Ecosyste.ms: Awesome

https://github.com/prakashjha1/stock-trend-prediction

Deep learning for predicting stock market prices and trends has become even more popular than before. I have used yahoo finance to collect the data and LSTM to build the stock trend model.

deep-learning keras lstm lstm-neural-networks machine-learning numpy pandas pandas-datareader prediction python rnn tensorflow

Last synced: 15 Nov 2024

https://github.com/prakashjha1/movie-recommendation-system

A recommendation system is a subclass of Information filtering Systems that seeks to predict the rating or the preference a user might give to an item. In simple words, it is an algorithm that suggests relevant items to users. Eg: In the case of Netflix which movie to watch, In the case of e-commerce which product to buy, or In the case of kindle which book to read, etc. I have used content based filtering which is one of the type of recommendation system.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/stock-price-prediction

Stock price prediction using linear regression (Machine learning model) in Python

Last synced: 15 Nov 2024

https://github.com/prakashjha1/loan-eligibility-prediction

This repository contains the codebase and resources for a machine learning-based project aimed at predicting loan eligibility for individuals. The project utilizes various algorithms and data preprocessing techniques to build predictive models that assess the likelihood of an applicant being eligible for a loan based on historical data.

data data-visualization exploratory-data-analysis loan-prediction-analysis machine-learning-algorithms naive-bayes-classification parameter-tuning python random-forest

Last synced: 15 Nov 2024

https://github.com/prakashjha1/document-chat-using-gpt

Developed a chat system that allows users to interact with documents using a large language model (LLM). The system uses a retrieval-augmented generation (RAG) approach, which combines the power of LLMs with the ability to retrieve relevant information from a document corpus.

gpt-35-turbo langchain llm python retrieval-augmented-generation streamlit

Last synced: 15 Nov 2024

https://github.com/prakashjha1/customer-support-chatbot

This ChatBot project can be very useful for businesses. To build this project few knowledges are required like NLP (Natural Language Processing) , Tkinter(Python), Machine learning. This Project consist one GUI window, machine learning model and Training Data.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/llm-based-personal-assistant

My AI Assistant is an open source virtual assistant chatbot built with Python. It allows you to have natural conversations by text or voice.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/titanic-prediction-project

Last synced: 15 Nov 2024

https://github.com/prakashjha1/whatsapp-chat-analyzer

WhatsApp Analyzer means we are analyzing our WhatsApp group activities. It tracks our conversation and analyses how much time we are spending or saying it as “wasting” on WhatsApp.

data-analysis data-science natural-language-processing pandas pyhton regular-expression

Last synced: 15 Nov 2024

https://github.com/prakashjha1/stock-investment-analysis

Stock Investment Analysis Project can help investor to select the better performing stocks.

data-analysis data-science numpy pandas pandas-datareader parallel-programming python

Last synced: 15 Nov 2024

https://github.com/prakashjha1/email-sms-spam-classifier

Many email services today provide spam filters that are able to classify emails into spam and non-spam email with high accuracy.

machine-learning natural-language-processing numpy pandas python

Last synced: 15 Nov 2024

https://github.com/prakashjha1/agricultural-production-optimization

This Project can be useful to farmers for growing crops with respect to the suitable climatic condition

Last synced: 15 Nov 2024

https://github.com/prakashjha1/iris-flower-classification

The Iris flower data set or Fisher's Iris data set is a multivariate data set introduced by the British statistician and biologist Ronald Fisher in his 1936 paper. The data set consists of 50 samples from each of three species of Iris (Iris setosa, Iris virginica and Iris versicolor). Four features were measured from each sample: the length and the width of the sepals and petals, in centimeters.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/virtualbazaar-e-commerce-store

VirtualBazaar is a simple store project where people can buy and sell product. It is also like other e-commerce platform. The main aim of this project is learn and implement Python Django Framework.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/eda-tasks

This notebook is your one-stop destination for performing a variety of essential tasks when working with data. Whether you're a data scientist, analyst, or enthusiast, this comprehensive EDA guide has got you covered.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/student-marks-prediction

Student Marks Prdediction is a simple project. It is created using a Linear Regression Model. The model will predict the Marks in percentage by giving study hours of student as input.

Last synced: 15 Nov 2024

https://github.com/prakashjha1/customer-segmentation

This repository contains a customer segmentation project implemented in a Jupyter Notebook using Python. Customer segmentation is a crucial strategy for businesses aiming to understand their customer base better, enabling targeted marketing strategies and personalized customer experiences.

clustering-algorithm customer-segmentation kmeans-clustering matplotlib python scikit-learn seaborn

Last synced: 15 Nov 2024

https://github.com/prakashjha1/new-analysis-using-llm-locally

An interactive news analysis tool built with Streamlit and local LLMs. This app allows users to analyze and gain insights from the latest news articles using advanced language models, all running locally. Explore trends, sentiment, and key topics with an intuitive interface.

artificial-intelligence data-analysis data-science llms ollama python streamlit

Last synced: 12 Oct 2024