repository contains code for predicting medical charges using linear regression and conducting sensitivity analysis on the model's performance.
Saba-Gul/Medical-Insurance-Cost-Forecasting-Using-Machine-Learning
Saba-Gul/Movie_Review_Sentiment_Analysis
Perform sentiment analysis on the Large Movie Review Dataset using various machine learning algorithms and evaluate their performance.
Saba-Gul/Panjab-School-system-Analysis-for-Budget-Allocation
Analyzing educational data to inform strategic initiatives for improving education in Punjab, Pakistan
Saba-Gul/Saba-Gul
Saba-Gul/Spam_detection_using_text_classification
This project aims to build a machine learning model that can classify text messages as either spam or not spam (ham)
Saba-Gul/Telecom-Churn-Prediction-and-Analysis
To explore and analyze the Telecom Churn dataset to understand factors contributing to customer churn and to develop a predictive model that can forecast customer churn with high accuracy
Saba-Gul/US-Airlines-Flight-Delays-and-Cancellations-Analysis
This repository contains the code and analysis for predicting flight cancellations for American Airlines Inc. using logistic regression, as well as exploratory data analysis (EDA) of the dataset.
Saba-Gul/Walmart-Sales-Analysis
This project involves analyzing Walmart sales data to gain insights into various aspects of the business, such as sales trends, product performance, customer demographics, and more.