Explore the NumPy library in Python through a comprehensive 4.5-hour video tutorial series. Learn installation, advantages, and key differences from Python lists. Master array creation methods, including arange, zeros, ones, empty, identity, and eye functions. Dive into linspace, array attributes, indexing, and slicing. Practice arithmetic operations, reshape, resize, flatten, and transpose functions. Understand array manipulation techniques like swapaxes and join. Delve into matrix operations, including addition, multiplication, power, and solving linear equations. Gain practical experience with hands-on examples and clear explanations throughout the series.
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
