DATA SCIENCE TRAINING COURSE CONTENT

DATA SCIENCE COURSE CONTENT

Introduction to Data Science

• What is Data Science?  Role of Data Science Scope of Data Science

1. Descriptive and Inferential Statistics
 Samples and Populations Sample Statistics Estimations of Population Parameters Random and Non-random Sampling Sampling Distributions The Central limit Theorem Degree of Freedom

• Percentiles and Quartiles

• Measures of Central Tendency
 Mean Median Mode

• Measures of Variability/Dispersions

o Range IQR Variance Standard Deviation

• Distributions

o Normal Distributions Binomial Distribution

• Probability Distribution