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Projects in Awesome Lists by AyushAI

A curated list of projects in awesome lists by AyushAI .

https://github.com/ayushai/regalcloud-ai-solutions-financial-workflow-automation-from-outlook-to-dockerized-ml

This repository showcases an end-to-end automated solution for financial data processing, analysis, and deployment. Built for Regal Finance Solutions, the project integrates Outlook email automation, Google Cloud Platform (GCP) workflows, Python scripting, Power BI dashboards, machine learning model deployment with Flask & Dockerized application.

css3 dax-expression docker-image figma-design flask-application google-cloud-platform html5 machine-learning microsoft-automate microsoft-power-bi outlook power-query

Last synced: 25 Jan 2025

https://github.com/ayushai/machine-learning-notes

Machine Learning Notes - A comprehensive repository featuring my handwritten notes and code files on machine learning. Explore topics like supervised and unsupervised learning, deep learning, and model evaluation. Perfect for students, professionals, and enthusiasts looking to deepen their understanding.

datapreprocessing datawrangling linear-regression logistic-regression machine-learning-algorithms

Last synced: 01 Feb 2025

https://github.com/ayushai/python-mongodb

A repository featuring Python scripts for various MongoDB operations, including document deletion, data retrieval, insertion, and updates. This resource covers tasks such as deleting multiple documents, updating records, and listing databases, providing a practical guide for mastering MongoDB with Python.

database-management mongodb nosql-database pyhton3

Last synced: 01 Feb 2025

https://github.com/AyushAI/MLOps-Driven-Titanic-Survival-Prediction-Pipeline

This repository showcases a machine learning solution for predicting passenger survival on the Titanic using Scikit-Learn and Flask. The project demonstrates the use of a Scikit-Learn pipeline for efficient model training and preprocessing, and wraps the trained model in a Flask application to provide easy-to-use predictions via a web interface.

data-science dataan flask-application machine-learning pipelines

Last synced: 01 Feb 2025

https://github.com/ayushai/python

Last synced: 01 Feb 2025

https://github.com/ayushai/portfolio-website

This repository contains the code for my personal portfolio website, where I showcase my skills, experience, education, and projects as a Data Analyst. The site is built using HTML, CSS, SCSS, and JavaScript and serves as a platform to demonstrate my expertise in data analysis, machine learning, and web development.

css html5 javascript scss

Last synced: 01 Feb 2025

https://github.com/ayushai/introduction-to-machine-learning-with-python

OREILLY : Introduction to Machine Learning with Python " A GUIDE FOR DATA SCIENTISTS" by Andreas C. Muller & Sarah Guido

Last synced: 01 Feb 2025

https://github.com/ayushai/salesfoce-hospital-management

A custom Salesforce-based Hospital Management System with powerful dashboards and data analysis tools. It provides real-time insights into patient care, appointment scheduling, and inventory management, optimizing healthcare operations and decision-making.

analytics dashboard data salesforce-developers visualization

Last synced: 01 Feb 2025

https://github.com/ayushai/ayushai

This repository contains a collection of my work in data science and machine learning, reflecting my journey from foundational studies to real-world applications. With a passion for transforming data into actionable insights, I've developed AI-driven projects, led educational initiatives, and collaborated on community-focused endeavors.

Last synced: 01 Feb 2025

https://github.com/ayushai/suplex-store-excel-analysis

This repository features a detailed sales analysis of Suplex Store, a fictional retail chain. Using Excel, the project examines daily sales trends, average sales values, price bucket comparisons, and product-level insights. An interactive dashboard enhances the analysis by providing clear visualizations to support strategic decisions.

excel-dashboard excel-formulas excel-functions excel-pivot-charts excel-pivot-tables microsoft-ex

Last synced: 01 Feb 2025

https://github.com/ayushai/mlops-driven-titanic-survival-prediction-pipeline

This repository showcases a machine learning solution for predicting passenger survival on the Titanic using Scikit-Learn and Flask. The project demonstrates the use of a Scikit-Learn pipeline for efficient model training and preprocessing, and wraps the trained model in a Flask application to provide easy-to-use predictions via a web interface.

data-science dataan flask-application machine-learning pipelines

Last synced: 08 Feb 2025

https://github.com/ayushai/machine-learning

A comprehensive collection of my practice exercises and handwritten notes designed to help you prepare for a Machine Learning Engineer role. This repository covers essential ML concepts, algorithms, and techniques, providing both theoretical insights and practical coding examples.

datapreprocessing datawrangling feature-engineering machine-learning-algorithms

Last synced: 01 Feb 2025

https://github.com/ayushai/pricify-option-modeling-suite

This repository provides a web app for calculating European option prices using three models: Black-Scholes, Monte Carlo, and Binomial. It fetches stock prices from Yahoo Finance and allows users to input key parameters like strike price and volatility. The app is built with Streamlit, offering a simple interface for testing and visualization.

Last synced: 01 Feb 2025

https://github.com/ayushai/pizza-plaza-

This repository contains an in-depth analysis of sales data from Pizza Plaza, a fictitious fast-casual pizza chain. Using Excel, the project explores key business metrics such as total orders, revenue trends, average discounts, and product performance. The analysis is complemented by an interactive dashboard to visualize insights & decision making.

excel excel-dashboard excel-formulas excel-functions excel-pivot-charts

Last synced: 01 Feb 2025

https://github.com/ayushai/pulsepatterns-heart-failure-clustering

This project uses clustering techniques to analyze a heart failure dataset and group patients based on ejection fraction and serum creatinine levels. By applying k-means, hierarchical clustering, and DBSCAN algorithms, the project identifies patterns that can help assess patient risk levels.

Last synced: 01 Feb 2025

https://github.com/ayushai/crud-operations-using-streamlit

This Streamlit web app demonstrates CRUD operations on a MySQL database, allowing you to easily manage user records. It's a practical example of integrating Python with SQL for database management.

mysql python3 relational-databases streamlit-webapp

Last synced: 01 Feb 2025

https://github.com/ayushai/transaction-rounding-made-easy-automating-script-for-financial-goals

CSV-RoundUps is a Python script that helps automate the process of rounding up your transactions from bank or credit card statements in CSV format. Inspired by services like Acorns, this tool rounds each transaction to the nearest dollar and calculates the total difference, which you can then save or invest.

Last synced: 01 Feb 2025

https://github.com/ayushai/mysql_assignments-solutions

MySQL Assignment Repository: A comprehensive collection of MySQL assignments designed for all skill levels—beginner, intermediate, and advanced. This repository features a variety of problems and solutions to help you master MySQL and prepare for technical interviews in roles such as Data Analyst, Data Scientist, Business Analyst and Data Engineer.

interview mysql problem-solving

Last synced: 01 Feb 2025

https://github.com/ayushai/python_and_mysql

A repository featuring Python scripts for fundamental MySQL operations, including database and table creation, data insertion, primary key management, and data retrieval. This collection provides practical examples to help you effectively interact with MySQL using Python.

database mysql python3 relational-databases

Last synced: 01 Feb 2025

https://github.com/ayushai/8-week-sql-challenge-by-danny-ma

8 Week SQL Challenge Repo - A collection of SQL case studies inspired by Danny Ma's Data With Danny program. This repo includes SQL queries, analysis, and key insights from each challenge. Join me as I document my journey and share progress with the community! #8WeekSQLChallenge

Last synced: 01 Feb 2025