Statistics for Beginners

In this comprehensive #statistics​ course you will learn about fundamental concept of statistics which is beginner friendly. This statistics course will walk you through everything you need to know about #statistics​ for #MachineLearning​. The following topic of statistics has been discussed extensively in this course:

Topics Covered:

- What is statistics

- Sampling

- Experimental design

- Frequency histogram and Distribution

- Frequency table and stem and leaf

- Time Series, Bar and Pie Graphs

- Measures of central tendency

- Measure of variation

- Scatter diagrams and linear correlation

- Linear regression and coefficient

- Normal distribution and empirical rule

- Z-score and probabilities

- Sampling Distributions and the Central limit

- Estimating mean when sigma is known