Exploratory Data Analysis in R: Towards Data Understanding
65 هزار بار بازدید -
5 سال پیش
-
In this video, I provide
In this video, I provide a quick overview on how you can gain data understanding by performing exploratory data analysis.
🌟 Buy me a coffee: https://www.buymeacoffee.com/dataprof...
⭕ Timeline
0:19 Kicking off the first R Data Science Project "Exploratory Data Analysis"
0:52 Growing your Data science portfolio
1:18 Fire up RStudio.cloud or RStudio
2:32 Perform "Exploratory Data Analysis" in order to gain "Data Understanding"
2:57 Load the Iris dataset (Several ways shown)
3:37 Load Iris Method 2: Download using getURL()
6:33 Playing around with iris dataframe
7:52 Summary statistics
9:27 Look at summary statistics using summary()
10:29 Summation of missing data
11:39 Codes shared at https://github.com/dataprofessor/code...
11:52 skimr library provides a more in-depth summary statistics of dataset
⭕ Playlist:
Check out our other videos in the following playlists.
✅ Data Science 101: https://bit.ly/dataprofessor-ds101
✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-p...
✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship
✅ Bioinformatics: http://bit.ly/dataprofessor-bioinform...
✅ Data Science Toolbox: https://bit.ly/dataprofessor-datascie...
✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit
✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny
✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-c...
✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas
✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds
✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds
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✅ Check out Kite: https://www.kite.com/get-kite/?utm_me...
⭕ Recommended Books:
✅ Hands-On Machine Learning with Scikit-Learn : https://amzn.to/3hTKuTt
✅ Data Science from Scratch : https://amzn.to/3fO0JiZ
✅ Python Data Science Handbook : https://amzn.to/37Tvf8n
✅ R for Data Science : https://amzn.to/2YCPcgW
✅ Artificial Intelligence: The Insights You Need from Harvard Business Review: https://amzn.to/33jTdcv
✅ AI Superpowers: China, Silicon Valley, and the New World Order: https://amzn.to/3nghGrd
⭕ Stock photos, graphics and videos used on this channel:
✅ https://1.envato.market/c/2346717/628...
⭕ Follow us:
✅ Medium: http://bit.ly/chanin-medium
✅ FaceBook: Facebook: dataprofessor
✅ Website: http://dataprofessor.org/ (Under construction)
✅ Twitter: Twitter: thedataprof
✅ Instagram: Instagram: data.professor
✅ LinkedIn: LinkedIn: chanin-nantasenamat
✅ GitHub 1: https://github.com/dataprofessor/
✅ GitHub 2: https://github.com/chaninlab/
⭕ Disclaimer:
Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents.
#dataprofessor #rdatascience #datascienceproject #r #rtutorial #rworkshop #learnr #rprogramming #learnrprogramming #rcode #rstudio #rstudiocloud #datascience #datamining #bigdata #machinelearning #datascienceworkshop #dataminingworkshop #dataminingtutorial #datasciencetutorial #ai #artificialintelligence
🌟 Buy me a coffee: https://www.buymeacoffee.com/dataprof...
⭕ Timeline
0:19 Kicking off the first R Data Science Project "Exploratory Data Analysis"
0:52 Growing your Data science portfolio
1:18 Fire up RStudio.cloud or RStudio
2:32 Perform "Exploratory Data Analysis" in order to gain "Data Understanding"
2:57 Load the Iris dataset (Several ways shown)
3:37 Load Iris Method 2: Download using getURL()
6:33 Playing around with iris dataframe
7:52 Summary statistics
9:27 Look at summary statistics using summary()
10:29 Summation of missing data
11:39 Codes shared at https://github.com/dataprofessor/code...
11:52 skimr library provides a more in-depth summary statistics of dataset
⭕ Playlist:
Check out our other videos in the following playlists.
✅ Data Science 101: https://bit.ly/dataprofessor-ds101
✅ Data Science YouTuber Podcast: https://bit.ly/datascience-youtuber-p...
✅ Data Science Virtual Internship: https://bit.ly/dataprofessor-internship
✅ Bioinformatics: http://bit.ly/dataprofessor-bioinform...
✅ Data Science Toolbox: https://bit.ly/dataprofessor-datascie...
✅ Streamlit (Web App in Python): https://bit.ly/dataprofessor-streamlit
✅ Shiny (Web App in R): https://bit.ly/dataprofessor-shiny
✅ Google Colab Tips and Tricks: https://bit.ly/dataprofessor-google-c...
✅ Pandas Tips and Tricks: https://bit.ly/dataprofessor-pandas
✅ Python Data Science Project: https://bit.ly/dataprofessor-python-ds
✅ R Data Science Project: https://bit.ly/dataprofessor-r-ds
⭕ Subscribe:
If you're new here, it would mean the world to me if you would consider subscribing to this channel.
✅ Subscribe: https://www.youtube.com/dataprofessor...
⭕ Recommended Tools:
Kite is a FREE AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite and I love it!
✅ Check out Kite: https://www.kite.com/get-kite/?utm_me...
⭕ Recommended Books:
✅ Hands-On Machine Learning with Scikit-Learn : https://amzn.to/3hTKuTt
✅ Data Science from Scratch : https://amzn.to/3fO0JiZ
✅ Python Data Science Handbook : https://amzn.to/37Tvf8n
✅ R for Data Science : https://amzn.to/2YCPcgW
✅ Artificial Intelligence: The Insights You Need from Harvard Business Review: https://amzn.to/33jTdcv
✅ AI Superpowers: China, Silicon Valley, and the New World Order: https://amzn.to/3nghGrd
⭕ Stock photos, graphics and videos used on this channel:
✅ https://1.envato.market/c/2346717/628...
⭕ Follow us:
✅ Medium: http://bit.ly/chanin-medium
✅ FaceBook: Facebook: dataprofessor
✅ Website: http://dataprofessor.org/ (Under construction)
✅ Twitter: Twitter: thedataprof
✅ Instagram: Instagram: data.professor
✅ LinkedIn: LinkedIn: chanin-nantasenamat
✅ GitHub 1: https://github.com/dataprofessor/
✅ GitHub 2: https://github.com/chaninlab/
⭕ Disclaimer:
Recommended books and tools are affiliate links that gives me a portion of sales at no cost to you, which will contribute to the improvement of this channel's contents.
#dataprofessor #rdatascience #datascienceproject #r #rtutorial #rworkshop #learnr #rprogramming #learnrprogramming #rcode #rstudio #rstudiocloud #datascience #datamining #bigdata #machinelearning #datascienceworkshop #dataminingworkshop #dataminingtutorial #datasciencetutorial #ai #artificialintelligence
5 سال پیش
در تاریخ 1398/09/22 منتشر شده
است.
65,069
بـار بازدید شده