Tolumie/Exploratory-Data-Analytics-Projects

Exploratory Data Analytics – A collection of projects covering data exploration, feature engineering, hypothesis testing, and predictive modeling across diverse datasets, including insurance, real estate, laptops, cars, COVID-19, and the Olympics.

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dvijay280/A-B-Testing-Analysis

This project aims to compare the performance of Facebook and AdWords advertising campaigns through A/B testing. By analyzing key metrics such as ad views, clicks, conversions, and costs, we seek to identify the most effective platform for optimizing advertising strategies.

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Tolumie/Aviva-Insurance-Statistics-Hypothesis-ABTesting-modelling

This project explores the impact of demographic and lifestyle factors on insurance charges. Using statistical hypothesis testing (ANOVA, Chi-Square, T-tests) and predictive modeling (Elastic Net, Random Forest, Gradient Boosting). The analysis is deployed using Streamlit.

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kgourgou/cupac_cuped_control_variates

Implementation of CUPED/CUPAC

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CelineChiLamNg/AB-tests

Practice analyzing experiments; conducting statistical tests and calculating confidence intervals; communicating results of an A/B test; Looker Studio dashboards.

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bessarodrigo/hypothesis_test_covid-19

Testes de Hipóteses | Proporção de duas populações - Avaliação das iniciativas para desenvolver uma vacina eficaz para reduzir o impacto dos sintomas da Covid-19.

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DataBells/ABtesting_conversion_optimization

Introducing the Ultimate A/B Testing and Experiment Analysis Dataset! 👀

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PogloLopez/nesarc_research

Analyzing the relationship between Social Anxiety Disorder (SAD) and family history of behavioral problems using NESARC data. Includes statistical hypothesis testing (ANOVA, Chi-Square, Pearson Correlation, Moderation Analysis). Developed as part of the Data Analysis and Interpretation Specialization from Wesleyan University (Coursera).

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rutujakokate430/Ad-Campaign-Lead-Quality-Analysis

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RickyDoan/Python-Explore-Hypothesis-statistics-for-bank-domain

This project analyzes customer and transaction data for a bank’s credit card division. It covers data cleaning, customer segmentation, and statistical testing to design and evaluate targeted marketing campaigns.

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roga11/MSTest

This package implements hypothesis testing procedures that can be used to identify the number of regimes in a Markov-Switching model.

Language: R - Size: 106 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 5 - Forks: 2

iegorushkin/DA_portfolio

A collection of data analysis projects showcasing my skills in data manipulation, visualization, and statistical inference. Currently this repository is only available in Russian.

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hendersontrent/correctR

R package for computing corrected test statistics for comparing machine learning models on correlated samples

Language: R - Size: 11.1 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 14 - Forks: 3

AriannaRigamonti/Statistics

This project analyzes video game sales and review scores to explore their impact on market performance. It includes statistical analysis, hypothesis testing, and regression modeling to identify trends and relationships between critic/user scores and global sales.

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saumyaprasad07/Statistical_Analysis_projects_using_Python

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markur4/plotastic

Streamlining statistical analysis by using plotting keywords in Python.

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naninsv/yulu-bike-rental-analysis

Assisting Yulu, India's micro-mobility provider, in understanding factors influencing shared electric cycle demand. Employing statistical tests and analysis on a dataset to identify significant predictors and gauge their impact on cycle demand.

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ankit-verma2000/Hospital-analysis

Analyzed which variables are significant in predicting the reason for hospitalization for different regions . And How well some variables like viral load, smoking, Severity Level describe the hospitalization charges.

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yash-rewalia/Airline-Passeneger-Recommendations-Classification

The primary objective is to deploy a robust classifier model that accurately predicts user recommendations, empowering airlines to strategize effectively, understand user behavior, optimize services, and align business strategies with financial objectives.

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yash-rewalia/Stock-closing-price-prediction-using-regression

The ultimate business objective is to leverage the regression model to provide accurate predictions of the closing price of AMRN stock, enabling stakeholders to make well-informed investment decisions, manage risks effectively, optimize portfolios, Early warning systems to alert any fraud cases and align investment strategies with financial goals.

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aliarafat1000/marketing-campaign-analysis-facebook-or-adwords

This project compares Facebook Ads and Google AdWords to determine which drives more conversions. Using data analysis, hypothesis testing, and regression modeling, we find Facebook Ads generate higher conversions at a lower cost. Insights on CPC trends and engagement patterns help businesses optimize ad spend and maximize ROI.

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Gaurav-Van/Scripted_Insights-Handwritten_DS_ML_Notes

Dive into the world of Data Science and Machine Learning with meticulously handwritten notes created by me. Unveil insights, embrace learning. Welcome to Scripted Insights.

