ai-ml-jupyter-notebooks

A collection of Jupyter notebooks for AI and ML tasks. Explore, learn, and contribute to advance your skills in artificial intelligence and machine learning. #Hacktoberfest friendly!

banking_system

bigram-and-trigram-modeling

Bigram and Trigram Language Modeling

churn-predication-pipeline-using-azure-cloud-

csv-excel-file-analyzer-app

A user-friendly Streamlit application designed to simplify data analysis and visualization. This tool allows users to upload CSV or Excel files, select columns of interest, and generate insightful visualizations like line plots and histograms.

cv

dharmani

diabetes-dataset

Linear and Logistic Regression on Diabetes Dataset

end-end-object-detection-by-using-transformers-

This paper presents a method for object detection that addresses the problem of direct set prediction. It eliminates the need for multiple components and simplifies the process by avoiding the need for manual intervention.The main components of a framework known as DEtection TRansformer are the transformer and the matching mechanism. This paper shows that the relationship between the two components is strong enough to explain the relationship between the two datasets,The DETR framework achieves a fast R-CNN baseline and is capable of providing uniform panoptic segmentation. It is also well-designed to improve its performance.

end-to-end-implementation-of-a-qa-bot-using-deep-learning

This repository contains the code and resources for an end-to-end implementation of a Question-Answering (QA) bot using deep learning techniques. The project is based on the principles and practices.

gbps_dharmani_colony_mithi

k-means-pca-dbscan-svm-comparsion

kheem-blogs

This is simple react single page application for the blog, where you can add new blogs and also read the existing blogs, with that you have the privellage to delete the existing ones. This approach is for the beginner sand intermediate developers to practice their coding skills. Happy Coding!!

kheem-dh

Config files for my GitHub profile.

kheem-dh1

1

kheem_portfolio

This is my portfolio web page.

large-language-models-llms---guide

linear-exponential-model-with-residuals-

Using the admission dataset. Reply the following questions. Using R. 1) Test if there is any relation (linear or exponential) between the following pair of variables: a) SSC Marks Obtained and NU_BS_Test Marks b) SSC Marks Obtained and NU_BS_Test Marks c) SSC Marks Obtained and HSSC Marks Obtained 2) Plot the residual plots for the parts in Question No 1 3) Calculate r2 the each part of question no 1 and confirm it by calculating the same by using the residuals.

movie-recommender-system

ms-ai-102-labs-

Welcome to the Microsoft Azure 102 Labs repository, where you'll find a comprehensive set of hands-on labs designed to prepare you for a journey into the world of AI Engineering using Microsoft Azure's powerful AI services. These labs are structured to help you build foundational skills and practical experience in various Azure AI offerings.

nlp_workshop_odsc_europe20

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topi

ocr-text-extraction-from-images-to-images

This project is designed to extract text from images using Optical Character Recognition (OCR) and place the extracted text onto white background images.

pakistanibrandlanguagemodel

Fine-tuning a language model for a Pakistani consumer brand.

radiologyreportgen-ai

RadiologyReportGen-AI is an innovative machine learning project focused on automating the generation of radiology reports, specifically tailored for chest X-ray imaging. This repository houses a comprehensive solution that leverages cutting-edge AI techniques, including Vision Transformers (ViT) and GPT-2.

rasanegotiationchatbot

A Rasa-based chatbot designed for automated price negotiation. It skillfully handles conversations to negotiate deals for products like the Samsung Galaxy S10 and iPhone 8, combining natural language understanding with smart negotiation strategies.

resume

retail-customer-churn-predication-in-r-

Retail data is growing exponentially in variety, volume, velocity & value with each passing year. Smart retailers are well aware that this data can be utilized and eventually holds the prospective for profit. As a result these retailers are becoming more conscious about utilization of data and information kept in their repositories, so they can integrate and analyze these large volumes of data to come up with results that can support the quality of their decision making, in order to stay at a competitive advantage and to increase profits.

retrieval-and-generation-of-clinical-insights-from-pdf

The RAFT project integrates Retrieval-Augmented Generation (RAG) with fine-tuning approaches to provide a versatile question-answering system. Leveraging the strengths of OpenAI GPT-3.5 Turbo and Google MedPaLM 2, this framework aims to enhance information retrieval and generation capabilities across various domains.

sentiment_analysis

series-intro-to-github-flow-kheem-dh

series-intro-to-github-flow-Kheem-Dh created by GitHub Classroom