Machine Learning Project structure

In all projects, the structure of the project plays an important role in rapid development, readability, reproducibility, and empowering creative work while enforcing the best workflow practices. In the case of Machine Learning Projects, depending on the scope, size, and specific requirements of the project, they can be structured in different ways. However, there are … Read more

Mathematics for Data Science & Machine Learning

Here is a a comprehensive road-map for learning mathematics for working in the field of Data Science and Machine Learning. This road-map includes applications of each subject for each field and resources and tutorials for each topic. Basics of Mathematics Start with the fundamentals of mathematics such as basic algebra, calculus, and statistics.Algebra is used … Read more