Your First Data Science Class as a Beginner Data Science Lover - A Practical Course
This class is designed as a begineer Data Science Course for programmers and newbies who would like to delve into Data Science.
👉 Your First Data Science Class - Introduction to Data Acquisition and Analysis - • Your First Data Science Class as a Be...
👉 Your Second Data Science Class - Data Visualization - • Your Second Data Science Class - Intr...
The following are Covered in this class:
00:05 - Introduction to Basic Data Science
02:20 - Setup Anaconda
07:20 - Obtain Free Dataset from sklearn
08:15 - View and understand the Iris Dataset
09:15 - Slicing Your Data
13:00 - Create a Dictionary Using the Dataset
17:34 - Convert to Pandas Dataframe
22:00 - Replace Numerical Values with Target Names
28:18 - Write data to csv
29:40 - Check dimension of the dataset
29:59 - View data types
30:32 - View summary of dataset
31:50 - Check class distribution of data using group_by
33:32 - Check Correlation between features
36:33 - Check skewness of dataset
39:33 - Final Thoughts and Next Steps
A step by step tutorial for this class with all the codes and procedures can be found here - https://www.kindsonthegenius.com/data...
Data Science in 40 Days - • Introduction to Data Science for Abso...
The Data Science Channel - / kindsonthegenius
Some Nuggets you may play with:
👉 Simplified Machine Learning Tutorial for Dummies - With a Step by Step Practical - • Simplified Machine Learning Tutorial ...
👉 Polynomial, Linear, Logistic or Multiple Regression - Step by Step and How to Determine - • Polynomial, Linear, Logistic or Multi...
Download Anaconda from here - https://docs.anaconda.com/anaconda/in...
Data Science and Machine Learning Tutorials here
👉 Practical Data Science from Kindson - https://www.kindsonthegenius.com/cate...
👉 Data Science Tutorials from Datarmatics - https://www.datarmatics.com/data-scie...
👉 Data Science and Machine Learning Tutorial With Python and R - https://www.kindsonthegenius.com/data...
Basics of Decision Theory - https://kindsonthegenius.com/blog/bas...
Video - • Question 2 - Explain Decision Theory ...
Machine Learning 101 - • Lecture 1 - Introduction to Machine L...
ML 101 Step by Step - https://www.kindsonthegenius.com/mach...
My websites
http://www.kindsonthegenius.com
http://www.munonye.com
http://www.datarmatics.com
Learn Programming by joining International Computer Programmers here:
👉 / internationalcomputerprogrammers
Feel free to connect with me
❤️ Facebook: / kindsonm
❤️ Instagram: / kindsonthegius
❤️ LinkedIn: / kindson
❤️ Twitter: / kindsonm
❤️ Pinerest: / kindsonm
❤️ Tumblr: https://www.tumblr.com/blog/kindsonth...
This is Primer 1 of Your First Data Science class. In Primer 2, we would be working with Data Virtualization.
