Numerical Computation with NumPy and CuPy
Free Course link:
https://scimodel.dev/index.php/course...
In this course, you will learn more about the following:
NumPy vs. List.
Basics of NumPy.
NumPy Array Indexing and Slicing.
Beware of Variable Aliasing!
Reshaping Arrays.
Arrays Concatenation.
Arrays Stacking.
Broadcasting Arrays.
Basic Arithmetic Operations in NumPy.
Boolean Indexing of Arrays.
Other Methods to Create NumPy Arrays.
Sorting NumPy Arrays.
reverse NumPy Array.
Statistics with NumPy
Building Functions With Numpy Arrays Operations.
Matrix Operations in NumPy.
Solving Systems of Equations.
Numerical Derivatives and Integrations.
CuPy vs. NumPy Library.
In this video, only the following topics are discussed. The rest will be downloadable in the link above.
00:21 1.1 NumPy vs. List
01:30 1.2 Basics of NumPy
05:17 1.3 NumPy Array Indexing and Slicing
16:06 1.4 Beware of Variable Aliasing!
16:59 1.5 Reshaping Arrays
20:55 1.6 Arrays Concatenation
27:22 1.7 Arrays Stacking
30:10 1.8 Broadcasting Arrays