Pinned Repositories
Advanced-Cricket
Book-Recommendation-System
A concise guide exploring techniques for building accurate and engaging book recommendation systems, catering to diverse reader preferences.
ChatBot
Creating a versatile, AI-powered ChatBot using ChatGPT for engaging and efficient customer interactions. Prioritizing real-time responses, personalization, and seamless integration with existing systems. Enhancing customer satisfaction through timely and accurate query handling.
Customer-churn-prediction
Developing a customer churn prediction model using machine learning techniques. The model identifies potential churners by analyzing historical customer data, aiding businesses in retaining customers and boosting satisfaction. Evaluation based on accuracy, precision, recall, and F1 score. Emphasis on data quality and relevant features.
Customer_Segmentation
House-Price-Analysis
Image-Classification
Developed an image classification web app using CNN to differentiate cats and dogs. Achieved high accuracy, precision, recall, and F1 score. Pipeline involves data preprocessing, model training, Docker deployment on AWS ECS, user-friendly interface, and reliable CI/CD. Showcases deep learning's potential in image analysis.
ML-and-DL
Repository to store sample python programs for python learning
Remove-Background-from-the-Image
Creating a user-friendly solution for image background removal using the U2-Net model. Enhancing accuracy and processing speed to aid graphic design, e-commerce, and photography tasks.
Student-Score-Prediction-
saibattula93's Repositories
saibattula93/House-Price-Analysis
saibattula93/Image-Classification
Developed an image classification web app using CNN to differentiate cats and dogs. Achieved high accuracy, precision, recall, and F1 score. Pipeline involves data preprocessing, model training, Docker deployment on AWS ECS, user-friendly interface, and reliable CI/CD. Showcases deep learning's potential in image analysis.
saibattula93/Customer-churn-prediction
Developing a customer churn prediction model using machine learning techniques. The model identifies potential churners by analyzing historical customer data, aiding businesses in retaining customers and boosting satisfaction. Evaluation based on accuracy, precision, recall, and F1 score. Emphasis on data quality and relevant features.
saibattula93/Customer_Segmentation
saibattula93/ML-and-DL
Repository to store sample python programs for python learning
saibattula93/Remove-Background-from-the-Image
Creating a user-friendly solution for image background removal using the U2-Net model. Enhancing accuracy and processing speed to aid graphic design, e-commerce, and photography tasks.
saibattula93/Student-Score-Prediction-
saibattula93/Advanced-Cricket
saibattula93/Book-Recommendation-System
A concise guide exploring techniques for building accurate and engaging book recommendation systems, catering to diverse reader preferences.
saibattula93/ChatBot
Creating a versatile, AI-powered ChatBot using ChatGPT for engaging and efficient customer interactions. Prioritizing real-time responses, personalization, and seamless integration with existing systems. Enhancing customer satisfaction through timely and accurate query handling.
saibattula93/Employe_Income
saibattula93/HR_analysis
Creating a model to predict employee retention, aiding HR in risk identification and retention strategies. Emphasizing accuracy, precision, recall, and F1 score. Encompasses data collection, preprocessing, feature engineering, model training, and evaluation stages.
saibattula93/LangChain
saibattula93/mlflow-experiments
saibattula93/OLS-Regression
Predict cancer mortality rates for US counties. Using Regression algorithms
saibattula93/PolyInnovate
Poly AI Research bot is a user-friendly news research tool designed for effortless information retrieval.
saibattula93/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
saibattula93/pytorch-lightning
Deep learning framework to train, finetune and deploy AI models
saibattula93/remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
saibattula93/Retail-price-optimization
saibattula93/Sai-Portfolio
saibattula93/saibattula93
saibattula93/Stock-Image-Identification
saibattula93/Text-summarization-project
Automating text summarization using machine learning techniques. Utilizing the Samsum dataset, our model generates concise summaries while retaining key information. Improves content comprehension and efficiency for information retrieval, content curation, and productivity enhancement.
saibattula93/US-House-Analysis
The primary goal is to build a regression model that accurately predicts house prices in the US based on various features, such as location, square footage, number of bedrooms, and more.