This course on the Numpy library in Python aims to teach learners about the installation, advantages, and functionalities of Numpy. By the end of the course, students will be able to create Numpy arrays, perform arithmetic operations, manipulate arrays, and solve linear equations using Numpy functions. The course employs a tutorial-based teaching method with practical examples in English, making it suitable for individuals looking to enhance their Python programming skills, particularly in the field of data science.
Overview
Syllabus
Numpy Library EP:01 | numpy install | advantages | similarities in numpy and list | difference.
Numpy Library EP:02 | creating numpy array| methods to create numpy array | python tutorial.
Numpy Library EP:03 | arange function | create numpy array | python tutorial | numpy tutorial.
Numpy Library EP:04 | zeros function | ones function | empty function | numpy tutorial in english.
Numpy Library EP:05 | identity function | Eye function | numpy tutorial in english.
Numpy Library EP:06 | Linspace function | numpy tutorial in english | create numpy array.
Numpy Library EP:07 | Attributes in numpy array | numpy tutorial in english | create numpy array.
Numpy Library EP:08 | Indexing in numpy array | numpy tutorial in english | create numpy array.
Numpy Library EP:09 | Slicing in numpy array | numpy tutorial in english | create numpy array.
Numpy Library EP:10 | Arithmetic Operations in numpy array | numpy tutorial in english |.
Numpy Library EP:11 | Reshape and Resize | numpy tutorial in english | Array Manipulation |Numpy.
Numpy Library EP:12 | Flatten Function | numpy tutorial in english | Array Manipulation |Numpy.
Numpy Library EP:13 | Transpose Function | numpy tutorial in english | Array Manipulation |Numpy.
Numpy Library EP:14 | Transpose Function axes parameter | numpy tutorial English |array manipulation.
Numpy Library EP:15 | Swapaxes function | numpy tutorial in English |array manipulation | Numpy.
Numpy Library EP:16 | Join function | numpy tutorial in English |array manipulation | Numpy.
Numpy Library EP:17 | Matrix addition | Numpy tutorial in English |Matrix transpose | Numpy.
Numpy Library EP:18 | Matrix multiplication | numpy tutorial in English |array manipulation | Numpy.
Numpy Library EP:19 | Matrix power function | numpy tutorial in English |array manipulation | Numpy.
Numpy Library EP:20| linear equation to solve function|Numpy tutorial in English |array manipulation.
Numpy Library EP:21| Determinant of a matrix |Numpy tutorial in English |array manipulation.
Taught by
FUN WITH DATA SCIENCE
