Statistics for Data Science

STATISTICS FOR DATA SCIENCE EP:01 What is Statistics | data science | Statistics | English tutorial.
STATISTICS FOR DATA SCIENCE EP:02 Mean, Median, Mode | data science | Statistics | English tutorial.
STATISTICS FOR DATA SCIENCE EP:03 Sample And Population | data science | Statistics|English tutorial.
Statistics for Data Science EP:04 Population Variance | data science | Statistics | English tutorial.
Statistics for Data Science EP:05 Sample Variance | data science | Statistics | English tutorial.
Statistics for Data Science EP:06 Standard Deviation | data science | Statistics | English tutorial.
Statistics for Data Science EP:07 Alternate Variance formula | data science | Statistics | English.
Statistics for Data Science EP:08 Random Variable | types | data science | Statistics | English.
Statistics for Data Science EP:09 Probability density function | types | data science | Statistics |.
Statistics for Data Science EP:10 Questions on Probability density function| data science|Statistics.
Statistics for Data Science EP:11 Binomial Distribution Function | data science | Statistics.
Statistics for Data Science EP:12 Normal Distribution and Z-scores | data science | Statistics.
Statistics for Data Science EP:13 Question on Z-scores | data science | Statistics | English videos.
Statistics for Data Science EP:14 Basic plots | stem-leaf plot | Bar plot | leaf plot | Data Science.
Statistics for Data Science EP:15 Histogram | Statistics in english | Data Science |.
Statistics for Data Science EP:16 Boxplot | Statistics in english | Data Science |.
Statistics for Data Science EP:17 Quartiles and Percentiles | Outlier in data | Data Science |.
Statistics for Data Science EP:18 Question on mean and Sample Standard Deviation | Data Science |.
Statistics for Data Science EP:19 Question on Continuous Density Function | Data Science |.
Statistics for Data Science EP:20 Question on Continuous Density Function part 2 | Data Science.
Statistics for Data Science EP:21 Question on percentiles and probability Part 01 | Data Science.
Statistics for Data Science EP:22 Question on percentiles and probability Part 02 | Data Science.
Statistics for Data Science EP:23 Question on percentiles and probability Part 01 | Data Science.
Statistics for Data Science EP:24 Question on percentiles and probability Part 02 | Data Science.
Statistics for Data Science EP:25 Central Limit theorem for sample mean | data science.
Statistics for Data Science EP:26 Question on Central Limit theorem for sample mean | data science.
Statistics for Data Science EP:27 Central Limit theorem for Sums | data science.
Statistics for Data Science EP:28 Question on Central Limit theorem for Sums | data science.
Statistics for Data Science EP:29 Law of large numbers with question for Sums | data science.
Statistics for Data Science EP:30 Question on uniform distribution | Data Science.
Statistics for Data Science EP:31 Question on central limit theorem | Data Science | Statistics.
Statistics for Data Science EP:32 Part -2How to solve question on central limit theorem|Data Science.
Statistics for Data Science EP:33 Confidence Intervals |Data Science | Statistics for data science.
Statistics for Data Science EP:34 Confidence Level |margin of error| question on confidence interval.
Statistics for Data Science EP:35 Procedure for calculating Confidence Interval | inferential stats.
Statistics for Data Science EP:36 | Finding Z for the standard confidence interval|inferential stats.
Statistics for Data Science EP:37 | Calculating the EBM | Constructing the graph |inferential stats.
Statistics for Data Science EP:38 | Question on the confidence interval | |inferential stats.
Statistics for Data Science EP:39 | Changing the confidence level | inferential statistics.
Statistics for Data Science EP:40 | Changing the sample size | inferential statistics | data science.
Statistics for Data Science EP:41 | Working backwards for finding EB and sample mean | data science.
Statistics for Data Science EP:42 | Calculating sample size n | inferential statistics| data science.
Statistics for Data Science EP:43 | Student's-t distribution | inferential statistics| data science.
Statistics for Data Science EP:44|Student's-t distribution(cont)|inferential statistics|data science.
Statistics for Data Science EP:45|question Student's-t distribution | statistics | data science.
Statistics for Data Science EP:46 | confidence interval for population proportion | data science.
Statistics for Data Science EP:47|confidence interval for population proportion (cont.)|data science.
Statistics for Data Science EP:48 | Question on confidence interval for population proportion.
Statistics for Data Science EP:49 | Question-02 on confidence interval for population proportion.
Statistics for Data Science EP:50 | Finding sample size n | data science | inferential statistics.
Statistics for Data Science EP:51 | Summary of confidence interval inferential statistics.
Statistics for Data Science EP:52 | hypothesis testing | data science | statistics.
Statistics for Data Science EP:53 | null hypothesis and alternate hypothesis | data science.
