Artificial Intelligence AI For Trading V1.0.0

In order to succeed in this Nanodegree program, we strongly recommend that you have following prerequisites.
You should have some experience programming with Python, and be familiar with statistics, linear algebra, and calculus.Python programming knowledge

• Basic data structures
• Basic Numpy

Intermediate statistical knowledge

• Mean, median, mode
• Variance, standard deviation
• Random variables, independence
• Distributions, normal distribution
• T-test, p-value, statistical significance

Intermediate calculus and linear algebra knowledge

• Integrals and derivatives
• Linear combination, linear independence
• Matrix operations
• Eigenvectors, eigenvalues

New to Python programming? Check out our free Intro to Data Analysis course.

New to Python programming? Check out our free Programming Foundations with Pythoncourse.

Need to refresh your statistical and algebra knowledge? Check out our free statistics and linear algebra courses: