Preview Statistics and Probability Full Course Statistics For Data Science

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Getting Started

1 Getting started with statistics

2 Data Classification

3 The process of statistical study

4 Frequency distribution

5 Graphical displays of data

6 Analyzing graph

7 Measures of Center

8 Measures of Dispersion

9 Measures of relative position

10 Introduction to probability

11 Addition rules for probability

12 Multiplication rules for probability

13 Combinations and permutations

14 Combining probability and counting techniques

15 Discreate distribution

16 The binomial distribution

17 The poisson distribution

18 The hypergeometric

19 The uniform distribution

20 The exponential distribution

21 The normal distribution

22 Approximating the binomial

23 The central limit theorem

24 The distribution of sample mean

25 The distribution of sample proportion

26 Confidence interval

27 The theory of hypothesis testing

28 Handling proportions

29 Discrete distributing matching

30 Categorical independence

31 Analysis of variance

Preview - Statistics and Probability Full Course Statistics For Data Science