EDA on Vehicle Insurance Customer Data I used pandas to create dataframes and analyzed data. I analyzed data using different criterias Age, Vs Annual Premium Vehicle Age Vs annual premium Gender Vs annual premium Is data balanced between genders in relation to annual premium I did cleaning of data checking nulls and…
Anupama Yeragudipati
updated on 15 Aug 2023
Project Details
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Read more Projects by Anupama Yeragudipati (15)
Supervised Learning - Prediction Week 3 Challenge
1. Perform Gradient Descent in Python with any loss function.Refer to Jupyter Notebook attached.2. Difference between L1 & L2 Gradient descent method.The L1 and L2 Gradient Descent methods refer to optimization techniques used to minimize a loss function in machine learning, often in conjunction with regularization.…
27 Jan 2025 07:49 PM IST
Basics of Probability and Statistics Week 1 Challenge
Why there is a difference in the formula of variance for population and sampleChatGPT said:ChatGPTThe difference in the formula for variance between a population and a sample arises due to the concept of1. Population Variance:The formula for the population variance is:σ2=1N∑i=1N(xi−μ)2\sigma^2 = \frac{1}{N} \sum_{i=1}^{N}…
16 Jan 2025 07:35 PM IST
Basics of ML & AL Week 2 Challenge
1)The values from the table:X:0,1,2,3,4P(X):0.35,0.25,0.15,0.15,0.101. Mean (μ):The mean is calculated as:μ=∑X⋅P(X)μ=(0⋅0.35)+(1⋅0.25)+(2⋅0.15)+(3⋅0.15)+(4⋅0.10)μ=0+0.25+0.30+0.45+0.40=1.40Mean (μ) = 1.402. Variance (σ2):The variance is:σ2=∑P(X)⋅(X−μ)2First, calculate (X−μ)2 for each X:X=0(0−1.4)2=1.96X=1(1−1.4)2=0.16X=2(2−1.4)2=0.36X=3(3−1.4)2=2.56X=4(4−1.4)2=6.76Now…
07 Jan 2025 03:45 PM IST
Project 2 - Supply and Demand Gap Analysis
Detailed Documentation of Renewable Energy Share AnalysisBy Yeragudipati AnupamaAim:The aim of this project is to analyze the renewable energy share across various regions from 1965 to 2021, focusing on identifying global trends, regional differences, and the impact of economic development on the adoption of renewable…
05 Dec 2024 12:41 PM IST
Project 2
Project Objective:As a Data Scientist at an international humanitarian NGO, the task is to strategically allocate $120 million in newly raised funding. The core objective is to identify and prioritize countries in dire need of aid based on socio-economic and health indicators that reflect overall development levels. Through…
05 Nov 2024 05:33 PM IST
Project 1
I have successfully completed the project on Heart Disease Prediction using various Machine Learning Models. I tried to incorporate all Features with Target Column to identify the most important marker to predict a Heart attack. I used graphs where necessary and incorporated Skewness and Kurtosis taking each feature…
05 Oct 2024 06:49 PM IST
Project 1 - Analyzing the Education trends in Tamilnadu
29 Feb 2024 04:46 PM IST
Project 1 - COVID-19 Vaccinations Trend Analysis
Project 1 - COVID-19 Vaccinations Trend Analysis Aim The aim of this project is to analyze the data in detail on vaccinated people and fully vaccinated people by country in 2021-2022 Introduction Since the start of the COVID-19 outbreak, WHO has worked with countries and areas in Different regions on public health measures…
26 Jan 2024 09:02 AM IST
Project 2 - Gender Bias in Science and Technical field
I saved this Dashboard on public.tableau.com The Dashboard speaks for itself. https://public.tableau.com/views/Project2TableauLiteracyRateinTamilNaduFINAL/Dashboard1?:language=en-US&publish=yes&:display_count=n&:origin=viz_share_link
10 Oct 2023 03:25 PM IST
Project 2 - EDA on Vehicle Insurance Customer Data
EDA on Vehicle Insurance Customer Data I used pandas to create dataframes and analyzed data. I analyzed data using different criterias Age, Vs Annual Premium Vehicle Age Vs annual premium Gender Vs annual premium Is data balanced between genders in relation to annual premium I did cleaning of data checking nulls and…
15 Aug 2023 07:02 PM IST
Project 1 - English Dictionary App & Library Book Management System
1A: English Dictionary App I used pickle class module for file management as it can serialize data Alternatively json class can be used for file management I used decorator to check on value being added or updated into file as title case I used another decorator for adding designs. I used a dictionary to enter words…
01 Aug 2023 03:33 PM IST
Project 2
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…
03 Jul 2023 11:34 AM IST
Project 2 - Create a report using PowerQuery, Macro VBA, List Functions and Data Validation functions for Data Reporting of Supply Chain Management companies
The below is link to Dashboard https://docs.google.com/spreadsheets/d/1U2-YBp2mopGDFowI7Vaj00PJdOvxRCIc/edit?usp=drive_link&ouid=103286046492277190255&rtpof=true&sd=true The below is link to macros file https://docs.google.com/spreadsheets/d/1km0Bm8VFvkT84pGQcgMnOc94rPY083yD/edit?usp=drive_link&ouid=103286046492277190255&rtpof=true&sd=true…
07 Jun 2023 08:51 PM IST
Project 1
I have attached the techradar.sql file I am still sending a copy of the contents of files techradar.sql here -- Create new schema as ecommerce-- Import .csv file users_data into MySQL-- (right click on ecommerce schema -> Table Data import Wizard -> Give path of the file -> Next -> choose options : Create…
23 Jan 2023 08:43 AM IST
Project 1 - Data Cleaning and Transformation using Pivot table and Charts for the Report on requirement of Team Hiring
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03 Dec 2022 04:06 PM IST