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JackTheProgrammer/Hypothesis-testing-using-data-analytics

Hypothesis testing using data analytics for yellow trip car ride provider service to increase their revenue

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iamkushvanth/Marketing-Campaign-Analysis

Data analysis comparing the performance of Facebook and AdWords ad campaigns in 2019, Using Statical Methods such as A/B test focusing on clicks, conversions, cost-effectiveness, and seasonal trends.

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AnshRockstar/MBA_SEM3_project-SSODL

THE INFLUENCE OF LOYALTY PROGRAMS BACKED BY CRM ANALYTICS ON CLIENT RETENTION

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khushi-sabarad/MachineLearning

Language: Python - Size: 4.79 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

nfmcclure/DataScience350

Notes for Data Science 350 Class

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vadimtyuryaev/ANOVA

R code repository supporting my LinkedIn articles on ANOVA

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andy489/Empirical_Methods_and_Statistics

Probability and Statistics, Events, Random variables, Distributions, Moments, Main Limit Theorems, Hypothesis, Regression and more. Statistical Computing and Graphics with R.

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stoneboat/fdp-estimation

A proof-of-concept implementation of a blackbox $f$-DP estimator/auditor framework

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PragyanTiwari/Hypothesis-Testing-Medical-Insurance-Data

Testing Hypothesis on Medical Insurance dataset to analyze & gain insights using Normality Test, T-Test, Chi-Square Test etc. Along with Power Analysis to check the statistical significance.

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lorainemg/Household-Analysis

Statistics project on the analysis of the household dataset.

Language: R - Size: 4.93 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

farzeenshahid/Hypothesis-Testing-with-Men-s-and-Women-s-Soccer-Matches

An investigative analysis comparing goal counts in men's and women's FIFA World Cup matches using statistical hypothesis testing. 📊⚽

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sfcheung/semlrtp

Likelihood ratio test p-values for structural equation modeling (SEM)

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AiCorsair/Python-Case-Study-AB-Testing-for-LunarTech-Homepage-CTA-Button

This repository contains a detailed case study on an A/B test of LunarTech's homepage CTA button, using proxy data structured similarly to the company's real data.

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jacekkala/statistics_hypothesis_testing

Statistics & Hypothesis Testing in Python

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mananabbasi/Applied_Statistics_-_Data_Visualisation_

This repository contains R projects focused on statistical analysis, using techniques like EDA, Hypothesis Testing, ANOVA, Normalization, and Linear Regression. Each project includes datasets, R scripts, results (plots, tables), and a detailed README for insights and methodology.

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grumpyclam/Vehicle-Frequency-Impact-on-Border-State-Overdose-Deaths

Hypothesis testing via linear regression and pearsons correlation to understand the relationship between border vehicle frequency and drug overdose deaths.

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Anusha0501/CardioRiskAnalysis

This repository contains an analysis of heart disease data using R programming. The project explores statistical relationships between age, gender, and heart disease likelihood using various hypothesis tests and visualizations.

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bsap16/hipoteses-spotify

Uma gravadora deseja lançar um novo grupo musical no cenário global utilizando os dados do Spotify de 2023.

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eleshea/Mobile-Game_A-B-Testing

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roygutg/masters-thesis

Analyses and results for my master's thesis, titled "Self-avoidance as a Potential Connecting Link between Creative Search and Cognitive Control", graded 99/100

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reza-chehreghani/DSc-Assignment-1-Statistical-Analysis-and-Hypothesis-Testing

This project focuses on Monte Carlo Simulation, Central Limit Theorem, and Hypothesis Testing. It includes Python implementations for estimating Pi, analyzing game probabilities, and performing statistical tests using real-world datasets.

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gabrieltempass/abtester

A web application to design and evaluate the results of A/B tests.

Language: Python - Size: 2.94 MB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 12 - Forks: 4

AisurjyaSamantaray/Sales-Perfomance-Analysis-Dashboard

A comprehensive sales performance analysis dashboard built using Python, and visualization tools. This project includes data cleaning, descriptive statistics, correlation analysis, and insights into sales trends, profitability, and the impact of discounts. Key features include interactive visualizations using Seaborn, and Matplot

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diaoenmao/Large-Deviation-Analysis-for-Hypothesis-Testing-for-Score-based-Models

[arXiv] Large Deviation Analysis for Hypothesis Testing for Score based Models

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ankit-kothari/Data-Science-Journey

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puolival/multipy

Multiple hypothesis testing in Python

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estebanrucan/estyp

ESTYP: Extended Statistical Toolkit Library for Python

Language: Python - Size: 8.07 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

tirthajyoti/R-stats-machine-learning

Misc Statistics and Machine Learning codes in R

Language: R - Size: 2.02 MB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 42 - Forks: 30

ahmadrazacdx/Sales-Data-Analysis

A comprehensive data analysis project focusing on sales data exploration, cleaning, and statistical analysis. This includes key insights into sales trends, customer behavior, product categories, delivery times, and seasonality effects. Advanced statistical tests and visualizations are added to identify relationships and make data driven decisions.

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JinnOppa/TripleTen-Projects

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statmlben/dnn-inference

Significance tests of feature relevance for a black-box learner

Language: Python - Size: 568 MB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 18 - Forks: 4

Aswajith7077/GoldRateAnalysis

A regression-based model in R to analyze and predict gold rates using daily and annual datasets from 1985 to 2023. Created visualizations using ggplot2, showcasing trends with regression lines. Conducted hypothesis testing to determine if the model is a best fit.

Language: R - Size: 1.11 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

dharmik2101/Statistical-Methods

This repository is a comprehensive resource for learning and applying statistical techniques, complete with theoretical explanations, practical Python implementations, and food domain-specific applications.

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mxagar/statistics_with_python_coursera

My personal notes done while following the Coursera Specialization "Statistics with Python", from the University of Michingan, hosted by Dr. Brenda Gunderson.

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L-Gre/Data_Analytics_for_Finance

Comprehensive course materials for the Data Analytics for Finance - Master Programme, covering data manipulation, statistical analysis, visualisation, automation, and real-world case studies using industry-standard tools.

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zooviee/Customer-Engagement-Analysis-in-Excel

Customer Engagement Analysis: Performed descriptive statistics, confidence intervals, and hypothesis testing in Excel to analyze user behavior on a data learning platform across two quarters (2021 vs. 2022). Includes actionable insights and recommendations for stakeholders.

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usk2003/Income-Testing-Hypothesis

This repository analyzes data scientists' income using t-tests, providing insights into salary distributions and company ratings. Key features include data cleaning, statistical analysis, visualizations, and company suggestions for freshers. Practical advice helps guide career decisions effectively!

Language: Python - Size: 5.68 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

JESUSC1/Chicago-Public-Libraries-Usage-Analysis

Mapped Chicago libraries and analyzed post-2020 visitation declines using Python, highlighting COVID-19's impact. Conducted statistical tests to validate trends and offered data-driven insights to enhance user engagement and inform future planning.

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JESUSC1/Predicting-Federal-Aid-Uptake-with-R

Using R tools like ggplot2 and dplyr, analyzed small business data to understand uptake patterns for federal aid. Employed logistic regression and decision trees to pinpoint key predictors. Explored strategies like mailer campaigns to boost application rates and conducted power analysis for potential randomized trials.

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John-sam1983/John_Ndaa_Samson_Data_Science_Portfolio

This repository is a compilation of all the data science and in particular Machine Learning projects I have successfully carried out.

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shashikumarraja/pytest_tutorial

Language: Python - Size: 1.03 MB - Last synced at: 29 days ago - Pushed at: over 6 years ago - Stars: 26 - Forks: 11

taquynhnga2001/AB-Testing-Cookie-Cats

Hypothesis Testing: Validate the result of an A/B Test for a mobile game company Cookie Cats

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curpe/probability_project

Demonstrating Statistical & Probability Method on US Medical Insurance Dataset

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lm934/Case-Study-Rental-Bike-Data-Analysis

This case study is part of hypothesis testing and visualisation

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AnnieLima/wood-data-analysis

Estatística de dados físicos e mecânicos de madeira

Language: R - Size: 93.8 KB - Last synced at: about 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

Carol-Neto/Sprint-9-Making-Data-Driven-Business-Decisions

In this project I evaluate hypotheses using ICE and RICE and perform A/B testing analysis.

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Jayita11/AtliQo-Bank-Credit-Card-Launch-EDA

This project involves exploratory data analysis and statistical testing for AtliQo Bank's new credit card launch. Key insights include targeting high-income occupations and the 18-25 age group. Recommendations focus on tailored marketing campaigns, education, and incentives to enhance credit card adoption and usage among young adults.

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hendersontrent/correctipy

Python package for computing corrected test statistics for comparing machine learning models on correlated samples

Language: Python - Size: 2.93 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

vusaverse/vvdoctor

R Shiny app / package to automate statistical testing

Language: R - Size: 1.11 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

CSFelix/data-science-studies

🐍 Data Science Studies that I update once in a blue moon 🐍

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Mugambi645/hypothesis-testing-soccer

Hypothesis Testing with Men's and Women's Soccer Matches

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OliverHennhoefer/online-fdr

Online Multiple Hypothesis Testing.

