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  1. 4. velj

    My father got new PPO with changes due to 7th Pay commission after many follow ups and filing RTI, but till now he is not getting pension as per new PPO. Please look into the matter and instruct concerned employees to work on these two issues

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  2. 4. velj

    My father, Amarnath Prasad Karn, retired from Gokhula station in Samastipur Division on 30/04/2014. Rs 30000 was not paid to him from his retirement benefits for commercial clearance. After 6 years of retirement that amount is not paid.

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  3. 3. velj

    Nice place to Learn ML for starters

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  4. 11. sij
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  5. Dear AI/ML folks, I am planning to write a book on Mathematics and Statistics for AI and ML. Please let me know which all topics you want me to include in the book and why. You can send me your views in DM or in comments below.

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  6. #105: HomoScedasticity ----------------------- HomoScedasticity is the characteristic of two populations having equal variances. This word is derived from two words, "homo" meaning "the same" and "scedastic" meaning "variability". It is also known as homo…

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  7. #104: Dichotomy --------------- A division of the members/items of a population, or sample, into two groups. The groups may be defined in terms of a measurable variable but is more often based on quantitative characteristics or attributes. Dichotomous v…

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  8. Greek Alphabets used frequently in statistics

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  9. A Github Repository on NLP by Susan Li

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  10. Fuzzy String Matching with Python

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  11. #102: Difference between Frequency Distribution and Probability Distribution --------------------------- A frequency distribution is a listing of the observed frequencies of all the outcomes of an experiment that actually occurred when the experiment was…

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  12. #101: Degree of Freedom ---- Degrees of freedom (df) are the number of independent values that a statistical analysis can estimate. It is the number of values that are free to vary as we estimate parameters. It indicates how much independent information g…

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  13. #100: Rules Governing Probability Distributions ----------------------------------------- There are two rules that tell where most of the data values lie in a probability distribution. 1. The empirical rule for normal distributions - About 68% of data li…

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  14. #99: Analysis of Covariance (ANCOVA) ---- ANCOVA is a statistical analysis tool that is a blend of ANOVA and regression. It is similar to factorial ANOVA. It can tell us what additional information we can get by considering one independent variable (facto…

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  15. #98: Analysis of variance (ANOVA) ----- ANOVA is a statistical analysis tool that splits an observed aggregate variability found inside a data set into two parts: systematic factors and random factors. The systematic factors have a statistical influence o…

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  16. #97: Student's t-test --------------------- The Student’s t-test or t-test is a statistical hypothesis test in which the test statistic follows a Student’s t-distribution under the null hypothesis. It can be used to determine if two sets of data are signi…

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  17. #96: Z-test ------------ A z-test is a statistical hypothetical test used to determine whether two population means are different when the variances are known and the sample size is large. The test statistic is assumed to have a normal distribution. A z-s…

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  18. #95: Key Differences Between Parametric and Non-parametric Tests --- Main fundamental differences between parametric and non-parametric test: - Parametric test is a statistical test, in which specific assumptions are made about the population parameter.…

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  19. #94: Parametric and Non-parametric Tests -------------------------- Parametric tests are the hypothesis tests that provide generalization for making statements about the mean of the population and make assumptions about the parameters of the population f…

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  20. #93:Parametric Data and Non-parametric Data ---------------------------------------- Data that is assumed to have been drawn from a particular distribution is called parametric data and it is used in a parametric test. Data that does not assume anything…

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