Statistics for Data Science EP:54 | example and comparison on null and alternate hypothesis.
Statistics for Data Science EP:55 | Outcomes Type I and Type II errors | data science | statistics.
Statistics for Data Science EP:56 | Examples of Type I and Type II errors | data science |statistics.
Statistics for Data Science EP:57 | Distribution needed for hypothesis testing | data science.
Statistics for Data Science EP:57 | Distribution needed for hypothesis testing and Assumptions |.
Statistics for Data Science EP:59 | Assumptions in hypothesis testing | statistics for data science.
Statistics for Data Science EP:60 | Rare events in hypothesis testing | statistics for data science.
Statistics for Data Science EP:61 | Decision and conclusion | statistics for data science.
Statistics for Data Science EP:62 | Summary of formulas | statistics for data science.
Statistics for Data Science EP:63 | Comparing two independent population mean | statistics.
Statistics for Data Science EP:64 | test score and degrees of freedom | statistics.
Statistics for Data Science EP:66 |Comparing two independent population means | statistics.
Statistics for Data Science EP:67 | Question on independent groups and population known | statistics.
Statistics for Data Science EP:68 | Question on comparing two independent population mean|statistics.
Statistics for Data Science EP:69 | Question on comparing two independent population mean (cont.).
Statistics for Data Science EP:70 | Matched or paired samples | statistics | data science mathmatics.
Statistics for Data Science EP:72 | Question on Matched or paired samples | statistics |data science.
Statistics for Data Science EP:73 | Recap of sampling and it's techniques | statistics |data science.
Statistics for Data Science EP:74 | Important keyterms to remember | statistics |data science.
Statistics for Data Science EP:75 | Recap of levels of measurement | statistics |data science.
Statistics for Data Science EP:76 | Variation in data | statistics |data science.
Statistics for Data Science EP:77 | Question on independent groups | statistics |data science.
Statistics for Data Science EP:78 | Quick recap of types of data | statistics |data science.
Statistics for Data Science EP:79 | Question on different samples | statistics |data science.
Statistics for Data Science EP:80 | Example on null Hypothesis | statistics |data science.
Statistics for Data Science EP:81 | Chi Square test and notation | statistics |data science.
Statistics for Data Science EP:82 | Features in chi square test | statistics |data science.
Statistics for Data Science EP:83 | Goodness of fit test | statistics |data science.
Statistics for Data Science EP:84 | Goodness of fit test part b | statistics |data science.
Statistics for Data Science EP:85 | Test of Independence | statistics |data science.
Statistics for Data Science EP:86 | Chi-square test | statistics |data science.
Statistics for Data Science EP:87 | Independence and homogenity | statistics |data science.
Statistics for Data Science EP:88 | Test of a single variance | statistics |data science.
Statistics for Data Science EP:89 | Summary of Chi square test | statistics |data science.
Statistics for Data Science EP:90 | Summary of principle of homogenity | statistics |data science.
Statistics for Data Science EP:91 | Linear regression and correlation | statistics |data science.
Statistics for Data Science EP:92 | F distribution and one way anova | statistics |data science.
Statistics for Data Science EP:93 | assumptions for one way anova | statistics |data science.
Statistics for Data Science EP:94 | null and alternate hypothesis | statistics |data science.
Statistics for Data Science EP:95 | alternate hypothesis | statistics |data science.
Statistics for Data Science EP:96 | F-distribution and F - ratio | statistics |data science.
Statistics for Data Science EP:97 | Calculating F-ratio | statistics |data science.
Statistics for Data Science EP:98 | Important points F-ratio | statistics |data science.
Statistics for Data Science EP:99 | Calculation of sum of squares and mean| statistics |data science.
Statistics for Data Science EP:100 | Calculation of sum of squares and mean (cont) | data science.
Statistics for Data Science EP:101 | Facts about One way Anova | data science.
Statistics for Data Science EP:102 | F-ratio or F-statistics | data science | statistics.
Statistics for Data Science EP:103 | Notation of F-ratio or F-statistics | data science | statistics.
Statistics for Data Science EP:104 | Test of two variance | data science | statistics.
Statistics for Data Science EP:105 | Example of Test of two variance | data science | statistics.
Statistics for Data Science EP:106 | More about Test of two variance | data science | statistics.
Statistics for Data Science EP:107 | Summary of test of two variance | data science | statistics.
Statistics for Data Science EP:108 |Valid condition for linear regression | data science | statistic.
Statistics for Data Science EP:109 |Recap of Chi SquareTest| data science | statistic.
Statistics for Data Science EP:110 | Approach for a statistical analysis | data science | statistic.
Statistics for Data Science EP:111 | Approach for a statistical analysis 2 data science | statistic.