Data visualization | Ecosyste.ms: Awesome

https://github.com/hi-space/data-visualization

Data Visualization (Tableau, D3, Python)

d3 data-visualization html javascript python tableau

Last synced: 11 Nov 2024

https://github.com/gjjvdburg/veld

Easy command line analytics

cli command-line-tool data-analysis data-science data-visualization statistics

Last synced: 09 Nov 2024

https://github.com/noturlee/iris-dataanalyis

This project aims to classify Iris flowers into three species—setosa, versicolor, and virginica—based on their sepal and petal measurements using machine learning techniques. The dataset comprises 150 samples evenly distributed among these species

data-analysis data-modeling data-science data-structures-and-algorithms data-visualization

Last synced: 04 Nov 2024

https://github.com/noturlee/sales-dataanalysis

This project aims to predict product sales based on advertising expenditures, focusing on 'TV advertising'. Machine learning techniques are employed to analyze and interpret data, enabling businesses to optimize advertising strategies and maximize sales potential.

data-modeling data-science data-structures-and-algorithms data-visualization linear-regression

Last synced: 04 Nov 2024

https://github.com/sophiamersmann/rummy-calendar

Rummy Calendar

d3 data-visualization

Last synced: 14 Oct 2024

https://github.com/nisarldev/data-structures-and-algorithms-with-visualizations-full-course-java-freecodecamp-2024

Data Structures and Algorithms with Visualizations in Java. FreeCodeCamp. 2024.

algorithms algorithms-and-data-structures data-structures data-visualization freecodecamp java linear-programming non-linear

Last synced: 05 Nov 2024

https://github.com/snototter/vitocpp

C++/Python 3 utilities for common vision tasks, e.g. streaming, visualization or image manipulation.

computer-vision-tools data-visualization image-processing utility-library

Last synced: 05 Nov 2024

https://github.com/aelluminate-hive/global-cost-index-analysis

This analysis explores the cost of living across various countries, aiming to provide insights into economic disparities and living standards on a global scale. Utilizing a dataset that includes indices for overall cost of living, groceries, restaurant prices, and rent, we investigate the top and least expensive countries worldwide.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 05 Nov 2024

https://github.com/aelluminate-hive/gym-members-exercise-analysis

Analyze fitness dataset to uncover insights into exercise patterns, calorie consumption, body composition, and overall fitness levels. Explore correlations between workout type, frequency, and physiological markers. Use data analysis techniques to provide a comprehensive understanding of fitness behaviors and factors influencing exercise outcomes.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 05 Nov 2024

https://github.com/aelluminate-hive/student-performance-analysis

This project analyzes student data to understand factors affecting final exam scores. Data includes study habits, extracurriculars, family background, school environment, and demographics. The goal is to identify key contributors to academic success.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 05 Nov 2024

https://github.com/hilalguleryuz/northwind_data_analysis_capstone_project

Northwind Capstone Project

capstone-project dashboard data-analysis data-visualization dax jupyter-notebook matplotlib northwind northwind-database pandas postgresql powerbi python seaborn sql

Last synced: 05 Nov 2024

https://github.com/rubyyy1118/machine_learning_optimization_study

The Learning From Data - Assignment in my MSc Business Analytics course

data-classification data-cleaning data-science data-visualization hyperparameter-tuning label-encoding neural-network python support-vector-machine tensorflow

Last synced: 05 Nov 2024

https://github.com/kruthiktr/titanic-survival-prediction

Titanic Survival Prediction using Machine Learning predicts whether a passenger survived based on features like age, gender, and class. A Random Forest Classifier achieved 82.68% accuracy after data preprocessing. Explore this project to see how machine learning handles this classic problem.

classification classification-model data-visualization machine-learning predictive-modeling python titanic-dataset titanic-survival-prediction

Last synced: 05 Nov 2024

https://github.com/mayankyadav23/career-aspirations-of-genz

Explore a collection of interactive dashboards developed during my internship at KultureHire! This repository includes visual insights into Learning Aspirations, Manager Aspirations, and Mission Aspirations, designed to help stakeholders make informed decisions. 🌟📈

advanced-excel data-cleaning data-collection data-preprocessing data-visualization kulturehire sql

