Project 1

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Question 1 : How does similarity is calculated if data is categorical in natureCosine Similarity : Cosine(A, B) = (A · B) / (||A|| ||B||)Question 2 : Implement K-means for “Car dataset” and come up with the business insights***IPYNB FILE ATTACHED BELOW***

Project :- Here we need analyse and classify the countries using socio-economic and health factors that determine the overall development of the country . Then we need to suggest the countries which the CEO needs to focus on the most.Columns in the dataset are :- country: The name of the country for which the data…

Heart Disease Prediction Using Machine Learning on Clinical ParametersProject OverviewHeart disease is one of the leading causes of mortality worldwide. Early detection and diagnosis are crucial for effective treatment and improving patient outcomes. This project aims to develop a machine learning model to predict the…

1 ) Explain the data. Check It is supervised or Unsupervised. The data related to medical insuranceeach row represent a single patientthere are some following features includedAge (Years)sex(M OR F)BMI (body mass index)Number of childrenSmoking status (yes or no)RegionCharges( the amount charged for medical insurance)data…

Project 2 - Gender Bias in Science and Technical field This dashboard empowers mission driven organizations to harness the power of data visualization for social change. The data set talks about the literacy rates in Tamilnadu. It is distributed according to the cities and their ranks. It contains the population, as per…

Project 1 - Analyzing the Education trends in Tamilnadu This dashboard empowers mission driven organizations to harness the power of data visualization for social change. Women are tracked away from science and mathematics throughout their education, limiting their training and options to go into these fields as adults.…

PROJECT 2 Create a report using PowerQuery, Macro VBA, List Functions and Data Validation functions for Data Reporting of Supply Chain Management companies Separate Worksheet Required for Data Summary of All Female Client’s for Income and Loan Amount using New Functions (hint: use unique,sort,filter functions) if…

Data Cleaning and Transformation using Pivot table and Charts for the Report on requirement of Team Hiring.   Company ABC Private Limited is manufacturing and selling below mentioned Products: Classic Cars Motorcycles Planes Ships Trains Trucks and Buses Vintage Cars As Business Analyst of the Company,…

Once a student is passed out from a Institute or College, he/she is known as Alumni of the Institute. Alumni’s career growth plays important role in Institute’s ranking and other networking activities. In this project, career choices of alumni of two Universities will be analyzed with respect to their passing…

Business model Customer to Customer (C2C) allows customers to do business with each other. This model is growing fast with e-commerce platforms where sellers may be required to pay some amount and buyer can buy it without paying anything. E-Commerce website brings the seller and buyer to the same platform. …

EDA on Vehicle Insurance Customer Data.

English Dictionary App which helps to get the meaning of the word or edit the word or update the word. Library Book Management System is used for storing book information.

Project 1 - COVID-19 Vaccinations Trend Analysis Aim:- The aim of the project is to analyze the data in detail on vaccinated and fully vaccinated by the year 2020,2021,2022. Introduction :-This data represents COVID-19 vaccination statistics for different countries. The dataset includes information such as the country's…

Project 2 - Supply and Demand Gap Analysis Aim: The main aim of project is to collect and analyze the data Introduction: Supply and demand gap analysis is a comprehensive assessment of the disparities between the availability of rideshare vehicles (supply) and the number of ride requests (demand) in a given market or geographic…