Statistics for Data Science, Data and Business Analysis 2022

سرفصل های دوره

Master Statistics for Data Science, Probability and Statistics, and excel in careers of Data Science & Business Analysis

1 - Introduction

1 - Statistics and Descriptive Statistics

2 - 1.Course-Slides.zip

2 - 2.List-of-Definitions-in-Statistics.pdf

2 - Download Course Slides and List of Definitions.html

3 - Statistical Inference

4 - Introduction to Data Warehousing and Data Mining

5 - Applications of Statistics in Business and some Definitions

6 - Scales of Measurement and Categorical vs Quantitative Data

7 - Data Sources and CrossSectional vs TimeSeries Data

8 - Experimental vs Observational Studies and Ethics in Statistics

2 - Descriptive Statistics Graphical and Tabular Presentation of Data

9 - Introduction to Section 2

10 - Summarizing Data and Frequency Distributions

11 - Bar Charts Pareto Diagrams and Pie Charts

12 - Steps to draw Frequency Distributions

13 - Dot Plots Histograms and Skewness

14 - Cumulative Distributions and Ogives

15 - StemandLeaf Displays

16 - Crosstabulation

17 - Scatter Diagrams and Summary of the Section

3 - Section 3

18 - Sample and Population Mean

19 - Median and Mode

20 - Percentile and Quartiles

21 - Variability Range and Interquartile Range

22 - Variability Variance Standard Deviation and Coefficient of Variation

23 - Measurement of Skewness

24 - Zscores and Chebyshevs Theorem

25 - Empirical Rule and Outliers

26 - FiveNumberSummary and Box Plot

4 - Conclusion and Bonus Material

27 - Conclusion.html

28 - BONUS Lecture Get Any of Kashifs Courses for Up to 95 Off.html

29 - Royalty Free Resources.html

29 - Royalty-free-resources-to-enrich-your-scribes.pdf

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تولید کننده: Udemy-Training