Numpy Python Playlist
35 videos • 8,522 views • by Koolac Numpy Python Playlist: In this playlist we have covered a series of video tutorials for NumPy Package in Python Programming language. ============= Topics Covered in NumPy Python Playlist: ============= 🟥 Understanding, Creating and Working with Arrays Part 1 - 1D arrays Part 2 - Type Promotion Part 3 - 2D arrays in NumPy Python Part 4 - 3D and n-dimensional arrays Part 5 - astype function 🟥 Reshaping the Arrays Part 6 - reshape Part 7 - reshape(-1,1) & reshape(1,-1) 🟥 Indexing and Slicing Part 8 - indexing and slicing Part 9 - Boolean Mask Indexing in NumPy Python 🟥 IMPORTANT Functions to Build Arrays Part 10 - arange function Part 11 - linspace function in NumPy Python Part 12 - ones and zeros function Part 13 - eye function Part 14 - empty function 🟥 Axis Meaning and How to Use it Part 15 - axis meaning in NumPy Python 🟥 Some Useful Functions You NEED to Know Part 16 - min, max, argmin and argmax Part 17 - sort, argsort Part 18 - unique in NumPy Python 🟥 Statistics Part 19 - mean and median Part 20 - standard deviation 🟥 Linear Algebra in NumPy Python Part 21 - How to work with matrices in python (a lot of matrix-related functions are studied in this section) 🟥 View Vs Deep Copy Part 22 - view VS deep copy 🟥 Manipulating the Arrays Part 23 - ravel VS flatten Part 24 - insert in NumPy Python Part 25 - delete Part 26 - concatenate Part 27 - append 🟥 Working with Polynomials Part 28 - poly1d Part 29 - polyfit in NumPy Python 🟥 Norms and Distances Part 30 - L1 and L2 norm (+ Manhattan, Euclidean and Minkowski Distance) Part 31 - Frobenius norm in NumPy Python 🟥 NumPy Random Part 32 - NumPy random module (a lot of functions are studied in this section) Part 33 - NumPy random seed