Last synced: 11 Nov 2024

https://github.com/bhushan148/finance-domain-bank-loan-report-tableau

I analyzed 🏦 bank loan data to reveal trends, KPIs, and insights. Using Tableau 📈 for dashboards and SQL 🗃️ for data extraction, I visualized loan applications, borrower profiles, and repayment behaviors 💡.

bussiness-intelligence dashboard-design data-analysis data-visualization excel figma sql sqlqueries tableau

Last synced: 05 Nov 2024

https://github.com/kirankumar-ak777/vaccine_usage_analysis_and_prediction

This Vaccine Prediction Project predicts individual likelihood of receiving H1N1 or seasonal flu vaccines using demographic, medical, and behavioral data. Through data processing, feature selection, and logistic regression, it builds a model to better understand vaccine uptake behaviors.

data-visualization machine-learning pandas python

Last synced: 05 Nov 2024

https://github.com/hayatiyrtgl/cryptocurrency_time_series_rnn

Python script for training a Simple RNN model on cryptocurrency price data to predict future prices, including data exploration and evaluation

data-analysis data-science data-visualization keras pandas pandas-python prediction predictive-modeling python python-script rnn rnn-tensorflow tensorflow time-series time-series-analysis

Last synced: 05 Nov 2024

https://github.com/nouraalgohary/data-scientist-with-python

This repo comprises of my solutions for the tasks assigned in the course.

data data-science data-visualization datacamp datacamp-course datacamp-data-science datacamp-exercises datacamp-solutions-python datascience python

Last synced: 05 Nov 2024

https://github.com/mayankyadav23/accenture-north-america

Explore my experience in the Accenture North America Data Analytics and Visualization Job Simulation! 🌟 I analyzed datasets for a social media client, uncovering insights and creating visual presentations to drive strategic decisions. Join me in discovering the power of data analytics! 📊

accenture data-analytics data-visualization excel forage ppt

Last synced: 11 Nov 2024

https://github.com/hayatiyrtgl/arima_linearregression_xgboost_time_series_analysis

This Python script conducts various data processing, visualization, and modeling tasks on a dataset.

arima arima-forecasting arima-model data-analysis data-visualization linear-models linear-regression machine-learning machine-learning-algorithms pandas python xgboost xgboost-regression

Last synced: 05 Nov 2024

https://github.com/mayankyadav23/air-bnb-data-analysis

Data analysis and insights from NYC Airbnb listings, focusing on key metrics such as host performance, neighborhood trends, pricing, and customer reviews. Comprehensive documentation of ETL processes and analytical methodologies is provided. Perfect for understanding Airbnb dynamics and decision-making in the NYC market.

advanced-excel business-intelligence data-analysis data-analytics data-visualization power-bi ppt

Last synced: 11 Nov 2024

https://github.com/lucycatherine/healthinsuranceproject

This repository contains a machine learning project that analyzes the factors influencing health insurance charges, such as age, smoking status, and medical conditions.

data-analysis data-science data-visualization jupyter-notebook machine-learning python

Last synced: 31 Oct 2024

https://github.com/qtle3/decision-tree-regression

This project implements **Decision Tree Regression** to predict the salary of an employee based on their position level. By using a dataset containing position levels and their corresponding salaries, the project highlights how decision trees can capture complex relationships in data through non-linear regression.

data-visualization decision-tree-regression prediction-model

Last synced: 05 Nov 2024

https://github.com/dulajkavinda/matplotlib-ml

📊Data visualisation with matplotlib library.

data-visualization jupyter-notebook matplotlib python seaborn

Last synced: 26 Oct 2024

https://github.com/cluzier/crypto-price-dashboard

Shows current crypto prices and trade history

charts cryptocurrency data-visualization

Last synced: 07 Nov 2024

https://github.com/qtle3/logistic-regression

A Python implementation of Logistic Regression to classify social network ads based on age and estimated salary, featuring data visualization and performance metrics such as confusion matrix and accuracy score.

data-visualization feature-scaling logistic-regression logistic-regression-algorithm model-evaluation

Last synced: 05 Nov 2024

https://github.com/syedanimrafatima/coffee-shop-sales-analysis-sql-powerbi

This Repository's details will be updated in a while.

advanced-dax advanced-sql business-intelligence csv data-analytics data-cleaning-and-preprocessing data-loading data-transformation data-visualization excel mysql-database powerbi sales-analysis sql-queries

Last synced: 31 Oct 2024

https://github.com/dataforgeopenaihub/.github

GitHub profile of this organization.

data-analytics data-engineering data-science data-visualization database datapipeline end-to-end-project machinelearning-python tableau

Last synced: 08 Nov 2024

https://github.com/allanreda/telco-customer-churn-predictor-app

A web-based machine learning application that predicts customer churn using a logistic regression model. Built with Scikit-Learn for model training, Gradio for the user interface, and deployed on Google Cloud App Engine. The app allows users to input customer data and receive predictions on churn risk to support business decision-making.

app-engine data-visualization deployment google-cloud gradio hyperparameter-tuning logistic-regression machine-learning numpy pandas scikit-learn

Last synced: 07 Nov 2024

https://github.com/allanreda/ga4-session-predictor-flask-app

Flask app that can predict future number of GA4 sessions, using the Prophet library.

data-visualization flask ga4-api matplotlib pandas prophet-library python time-series-forecasting

Last synced: 07 Nov 2024

https://github.com/cassiofb-dev/projetos-intensivao-python

Projetos do evento intensivão de Python da Hashtag treinamentos.

automation data-analysis data-science data-visualization jupyter-notebook machine-learning python webscraping

Last synced: 07 Nov 2024

https://github.com/cassiofb-dev/covid-grafico

Gráficos da COVID-19 (Mortes e Casos) com Chart.js.

chartjs covid-19 data-visualization

Last synced: 07 Nov 2024

https://github.com/monusinghsheoran/f1-2023-performance-insights

F1-2023-Performance-Insights

analysis data-science data-visualization datasets-csv formula1 jupyter-notebook library matplotlib numpy pandas python racing seaborn

Last synced: 31 Oct 2024

https://github.com/doga0/ai_projects

Projects I made while learning AI

data-analysis data-manipulation data-visualization pandas python rule-based-classification

Last synced: 05 Nov 2024

https://github.com/neyhere07/music_popularity_prediction

Music popularity prediction involves building machine learning models to estimate the popularity of tracks based on their audio features.

data-science data-visualization eda jupyter-notebook machine-learning python

Last synced: 31 Oct 2024

https://github.com/abdelrahmanbayoumi/titanic-machine-learning-from-disasters

Knowing from a training set of samples listing passengers who survived or did not survive the Titanic disaster, can our model determine based on a given test dataset not containing the survival information, if these passengers in the test dataset survived or not.

data-analysis data-science data-visualization machine-learning pandas

Last synced: 05 Nov 2024

https://github.com/miteshgupta07/streamlit-machine-learning-app

A Streamlit application for interactive exploratory data analysis (EDA) and data visualization, offering dynamic tools to analyze and visualize machine learning datasets.

data-visualization python streamlit

Last synced: 07 Nov 2024

https://github.com/aelluminate-campus/global-cost-index-analysis

This analysis explores the cost of living across various countries, aiming to provide insights into economic disparities and living standards on a global scale. Utilizing a dataset that includes indices for overall cost of living, groceries, restaurant prices, and rent, we investigate the top and least expensive countries worldwide.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 31 Oct 2024

https://github.com/tsbarr/toronto-open-data

Analysis of Toronto's open data initiatives. 🌆 Exploring Toronto's urban systems through data science 📊 Python-based analyses of public datasets 🔍 Focus on community impact and urban patterns 🎓 Academic rigour meets practical insights 🔄 Regularly updated with new analyses

api-integration civic-tech ckan-api data-analysis data-cleaning data-science data-visualization exploratory-data-analysis jupyter-notebook open-data pandas public-data python tableau toronto urban-analytics

Last synced: 31 Oct 2024

https://github.com/bkamapantula/chart-recommender-gui

A rule-based chart recommendation service. Useful for teams to self-host or as an internal service.

data-visualization python

Last synced: 16 Oct 2024

https://github.com/aelluminate-campus/student-performance-analysis

This project analyzes student data to understand factors affecting final exam scores. Data includes study habits, extracurriculars, family background, school environment, and demographics. The goal is to identify key contributors to academic success.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 31 Oct 2024

https://github.com/aelluminate-campus/gym-members-exercise-analysis

Analyze fitness dataset to uncover insights into exercise patterns, calorie consumption, body composition, and overall fitness levels. Explore correlations between workout type, frequency, and physiological markers. Use data analysis techniques to provide a comprehensive understanding of fitness behaviors and factors influencing exercise outcomes.

data-science data-visualization exploratory-data-analysis jupyter-notebook python3

Last synced: 31 Oct 2024

https://github.com/sharoonjoseph321/e-commerce-eda

Data Analysis on E-commerce ,using pandas, python, matplotlib.

data-analysis data-science data-science-projects data-visualization jupyter-notebook matplotlib pandas pandas-dataframe pandas-python python

Last synced: 31 Oct 2024

https://github.com/afondiel/self-driving-cars-perception-and-deep-learning-free-course-freecodecamp

Notes and key takeaways of the Self-Driving Cars Perception applied Deep Learning Free Course from freeCodeCamp.org

2d-object-detection 3d-data-visualization 3d-object-detection bird-eye-view camera camera-calibration compter-vision data-visualization freecodecamp kitti-dataset lidar object-tracking perception robotics self-driving-car-engineer self-driving-cars vision-transformer vit yolo

Last synced: 06 Nov 2024

https://github.com/danasilver/twacker

Track your Twitter friends (following) and followers.

data-visualization heroku-app twitter

Last synced: 10 Nov 2024

https://github.com/rimolive/us-elections

data-visualization elections politics r

Last synced: 29 Oct 2024

https://github.com/mmartin46/county-health-findings-project

Analyze the data set given by United Health Group(UHG) to determine the impact on race, social and demographic factors on health, survival, and mortality.

analysis data-science data-visualization linear-regression machine-learning pandas

Last synced: 05 Nov 2024

https://github.com/sueszli/uwaterloos-sunshines

d3 data visualization: research output of uwaterloo's sunshines

d3js data-visualization

Last synced: 25 Oct 2024

https://github.com/davidterpay/youtube-api

A simple python program that will allow you to view the the view count of any keyword in an specified time period

data-science data-visualization python3 youtube-api

Last synced: 29 Oct 2024

https://github.com/mohdumair8896/stock-market-analysis-and-forecasting

This is a project of Stock Market Analysis And Forecasting Using Deep Learning(pytorch,gru).

data-visualization machine-learning prediction python

Last synced: 07 Nov 2024

https://github.com/albedim/daker

The best users Faker ever

data-visualization fake-data faker-api faker-generator faker-library freelib json-api

Last synced: 07 Nov 2024

https://github.com/kburchfiel/kburchfiel-dash-plotly-demo

This project shows how Plotly and Dash can be used to create an interactive dashboard. (Work in progress)

aviation dash dashboard data-visualization plotly plotly-dash python

Last synced: 29 Oct 2024

https://github.com/virajbhutada/hr-analytics-excel-sql-tableau-powerbi

Explore a comprehensive HR Analytics portfolio showcasing data analysis and visualization skills. Featuring dashboards in Power BI, Excel, and Tableau, along with SQL queries for deeper insights. A holistic view of expertise in HR analytics, data visualization, and database management. Let's dive into the game of data insights!

data-analysis data-management data-visualization excel hr-analytics interactive-dashboards portfolio-project postgresql powerbi powerbi-visuals sql sql-queries tableau tableau-public

Last synced: 11 Nov 2024

https://github.com/whis99/data_analysis_journey

A repositories of my data analysis projects.

data data-analysis data-analysis-python data-visualization dataset jupyter-notebook matplotlib python visualization

Last synced: 13 Nov 2024

https://github.com/virajbhutada/diamond-price-estimator

This project develops a predictive model to estimate diamond prices based on characteristics like carat, cut, color, and clarity. It covers data preprocessing, feature engineering, model selection, training, and evaluation. The final product is a web app where users can input diamond attributes to get accurate and instant price predictions.

cross-validation css data-analysis data-science-projects data-visualization eda feature-engineering html hyperparameter-tuning jupyter-notebooks machine-learning ml-algorithms model-deployment model-selection performance-optimization predictive-modeling python python-app user-interface

