By the end of this course, you will be able to:
- Why do the relational databases are not always suitable for big data systems that are deployed in big data contexts.
- Why the python language is a language widely used in the field of processing large amounts of data. This course introduces you to programming with this language, particularly using the library Numpy.
- What statistical analyzes require big data processing and prediction.
This training provides you with the basic concepts in statistics such as :
- random variables,
- differential calculus,
- convex functions,
- optimization problems,
- regression models.
These bases are applied on a classification algorithm on perceptron.
