01-22-2023, 05:18 AM
NumPy Bootcamp for Data Science and ML in Python - 2023
Complete Data Science Training: Mathematics, Statistics, Python, Advanced Statistics in Python.
Rating: 4.3 out of 5
(41 ratings)
12,008 students
4.5 hours on-demand video
2 articles
5 downloadable resources
Why Learn Numpy?
The central object in Numpy is the Numpy array, on which you can do various operations.
The key is that a Numpy array isn’t just a regular array you’d see in a language like Java or C++, but instead is like a mathematical object like a vector or a matrix.
That means you can do vector and matrix operations like addition, subtraction, and multiplication.
The most important aspect of Numpy arrays is that they are optimized for speed. So we’re going to do a demo where I prove to you that using a Numpy vectorized operation is faster than using a Python list.
Then we’ll look at some more complicated matrix operations, like products, inverses, determinants, and solving linear systems.
https://www.udemy.com/course/numpy-for-data-science-and-machine-learning-in-python/?couponCode=B6D651F6A8CF30640EBF
Enjoy!
Complete Data Science Training: Mathematics, Statistics, Python, Advanced Statistics in Python.
Rating: 4.3 out of 5
(41 ratings)
12,008 students
4.5 hours on-demand video
2 articles
5 downloadable resources
Why Learn Numpy?
The central object in Numpy is the Numpy array, on which you can do various operations.
The key is that a Numpy array isn’t just a regular array you’d see in a language like Java or C++, but instead is like a mathematical object like a vector or a matrix.
That means you can do vector and matrix operations like addition, subtraction, and multiplication.
The most important aspect of Numpy arrays is that they are optimized for speed. So we’re going to do a demo where I prove to you that using a Numpy vectorized operation is faster than using a Python list.
Then we’ll look at some more complicated matrix operations, like products, inverses, determinants, and solving linear systems.
https://www.udemy.com/course/numpy-for-data-science-and-machine-learning-in-python/?couponCode=B6D651F6A8CF30640EBF
Enjoy!