Last synced: 11 Nov 2024

https://github.com/tralahm/octave-matlab

Using matlab and octave for machine learning and numerical computing

data-science data-visualization machine-learning matlab octave-functions octave-scripts tralahm tralahtek

Last synced: 13 Nov 2024

https://github.com/mikeesto/ausvotes19

:bird: A collection of 67,284 public tweets published on the night of the 2019 Australian election

australia data-analysis data-visualization elections open-data twitter

Last synced: 31 Oct 2024

https://github.com/benedart/interactive-information-visualization

Interactive Information Visualization Project

d3 data-visualization information-visualization

Last synced: 25 Oct 2024

https://github.com/gabrieldiem/data_visualization_lifespan_wealth

Little python script that shows a data visualization of life span and wealth worldwide

data-visualization pandas plotly python script

Last synced: 05 Nov 2024

https://github.com/gabrieldiem/iss_locator

Little python script that plots the ISS (International Space Station) location in a world map at a given time

data-visualization pandas plotly python script

Last synced: 05 Nov 2024

https://github.com/shivabajelan/belly-button-biodiversity-dashboard

Belly Button Biodiversity Dashboard is an open-source interactive dashboard that visualises the Belly Button Biodiversity dataset. Built with JavaScript, D3.js, Plotly.js, HTML, and CSS, the dashboard features include a dropdown menu, horizontal bar chart, bubble chart, demographic information display.

css d3 dashboard data-visualization html javascript plotly visualization

Last synced: 25 Oct 2024

https://github.com/jasoncobra3/whatsapp_chat_analyzer

WhatsApp Chat Analyzer is a powerful tool that provides insightful analytics from your WhatsApp conversations. Whether you're curious about your chatting habits, want to analyze group dynamics, or need to extract meaningful data from your conversations, this tool has got you covered!

data-analysis data-science data-visualization machine-learning streamlit streamlit-webapp whatsapp-chat whatsapp-chat-analyzer

Last synced: 31 Oct 2024

https://github.com/prakharagr2001/whatsappchatanalyzer

WhatsAppChat Analyzer is a Python-powered website leveraging the capabilities of NumPy, Pandas, and Streamlit. It provides comprehensive analysis of WhatsApp conversations, extracting valuable insights and statistics for a user-friendly interpretation of chat data.

chat-analysis data-visualization numpy pandas python streamlit whatsapp-chat

Last synced: 31 Oct 2024

https://github.com/nix7amcm/fcc-data-viz-cert-projects

These are my projects for the freeCodeCamp Data Visualization certification.

d3 d3-visualization d3js data-visualization data-viz freecodecamp freecodecamp-project html-css-javascript

Last synced: 25 Oct 2024

https://github.com/mchenryspagg/sql-portfolio-project

A portfolio project involving a detailed analysis of 37,997 high school/college student records to showcase key insights through the aid of effective visualizations aimed at evaluating the factors affecting student's academic performance in high school and colleges in the US..

data-analysis data-visualization database dataset datasets joins spreadsheet sql sqlite visualization

Last synced: 08 Nov 2024

https://github.com/m-dadej/excess_deaths_poland

Estimation of excess deaths during COVID-19 pandemic in Poland

covid-19 data-science data-visualization rstats time-series

Last synced: 11 Nov 2024

https://github.com/bkataru/math-ia

Data and analysis for IB Math IA

data-analysis data-science data-visualization matplotlib modeling plotting regression-analysis regression-models

Last synced: 05 Nov 2024

https://github.com/bkataru/chem-ia

Data and analysis code for IB Chemistry IA

data-analysis data-science data-visualization matplotlib modeling plotting regression-analysis regression-models

Last synced: 05 Nov 2024

https://github.com/bkataru/physics-e.e

Project Repository for IB physics extended essay

astrometry astronomical-algorithms astronomical-images astronomy astrophotography astrostatistics data-analysis data-science data-visualization modeling physics polynomial-regression regression-analysis

Last synced: 05 Nov 2024

https://github.com/madhursinghbhadoriya/data_analysis_sales_insights_using_tableau

• Performed Data Cleaning using MySQL. • Data analysis and ETL in Tableau. • Created an Interactive Dashboard with significant information about the Sales Insights, Profit and Revenue Analysis.

data-analysis data-visualization dataanalysis etl mysql tableau-dashboards tableau-desktop

