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Projects in Awesome Lists by ninadpatil09
A curated list of projects in awesome lists by ninadpatil09 .
https://github.com/ninadpatil09/nlp-notebooks
Explore NLP tasks with Python using NLTK, SpaCy & scikit-learn: Tokenization, Normalization, NER, POS tagging, Encoding, Word embedding.
natural-language-processing nlp nlp-machine-learning nltk python spacy
Last synced: 14 Oct 2024
https://github.com/ninadpatil09/telcom-customer-churn-analysis
This project aims to analyze customer behavior and identify factors contributing to churn, helping the company design focused retention strategies to retain customers and increase customer loyalty.
dataanalysis dax powerbi powerbidashboard
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/emotion-detection-using-text
This project aims to tackle the growing challenge of analyzing emotions conveyed through text, particularly in the context of the vast amount of comments generated daily on social media platforms and reviews from websites.
deep-learning emotion-detection python
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/sales-market-basket-analysis
An overview of how to perform Sales Market Basket Analysis using PySpark, focusing on the steps from data preprocessing to association rule mining. It is a method used by retailers to uncover patterns in customer purchasing behavior, involves analyzing the items that customers frequently buy together and associations between products
association-rule-mining fpgrowth marketbasketanalysis pyspark
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/property-insurance-premium-prediction
This project aims to predict property insurance premiums using machine learning techniques. The dataset consists of various features related to insurance policies and properties. The goal is to build models that can accurately predict the annual premium based on these features.
machine-learning predictive-modeling property-insurance regression-models
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/captcha-recognition
This project aims to recognize characters within CAPTCHA images using deep learning techniques. CAPTCHA, or Completely Automated Public Turing test to tell Computers and Humans Apart, is a challenge-response test commonly used in computing to determine whether or not the user is human.
captcha-recognition cnn deep-learning
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/online-store-sales-analysis
The "Online Store Sales Analysis" interactive dashboard offers comprehensive insights into the sales performance and customer behavior of the online store for the year 2022. This user-friendly dashboard provides a visually appealing and intuitive interface to explore key sales metrics and customer trends.
microsoft-excel pivot-tables visualization
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/heart_disease_detection_analysis
The Heart Disease Detection Analysis aims to create a predictive model for identifying individuals at risk of heart disease. Using a dataset with attributes like age, sex, and health metrics, the project focuses on distinguishing patients with and without heart disease.
data-analysis data-cleaning data-science data-visualization machine-learning
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/hospital_emergency_room_analysis
This comprehensive analysis delves into the performance and characteristics of the hospital's emergency room over the past year. By scrutinizing key metrics and patient demographics, this study aims to provide valuable insights for optimizing patient care, resource allocation, and overall operational efficiency.
data-analysis tableau-public visualization
Last synced: 09 Nov 2024
https://github.com/ninadpatil09/bankcard-analytics---credit-debit-card-usage-monitoring
This project is a comprehensive data analysis initiative aimed at extracting valuable insights from bank card usage data. The tools and techniques includes Python, Excel, Tableau, web scraping, pandas. It centers around understanding and visualizing trends and patterns in credit and debit card usage across multiple banks.
data-cleaning data-visualization excel python tableau tableau-public web-scraping
Last synced: 09 Nov 2024