How can one infer from Descriptive and Inferential Statistics to understand their differences?

$[5$ marks$]$

How would you evaluate the concept of Machine Learning $[5$ marks$]$

How is Natural Language Processing $($NLP$)$ defined in the field of data science? $[5$ marks$]$

How do data science and data analytics differ from each other? $[5$ marks$]$

Analyze the fundamental skills that are required to embark on a career in Data Science. $[5$ marks$]$