Last synced: 05 Nov 2024

https://github.com/madhursinghbhadoriya/cutomer_data_analysis1

Customer_Data Analysis - Tableau

chart data-visualization tableau

Last synced: 05 Nov 2024

https://github.com/kuranez/eu-energy-map

Dashboard with interactive map visualizing Eurostat data regarding renewable energy developments in the European Union.

data-visualization energy-data european-union geopandas pandas plotly python

Last synced: 05 Nov 2024

https://github.com/dibsthegreat/linear-regression

In this folder I am experimenting with Linear Regression by doing many case studies on practice datasets.

data-analytics data-science data-visualization jyputer-notebook linear-regression python3

Last synced: 24 Oct 2024

https://github.com/codebyaadi/whatsapp-chat-analyzer

WhatsApp Chat Analyzer is a web app built with Streamlit and Python to analyze your WhatsApp conversations. Upload your chat data and gain valuable insights on message frequency, active participants, and more. Visualize your conversations with word clouds and charts. Explore and understand your chats effortlessly.

data-analysis data-science data-visualization numpy pandas pycharm-ide python python3

Last synced: 31 Oct 2024

https://github.com/codeslash21/communicate_data_findings

Analyze and visualize Bay Wheel system data which contains 2.5M individual trips data. And communicate the data findings from the dataset in the form notebook slide.

bay-wheel data-analysis data-visualization explanatory-data-visualization exploratory-data-analysis

Last synced: 05 Nov 2024

https://github.com/docuvesta/la-prairie-luxury-skincare-makeup-analysis

Web scraping La Prairie skincare websites for brand and product insights 🛍️

cosmetics data-analysis data-analytics data-visualization jupyter-notebook luxury python science skincare

Last synced: 09 Nov 2024

https://github.com/sayamalt/credit-card-approval-prediction

Successfully developed a machine learning model which can accurately predict up to 100% accuracy whether a credit card application of a given applicant would be approved or not, based on several demographic features such as applicant age, total income, marital status, total years of work experience, etc.

binary-classification cicd-deployment cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-retraining model-selection model-testing model-training-and-evaluation

Last synced: 07 Nov 2024

https://github.com/sayamalt/taxi-trip-fare-prediction

Successfully created a machine learning model which can accurately predict the fare of a taxi trip based on several features such as trip duration, tip amount, etc.

cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-selection model-training-and-evaluation regression-modelling

Last synced: 07 Nov 2024

https://github.com/sayamalt/company-bankruptcy-prediction

Successfully developed a machine learning model which can accurately predict whether a firm will become bankrupt or not, depending on various features such as net value growth rate, borrowing dependency, cash/total assets, etc.

binary-classification cicd-deployment cross-validation data-exploration-and-preprocessing data-visualization docker-container exploratory-data-analysis feature-engineering github-actions hyperparameter-optimization machine-learning model-deployment model-training-and-evaluation

Last synced: 07 Nov 2024

https://github.com/sayamalt/employee-attrition-prediction

Successfully established a machine learning model which can accurately predict whether an employee of a given company will leave it in the impending future or not, based on several employee details and employment metrics.

binary-classification continuous-deployment continuous-integration cross-validation data-exploration-and-preprocessing data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-training-and-evaluation

Last synced: 07 Nov 2024

https://github.com/sayamalt/life-expectancy-prediction

Successfully established a machine learning model which can accurately predict the expected life duration of a human being based on several demographic features such as alcohol consumption per capita, average BMI of entire population, etc.

cross-validation data-cleaning-and-preprocessing data-visualization docker end-to-end-pipeline exploratory-data-analysis feature-engineering github-actions-workflow hyperparameter-tuning machine-learning model-deployment model-training-and-evaluation

Last synced: 07 Nov 2024

https://github.com/sayamalt/concrete-strength-prediction

Successfully developed a machine learning model which can accurately predict the strength of cement based on various features such as blast furnace slag, water, coarse aggregate, etc.

cross-validation data-visualization exploratory-data-analysis feature-engineering hyperparameter-optimization machine-learning model-deployment model-training-and-evaluation regression-models

