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R Dev #18

Open fxx40a3 opened 1 month ago

fxx40a3 commented 1 month ago

Link https://www.dataquest.io/blog/r-projects-for-beginners-with-source-code/

Beginner R Projects

  1. Investigating COVID-19 Virus Trends
  2. Creating An Efficient Data Analysis Workflow
  3. Creating An Efficient Data Analysis Workflow, Part 2
  4. Analyzing Forest Fire Data
  5. NYC Schools Perceptions
  6. Analyzing Movie Ratings

    Intermediate R Projects

  7. New York Solar Resource Data
  8. Investigating Fandango Movie Ratings
  9. Finding the Best Markets to Advertise In
  10. Mobile App for Lottery Addiction
  11. Building a Spam Filter with Naive Bayes
  12. Winning Jeopardy

    Advanced R Projects

  13. Predicting Condominium Sale Prices
  14. Predicting Car Prices
  15. Creating a Project Portfolio

Link https://medium.com/@waldeanisha/top-10-python-r-projects-to-supercharge-your-data-analytics-portfolio-in-2024-dda1570131c6

  1. Sentiment Analysis
  2. Time Series Forecasting
  3. Web Scraping and Data Cleaning
  4. Recommendation Systems
  5. Natural Language Processing (NLP)
  6. Image Classification
  7. Anomaly Detection
  8. Customer Segmentation
  9. Interactive Data Visualization
  10. Machine Learning with Real-world Data

Link https://www.datacamp.com/blog/r-project-ideas

  1. Exploring Spotify Data
    Code https://www.kaggle.com/datasets/leonardopena/top-spotify-songs-from-20102019-by-year/code
    Code https://www.kaggle.com/code/victorzhang412/data-mining-spotify-trend-analysis/notebook
    Datasets https://www.kaggle.com/code/victorzhang412/data-mining-spotify-trend-analysis/input?select=data.csv
    Datasets https://www.kaggle.com/code/victorzhang412/data-mining-spotify-trend-analysis/input?select=top50contry.csv
    Datasets https://www.kaggle.com/code/victorzhang412/data-mining-spotify-trend-analysis/input?select=top10s.csv
    Code https://www.kaggle.com/code/victorzhang412/data-mining-spotify-trend-analysis
    Code https://www.kaggle.com/code/jananiteklur/spotify-data-analysis-2010-2019

  2. Analyzing NBA Shooting Statistics

  3. Analyzing World Population Data

  4. Predicting Telecom Customer Churn

  5. Detecting Credit Card Fraud

  6. Predicting Bike Sharing Demand

  7. Clustering E-Commerce Data

  8. Identifying SMS Spam

Link https://www.projectpro.io/projects/data-science-projects/data-science-projects-in-r

  1. Build Portfolio Optimization Machine Learning Models in R
  2. Walmart Sales Forecasting Data Science Project
  3. Predict Churn for a Telecom company using Logistic Regression
  4. Census Income Data Set Project-Predict Adult Census Income
  5. Inventory Demand Forecasting using Machine Learning in R
  6. Identifying Product Bundles from Sales Data Using R Language
  7. Data Science Project-TalkingData AdTracking Fraud Detection
  8. German Credit Dataset Analysis to Classify Loan Applications
  9. Churn Prediction in Telecom using Machine Learning in R
  10. Data Science Project on Wine Quality Prediction in R
  11. Time Series Analysis Project in R on Stock Market forecasting
  12. Data Science Project - Instacart Market Basket Analysis
  13. Credit Card Anomaly Detection using Autoencoders
  14. Predict Macro Economic Trends using Kaggle Financial Dataset

Studying R Programming Language and Statistical Matters
https://courses.nextgenu.org/
https://courses.nextgenu.org/course/view.php?id=443&_gl=1*b8jnap*_gcl_au*NzMwNTYyMjQ1LjE3MTIzMzUxMjI.*_ga*Mzk3ODE2NTQ0LjE3MDM3NTEyNTM.*_ga_QSYGQ3QS7W*MTcxODcyMzY0Ny4xMDEuMS4xNzE4NzIzNjY4LjAuMC4w*_ga_SJBQFJNFY2*MTcxODcyMzY0Ny4xMDEuMS4xNzE4NzIzNjY4LjAuMC4w*_ga_358M446ME0*MTcxODcyMzY0Ny4yNC4xLjE3MTg3MjM2NjguMC4wLjA.&gad_source=1&gclid=Cj0KCQjwhb60BhClARIsABGGtw-Rbytch0R2hYCGmIOp69X9YfC4B0DnA4sHgE_O-kOciVU9BDiYx7MaAlzvEALw_wcB 

    https://drive.google.com/file/d/1rGz2PwyMwP-yJH_2bkfr41B2g14OTgSc/view  
    https://drive.google.com/file/d/1wUIRBYuVAv_FNgm8Y0ASh8Amx32kPSV_/view