Essential Statistics for Data Science and Machine Learning

The most in demand skills in the world right now are in Data Science & Machine Learning! In this one video I will teach you a key part of Machine Learning and Data Science which is Statistics. I took everything in a standard 500 page text book on Statistics and put it in this one video. I will cover every formula, but also will solve real world problems with each formula. Here is my Probability Tutorial : https://youtu.be/sEte4hXEgJ8 After this video I will continue with the Math of Machine Learning by covering Linear Algebra, Calculus, and the Python Data Science / Machine Learning Frameworks. If you want to see those videos CLICK THE NOTIFICATION BELL. Transcript of the Video : https://bit.ly/LearnStatistics Best Statistics Book : https://amzn.to/3jLxyjl MY UDEMY COURSES ARE 87.5% OFF TIL March 26th ($9.99) ONE IS FREE ➡️ Python Data Science Series for $9.99 : Highest Rated & Largest Python Udemy Course + 56 Hrs + 200 Videos + Data Science https://bit.ly/Master_Python_50 ➡️ C++ Programming Bootcamp Series for $9.99 : Over 23 Hrs + 53 Videos + Quizzes + Graded Assignments + New Videos Every Month https://bit.ly/C_Course_50 ➡️ FREE 15 hour Golang Course!!! : https://bit.ly/go-tutorial9 (100 Available) #LearnWithMe #Statistics #DataScience #MachineLearning Here is a Table of Contents that will allow you to jump around in the video and learn what ever you are interested in. TABLE OF CONTENTS 00:00 Intro 00:25 Basics 01:25 Categorical Data 01:59 Numerical Data 02:10 Continuous Data 02:25 Qualitative Data 02:56 Quantitative Data 03:11 Cross Table 03:36 Pie Charts 03:52 Bar Charts 03:59 Pareto Charts 04:16 Frequency Distribution Table 04:32 Histograms 04:54 Mean 05:44 Median 06:03 Mode 06:26 Variance 07:24 Standard Deviation 08:02 Coefficient of Variation 09:01 Covariance 10:23 Correlation Coefficient 11:12 Maximize Profit 13:45 Probability Distribution 14:26 Relative Frequency Histogram 14:38 Normal Distribution 15:21 Standard Normal Distribution 16:32 Central Limit Theorem 16:55 Standard Error 17:14 Z Score 17:50 Z Table 18:35 Confidence Interval 19:22 Alpha 20:05 Margin of Error 20:13 Confidence Interval Example 20:57 Critical Probability 21:49 Student's T Distribution 22:43 Degrees of Freedom 22:50 T Distribution Example 23:33 T Table 24:30 Dependent Samples 25:29 Independent Samples 26:26 Hypothesis 27:02 Null Hypothesis 27:20 Alternative Hypothesis 27:37 Significance Level 29:06 1 Sided Tests 29:35 Type 1 Errors 29:57 Type 2 Errors 30:32 Hypothesis Error Example 31:23 Means Testing 33:33 P Value 34:25 Regression 36:24 Regression Example 37:53 Correlation Coefficient 39:11 Coefficient of Determination 41:14 Root Mean Squared Deviation 41:46 Residual 43:27 Chi Square Tests 47:03 Chi Square Table Like the channel? Consider becoming a Patreon and get access to exclusive videos! All Patreons who contribute $1 or more get a FREE coupon code to my Python Programming Bootcamp Series!!! Check it out here: https://www.patreon.com/derekbanas GET FREE STUFF AND SUPPORT MY TUTORIALS 1. Get a Free Stock : https://share.robinhood.com/derekb1560 2. Get 2 Free Audiobooks : https://amzn.to/2Y5FV2p THANK YOU TO MY PATREON SUPPORTERS LIKE : https://shapeganic.com/app/store (Calorie Counter & Weight Tracking App) ckcoder.com vsolutions.be instagram.com/lumarycodes/ github.com/metabake greedygammon.com twitter.com/mrjak318