Ecosyste.ms: Awesome

https://github.com/kaushalprajapatikp/ann_classification_churn_modelling

This project utilizes an Artificial Neural Network (ANN) to predict customer churn for a bank, based on various customer attributes like demographics, financial details, and account behavior. The model performs binary classification to identify whether a customer is likely to leave the bank (churn) or stay.

artificial-neural-networks deep-learning keras keras-tensorflow machine-learning neural-network python sklearn tensorboard-visualizations tensorflow

Last synced: 22 Dec 2024

https://github.com/kaushalprajapatikp/influencer-engagement-and-sponsorship-coordination-platform

IESCP V2 connects sponsors with influencers for managing advertising campaigns. The platform uses Flask for the backend, Vue.js for the frontend, and SQLite for data storage. It features role-based access control, automated reminders, and monthly reports, with background tasks handled by Celery and Redis for improved performance and caching.

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/matplotlib-seaborn-visualization-project

This project is visualizing different charts from data using pandas and seaborn and matplotlib library. These chart visualisation is helping in gaining insights from the data

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/lstm_rnn_nifty_50_prediction_next_day

This project is created for stock price prediction of Nifty50 index using LSTM neural networks. This project forecasts the next day's stock prices based on historical data from the Nifty 50 index, utilizing data preprocessing, feature scaling, and model training with TensorFlow and Keras. This app is deployed on Streamlit platform.

artificial-intelligence deep-learning keras lstm-neural-networks machine-learning neural-network tensorboard tensorflow

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/data-science

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/imdb-ratings-sentiment-analysis-using-lstm-rnn

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/-using-machine-learning-models-predict-the-success-of-bank-telemarketing

This project focused on building and evaluating machine learning models to predict a target variable in a highly imbalanced dataset, prioritizing the F1-macro score as the key performance metric. The pipeline included comprehensive data preprocessing, exploratory data analysis (EDA), feature scaling, and model experimentation.

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/business-data-management-project

This project is about gathering information about a catering business and asking owner for past business data & problems while running the business. In this tasks like cleaning of data, information gathering from the data and deriving insights about the data and provide solution for the problem statements etc. have been performed..

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/cnn-mobilenet-dog-vs-cat

Last synced: 29 Dec 2024

https://github.com/kaushalprajapatikp/rag-based-medical-chatbot

Last synced: 13 Jan 2025

https://github.com/kaushalprajapatikp/medical_chatbot_using_rag_based_genai_models

Last synced: 13 Jan 2025

https://github.com/kaushalprajapatikp/chatbot-using-openai-models

This Streamlit chatbot uses OpenAI's GPT models for intelligent responses, featuring a sleek interface where user messages and bot replies are displayed in a visually appealing chat format. Customizable settings, such as model selection and response parameters, are available in the sidebar.

Last synced: 06 Jan 2025