Language: Python - Size: 131 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

chiukenny/Tests-for-Distributional-Symmetry

Non-parametric hypothesis tests for identifying distributional group symmetries from data

Language: Julia - Size: 1.52 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

Carol-Neto/Sprint-2-Basic-Python-part-2

In this project I was able to create cycles to replace missing and duplicate values ​​and test a hypothesis.

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sanjeevai/Train_accidents_in_India

Using data visualisation and inferential statistics to find the cause of train accidents in India for year range 2002-2017.

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sayed-ashfaq/Yulu-HypothesisTesting

In this project, I analyzed Yulu bikes' usage patterns by performing data visualization and applying various hypothesis testing methods. This included statistical tests, chi-square tests, variance testing, QQ plots, and checking for normal distribution to uncover insights related to customer usage and behavior.

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ast0815/remu

ReMU - Response Matrix Utilities

Language: Python - Size: 114 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

Carolinerocks/Statistical-Model-Medical-Charges

Size: 2.64 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

lmizner/Codecademy_Analyze_Data_Python

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mukul-mschauhan/Machine-Learning-Projects

This Repository comprises of Statistical Analytics and Machine Learning Projects

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FabianaCampanari/PracticalStats-PUCSP-2024

Statistical Measures in Python - Age and Salary Analysis

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Schrausser/PRM

Permutation methods calculator. Android application for the calculation of permutation tests.

Language: QuickBASIC - Size: 873 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ozlerhakan/ab-test

A repo that analyzes an A/B test result of an e-commerce website.

Language: Jupyter Notebook - Size: 4.91 MB - Last synced at: 29 days ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 3

MNitin-Reddy/A-B-Testing-and-Regression-Analysis-for-Ad-Performance-Optimization

Analyzed the performance of Facebook and AdWords ads using A/B testing and regression analysis to identify trends, correlations, and cost-effectiveness. Key insights included distribution of clicks and conversions, monthly trends, and cost-per-conversion analysis to optimize ROI.

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dmarienko/Qube

Community version of quantitative backtesting framework

Language: Python - Size: 10.7 MB - Last synced at: 19 days ago - Pushed at: 9 months ago - Stars: 11 - Forks: 3

Schrausser/FunktionWin

Graphical user interface for distribution functions.

Language: C - Size: 742 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

shoaib1522/Probability-Statistics

This repository is a comprehensive collection of assignments, lecture notes, and projects focused on Probability and Statistics. It provides both theoretical insights and practical applications for mastering the subject.

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ngangawairimu/Marketing_AB_Testing_Project

This project analyzes A/B testing data to evaluate the effectiveness of three marketing campaigns. By conducting pairwise comparisons using statistical tests with a 99% confidence level, it identifies the best-performing campaign, providing actionable insights to optimize marketing strategies and boost overall sales performance.

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CarlosCraveiro/einstein-boltzmann-statistics

A statistical analysis of the results obtained with the Einstein Boltzmann board presented as an assignment for the subject SME0123 - Statistics

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ParthaPRay/Liguistic_Relativity_Chatgpt

This repo contains codes for experiementing linguistic relativity of various language specific prompts asked to and responded back from ChatGPT 4 mini

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gennarocostantino/Mental-Health-Predictor

This project analyzes personal, lifestyle, and family-related factors to identify key risk factors for depression and better understand how these variables influence mental health outcomes.

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tuke307/cancel-culture-impact

analysis of music celebrity data to check if cancel culture has an impact on their career

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deliprofesor/Virtual-Reality-in-Education-Impact-Analysis-and-Insights

This project examines the impact of Virtual Reality (VR) on education, focusing on its effects on student engagement, learning outcomes, and creativity. It uses data analysis techniques like descriptive statistics, correlation analysis, and clustering to assess VR's effectiveness in enhancing learning.

Language: Python - Size: 223 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

CtrlAltFly/AIML-Projects

these are my projects that i submitted for AIML course with great lakes & some good notebooks with great explaination of the topics

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deliprofesor/Health-Status-and-Heart-Attack-Risk-EDA-Regression-and-Hypothesis-Testing-Analysis

This project analyzes health and lifestyle factors influencing heart attack risk using statistical methods and machine learning, with Ridge Regression identified as the best predictive model.

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JesusSantosCapote/Boston-House-Data-Analysis

Practicing Hypothesis Testing in Python with a house price dataset

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LastAncientOne/GDP_Project

GDP Forcasting

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nikhilsree5/YuluCaseStudy

Identifying Key Predictors of Demand for Yulu Electric Cycles in the Indian Market

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