mp-balaji Goto Github PK

atliqo-telecom-anlaysis

The project aims to analyze and compare key performance indicators of a major telecommunications provider using Tableau

blueberry-yield-prediction

End to End machine learning project on regression using cloud based deployment

cifar-10-image-classification-using-pytorch

An image classification project implementing a custom neural network architecture using PyTorch to accurately classify images from the CIFAR-10 dataset

customer-churn-prediction

food-image-classification

This project aims to build machine learning pipelines for two tasks: accurately classifying images as rice or chips and determining if a dish is from Indian cuisine.

market_basket_analysis-marketing-analytics

This project involves the implementation of Market Basket Analysis, a powerful technique in retail analytics.

mp-balaji

nutrition_analysis_rest_api

Web-based application that allows users analyze their food intake to obtain nutrition info of their diet. The application follows a client-server architecture with the front-end serving as a user interface and the back-end providing a RESTful service interface for CRUD operations.

predicting-autism-in-toddlers-through-machine-learning

principal-component-analysis

This GitHub repository showcases my hands-on exploration of salary data dependencies, the interaction between education and occupation, and a comprehensive Principal Component Analysis (PCA) on college information, providing insights and practical implications in a simplified manner.

recency-frequeny-monetary-retail-analytics

This project involves the implementation of RFM (Recency, Frequency, Monetary) analysis, a powerful technique in customer segmentation and targeting

road-traffic-accident-severity-prediction

End to End machine learning project on classification using cloud based deployment

speech-to-text-transcription

sql-server-samples

Azure Data SQL Samples - Official Microsoft GitHub Repository containing code samples for SQL Server, Azure SQL, Azure Synapse, and Azure SQL Edge

time-series-forecasting

In this project, we leverage time series forecasting techniques to make educated estimates of wine sales throughout the 20th century.

tmlc-fellowship-submission

This is a submission for problem statement given by The Machine Learning Company for their fellowship program. This involved solving the problem statement with NLP techniques.