Normal Distribution and Z Score | Math, Statistics for data science, machine learning
Normal Distribution and Z Score: What is normal distribution or gaussian distribution? These two are terms for the same concept. We will understand normal distribution and Z score in this tutorial. We will also look at use of normal distribution in the field of data science.
Check our Math and Statistics course for Data Science here : https://codebasics.io/courses/math-and-statistics-for-data-science
Code: https://github.com/codebasics/math-for-machine-learning/blob/main/3_normal_distribution/normal_distribution.ipynb
Exercise: https://github.com/codebasics/math-for-machine-learning/blob/main/3_normal_distribution/Exercise/exercise.md
Math/Stats for Data science, ML playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuKaU2nBDwr6zrSOTzNCs0l
Math/Stats for Data science, ML playlist Hindi:https://www.youtube.com/playlist?list=PLPbgcxheSpE3Aba8g3hVxl0gcocgQpLoA
⭐️ Topics ⭐️
00:00 Introduction
00:20 What is normal distribution
04:01 Outlier removal using std deviation
08:22 Code: Std Deviation
13:09 What is Z Score?
15:10 Code: Z Score
18:19 Exercise
Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.
🌎 Website: https://codebasics.io/
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🔗 Discord: https://discord.gg/r42Kbuk
📸 Instagram: https://www.instagram.com/codebasicshub/
🔊 Facebook: https://www.facebook.com/codebasicshub
📱 Twitter: https://twitter.com/codebasicshub
📝 Linkedin (Personal): https://www.linkedin.com/in/dhavalsays/
📝 Linkedin (Codebasics): https://www.linkedin.com/company/codebasics/
❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.