Learn the fundamentals of Data Analytics

سرفصل های دوره

Become a Data Analyst and explore data with descriptive statistics and data visualization!

1 - Introduction

1 - Structure of the course

2 - The basics of Descriptive Statistics

2 - Definition of Data Analysis

3 - Data Tables Database and Views

4 - Definition of Descriptive Statistics

5 - Vocabulary of Descriptive Statistics

6 - Frequency and Percentage

7 - The mode

8 - The mean

9 - The median

10 - The quartiles

11 - The range and the interquartile range

12 - The variance and the standard deviation

13 - Measures of skewness

14 - Measures of kurtosis

15 - The correlation

3 - Data Visualization

16 - Definition of Data Visualization

17 - Bar charts and histograms

18 - Box plots

19 - Line charts

20 - Stacked area charts

21 - Pie charts

22 - Scatter plots

23 - Sankey diagrams

24 - The correlation matrix

25 - Other examples of data visualization

4 - Pitfalls to avoid

26 - How to lie with Statistics

27 - Correlation does not imply causation

28 - The dangers of the mean

29 - The trap of seasonality

30 - The misleading axis

31 - Sample size too small

32 - The selection bias

33 - The trap of one dimensional analysis

34 - The Simpsons paradox

5 - Data Analysis in Business

35 - The corporate Data Analysis jargon

36 - The best tools for data analysis

37 - AB testing

38 - Qualitative study

39 - Do I need to be good at maths at stats at coding at AI

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تولید کننده: Udemy