Mathematical Foundations of Statistics

Statistics : Introduction, Functions, Importance and Limitations

Introduction to data science: Introduction to modern data analysis, Data science components, Data Science Applications. Fundamental Statistics- Probability Distribution: Introduction to Probability, Probability Distribution (Continuous and discrete- Normal, Bernoulli, Binomial, Negative Binomial, Geometric and Poisson distribution)

Q1. What purpose is served by an average? Discuss the relative merits and shortcomings of varioustypes of statistical averages

It adopts the process of generalization from small groups      1 pointDescriptive StatisticsStatisticsInferential Statistics

In modern times, we've formalized Ockham's razor into the fields of statistical learning theory and computational learning theory. These fields have developed generalization bounds--a statistical description of a model's ability to generalize to new data based on factors such as: