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big-data-ecosystem

This project explores big data, top organizations leveraging big data, and big data future in the age of LLM. Additionally, it delves into practical application using catch the pink flamingo dataset such as EDA, ML, and graph analytics using Neo4J.

cryptocurrency_portfolio_management

LIVE Price monitoring, Best Return and Worst Return among several purchases. Used basic functions like SUM, AVG, XLOOKUP etc. in the table. Used WazirX.com API for LIVE data gathering.

customer-churn-prediction-feature-selection-using-genetic-algorithm

This project explores an IBM telecom dataset, conducting initial EDA and data preprocessing. It examines three genetic algorithm variations for feature selection: one-point, two-point, and uniform crossover. Logistic regression is used to predict customer churn, and performance is evaluated using error bar plots.

eda_on_student_academic_performance

Performed EDA on Student’s Academic Dataset and visualize categorical and numerical features, Using python libraries like NumPy, matplotlib, seaborn and pandas Count plots like Class based on marks, Gender, Lower-Middle-High School, Country wise Students number and what subject they choose. Bar plots for How many times students visited resources, raised hands in class, took part in discussion and on these parameters concludes the performance of students.

finance-data-analysis

Starting with data preparation for Bank Personal Loan analysis by eliminating unnecessary data, using python libraries plotting histplot for skewness, correlation with heatmap, pie charts for customer based on education, customers having securities and deposits, boxplot for education-based loan holders and finding some insights by visualization

geospatial-analysis-on-zomato-data

Analysed Zomato Bangalore’s Data, After Data pre-processing and cleaning, perform some analysis to find out insights like Rating of Restaurants, Most Famous Restaurants, Luxurious, Cheapest, High Voted, Budget Oriented Restaurants in Bangalore. Performed Geospatial analysis using heatmap using geo locations

ineuron-internship---heart-disease-diagnostic-analysis

As a part of my internship with iNeuron.ai, I worked independently on an end-to-end project "Heart Disease Diagnostic Analysis".

instagram-clone-data-analysis-using-mysql

On Instagram Clone Database Performed Some Queries to Solve Business Problems.

mavenanalytics-customer-churn

multi-doc-chat

A Langchain app that allows you to chat with multiple PDFs

sales-analysis---atliq-technologies

This project will give you a feel of how data analysis projects are executed in big companies. This would be perfect for anyone seeking career as a data analyst. Our case study is based on a computer hardware business which is facing challenges in dynamically changing market.

smart-calculator

Interacting calculator which extract numbers from user given text and perform several operations like addition, subtraction, multiplication, division, LCM, HCF.

web-social-media-analytics-nlp-and-grpah-analytics

This project explored Twitter analytics, sentiment analysis, graph analytics, classification ML models, news API-based topic modeling, and text summarization.