Statistics Syllabus for Data Science
1. Types of Statistics
There are two branches of statistics. First, Descriptive statistics is used to summarize the data for a group that you choose. Second, Inferential statistics takes data from a sample and makes inferences about the larger population.
2. Important Terms
Collation of all the important terms used in statistics. Explained in simple language using practical examples, images and videos.
3. Data Exploration
Also known as Exploratory Data Analysis (EDA) covers analysis on categorical/numerical variables, standard deviation, skewness, kurtosis, correlation, scatter plot, Z test, T test, ANOVA, various plots, etc.