Data Science Class 4 - Data Cleaning and Preprocessing - Part 2

This is the fourth in the series of classes designed as a begineer Data Science Course for programmers and newbies who would like to delve into Data Science. In this class we cover additional method of Data Cleaning and Preprocessing Tutorial Page here - https://www.kindsonthegenius.com/data-science/class-4-introduction-to-data-preprocessing-and-data-cleaning-part-2/ 👉 Data Science Class 1- Introduction to Data Acquisition and Analysis - https://youtu.be/mdC08NQa5uc 👉 Data Science Class 2 - Data Visualization - https://youtu.be/p_NnYRcPeRU 👉 Data Science Class 3 - Data Preprocessing - https://youtu.be/ylhwP6wFEag 👉 Data Science Class 4 - Data Cleaning Part 2 - https://youtu.be/pQXHb0YrvaY The following are Covered in this class: 00:05 - Numerical and Categorical Values Conversion 00:04 - Data Binarization or Thresholding 06:35 - Data Standardization 06:58 - Data Labelling and Encoding 18:50 - Data Splitting – Feature and Class 13:56 - Data Spliting - Train & Test A step by step tutorial for this class with all the codes and procedures can be found here - https://www.kindsonthegenius.com/data-science/practical-data-science-class-for-data-science-beginners/ Data Science in 40 Days - https://youtu.be/ZbkYF3W4-pc The Data Science Channel - https://www.youtube.com/c/KindsonTheGenius Some Nuggets you may play with: 👉 Simplified Machine Learning Tutorial for Dummies - With a Step by Step Practical - https://youtu.be/XpNlqvtoNj4 👉 Polynomial, Linear, Logistic or Multiple Regression - Step by Step and How to Determine - https://youtu.be/dMI26GD7pks Data Science and Machine Learning Tutorials here 👉 Practical Data Science from Kindson - https://www.kindsonthegenius.com/category/data-science/ 👉 Data Science Tutorials from Datarmatics - https://www.datarmatics.com/data-science/ 👉 Data Science and Machine Learning Tutorial With Python and R - https://www.kindsonthegenius.com/data-science/ Basics of Decision Theory - https://kindsonthegenius.com/blog/basics-of-decision-theory-how-medical-diagnosis-apps-work-2/ Video - https://youtu.be/uc-JIvf8PlE Machine Learning 101 - https://youtu.be/QS6cOyxf1Fs ML 101 Step by Step - https://www.kindsonthegenius.com/machine-learning-introduction-to-machine-learning-course/ My websites http://www.kindsonthegenius.com http://www.munonye.com http://www.datarmatics.com Learn Programming by joining International Computer Programmers here: 👉 https://www.facebook.com/groups/internationalcomputerprogrammers Feel free to connect with me ❤️ Facebook: https://www.facebook.com/kindsonm/ ❤️ Instagram: https://www.instagram.com/kindsonthegius ❤️ LinkedIn: https://www.linkedin.com/in/kindson/ ❤️ Twitter: https://twitter.com/KindsonM ❤️ Pinerest: https://www.pinterest.com/kindsonm/ ❤️ Tumblr: https://www.tumblr.com/blog/kindsonthegenius This class covers Data Preprocessing and Data Cleaning