
Complete Statistics For Data Science In 6 hours By Krish Naik
Statistics is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, industrial, or social problem, it is conventional to begin with a statistical population or a statistical model to be studied #statistics #statsfordatascience #krishnaik All the materials are available in the below https://github.com/krishnaik06/The-Gr... Timestamp 0:00:00 Introduction 0:00:35 Descriptive Statistics 0:02:45 Inferential Stats 0:04:31 What is Statistics 0:06:54 Types of Statistics 0:11:22 Population And Sample 0:14:33 Sampling Teechniques 0:24:33 What are Variables? 0:30:54 Variable Measurement Scales 0:42:55 Mean, Median, Mode 0:57:10 Measure of dispersion with Variance And SD 1:08:05 Percentiles and Quartiles 1:15:35 Five number summary and boxplot 1:29:12 Gaussian And Normal Distribution 1:56:40 Stats Interview Question 1 2:17:10 Finding Outliers In Python 2:32:00 Probability, Additive Rule, Multiplicative Rule 2:51:26 Permutation And combination 2:56:22 p value 2:59:19 Hypothesis testing, confidence interval, significance values 3:12:22 Type 1 and Type 2 error 3:25:55 Confidence Interval 3:46:45 One sample z test 3:59:11 one sample t test 4:06:32 Chi square test 4:21:45 Inferential stats with python 4:24:37 Covariance, Pearson correlation, spearman rank correlation 4:54:59 Deriving P values and significance value 5:13:41 Other types of distribution ----------------------------------------------------------------------------------------------------- ►Data Science Projects: • Now you Can Crack Any ML Interviews- ... ►Learn In One Tutorials Statistics in 6 hours: • Complete Statistics For Data Science ... Machine Learning In 6 Hours: • Complete Machine Learning In 6 Hours|... Deep Learning 5 hours : • Deep Learning Indepth Tutorials In 5 ... ►Learn In a Week Playlist Statistics: • Live Day 1- Introduction To statistic... Machine Learning : • Announcing 7 Days Live Sessions On Ma... Deep Learning: • 5 Days Live Deep Learning Community S... NLP : • Announcing NLP Live community Sessions ►Detailed Playlist: Stats For Data Science In Hindi : • Starter Roadmap For Learning Statisti... Machine Learning In English : • Complete Road Map To Be Expert In Pyt... Machine Learning In Hindi : • Introduction To Machine Learning Algo... Complete Deep Learning: • Why Deep Learning Is Becoming So Popu...