Complete Statistics For Data Science In 6 hours By Krish Naik - 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-Grand-Complete-Data-Science-Materials/tree/main 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: https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&pp=iAQB ►Learn In One Tutorials Statistics in 6 hours: https://www.youtube.com/watch?v=LZzq1zSL1bs&t=9522s&pp=ygUVa3Jpc2ggbmFpayBzdGF0aXN0aWNz Machine Learning In 6 Hours: https://www.youtube.com/watch?v=JxgmHe2NyeY&t=4733s&pp=ygUba3Jpc2ggbmFpayBtYWNoaW5lIGxlYXJuaW5n Deep Learning 5 hours : https://www.youtube.com/watch?v=d2kxUVwWWwU&t=1210s&pp=ygUYa3Jpc2ggbmFpayBkZWVwIGxlYXJuaW5n ►Learn In a Week Playlist Statistics:https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay Machine Learning : https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz Deep Learning:https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns NLP : https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn ►Detailed Playlist: Stats For Data Science In Hindi : https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ&pp=gAQB Machine Learning In English : https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe Machine Learning In Hindi : https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ&pp=gAQB Complete Deep Learning: https://www.youtube.com/watch?v=YFNKnUhm_-s&list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi