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