Last synced: 07 Nov 2024

https://github.com/sayamalt/superstore-sales-prediction

Successfully established a machine learning model that can accurately predict the sales of a superstore based on various features such as quantity, profit, discount, postal code, etc. The features are mainly associated with order details and customer demographics.

azure-machine-learning azure-web-app-service cicd-deployment cross-validation data-cleaning-and-preprocessing data-visualization exploratory-data-analysis feature-engineering github-actions-ci-cd hyperparameter-tuning machine-learning model-deployment model-retraining model-testing model-training-and-evaluation regression-models

Last synced: 07 Nov 2024

https://github.com/sayamalt/flight-price-prediction

Successfully established a machine learning model to accurately predict the price of a flight in India based on several features such as duration, days left, arrival time, departure time and so on.

data-visualization exploratory-data-analysis feature-engineering hyperparameter-tuning machine-learning model-deployment model-training-and-evaluation regression-models

Last synced: 07 Nov 2024

https://github.com/docuvesta/la-mer-skincare-chicago-duty-free-analysis

Comparing La Mer product selection, availability and pricing from 3 different purchase locations ✈️

analytics cremedelamer data-analysis data-analytics data-science data-visualization lamer luxury plotly python seaborn skincare

Last synced: 09 Nov 2024

https://github.com/sayamalt/twitter-sentiment-analysis

Successfully established a machine learning model which can accurately classify the sentiment of any particular tweet into either positive, negative or neutral category.

data-visualization exploratory-data-analysis nlp sentiment-analysis supervised-learning text-processing

Last synced: 07 Nov 2024

https://github.com/goyalyatin/data-analytics-science-learning

Practice Jupyter notebooks

data-analytics data-science data-visualization machine-learning practice-jupyter-notebooks python

Last synced: 09 Nov 2024

https://github.com/sayamalt/titanic-survival-prediction

Successfully developed a Logistic Regression model for predicting the survival of a passenger aboard the Titanic ship based on his/her various features such as gender, age, passenger class, no. of siblings, embarkation location, etc.

data-cleaning data-preprocessing data-visualization exploratory-data-analysis logistic-regression machine-learning sklearn

Last synced: 07 Nov 2024

https://github.com/codeslash21/data_analyst_nanodegree

Notes and projects on Data Analyst Nanodegree.

data-analysis data-analyst-nanodegree data-cleaning data-visualization data-wrangling numpy pandas python3

Last synced: 05 Nov 2024

https://github.com/sayamalt/quora-duplicate-question-pairs-identification

Successfully developed a machine learning model which can accurately detect whether any given pair of Quora questions are duplicate or not.

data-visualization machine-learning natural-language-processing nltk paraphrase-detection text-preprocessing

Last synced: 07 Nov 2024

https://github.com/sayamalt/house-price-prediction

Successfully created a regression model for predicting the price of any house, excluding enormous real estates and mansions, to a significant level of accuracy.

data-visualization exploratory-data-analysis feature-engineering feature-selection machine-learning regression-analysis regression-testing

Last synced: 07 Nov 2024

https://github.com/sayamalt/fraudulent-transactions-prediction

Successfully trained a machine learning model which can predict whether a given transaction is fraud or not.

data-visualization exploratory-data-analysis imblearn machine-learning model-based-testing model-building predictive-analytics sklearn

Last synced: 07 Nov 2024

https://github.com/bpazy/my_running_page

Make your own running home page

codoon data-visualization garmin gpx keep nike strava

Last synced: 09 Nov 2024

https://github.com/shridhar1504/loan-clustering-datascience-project

This project uses Machine Learning to Cluster loan together based on their similarities. The project uses a dataset of loan application which includes information about the Loan amount and Balance. The project then use the clustering algorithm to group the loan together based on the similarities.

clustering-algorithm data-analysis data-science data-visualization datanalysis eda kmeans-clustering machine-learning python sql sql-server unsupervised-learning

Last synced: 05 Nov 2024

https://github.com/sayamalt/customer-churn-prediction

Successfully established a machine learning model which can predict whether any given customer currently utilizing the products and services offered by a company will churn at anytime in the future or not, depending upon a set of unique features/characteristics pertaining to that specific individual, to a great level of accuracy.

classification data-visualization exploratory-data-analysis feature-engineering hyperparameter-tuning model-deployment model-evaluation model-optimization model-training supervised-machine-learning