I'll start #numpy this Monday for making myself good, Let's start learning Numpy. #Numerical_Python. #numpy_in_15_days. 

Follow this #flow_chart #crack_Numpy

Day 1: Introduction to NumPy

What is NumPy?

Importance of NumPy in data science

Installing NumPy

Day 2: Creating arrays

Understanding array structure in NumPy

Creating arrays using NumPy

Converting lists to arrays

Creating arrays using built-in functions (zeros, ones, arange, linspace, etc.)

Day 3: Array Indexing and Slicing

Indexing arrays

Slicing arrays

Advanced indexing using Boolean arrays

Indexing with arrays of indices

Day 4: Array Operations

Basic mathematical operations

Broadcasting

Statistical operations (mean, median, standard deviation, etc.)

Day 5: Reshaping and Flattening arrays

Reshaping arrays

Flattening arrays

Transposing arrays

Day 6: Array Manipulation

Adding, deleting, and updating elements

Inserting and deleting rows and columns

Concatenating and splitting arrays

Day 7: I/O Operations with NumPy

Saving and loading arrays

Reading and writing CSV and text files

Working with HDF5 files

Day 8: NumPy Linear Algebra

Matrix operations

Solving linear equations

Eigenvalues and Eigenvectors

Singular Value Decomposition (SVD)

Day 9: NumPy Random Sampling

Generating random numbers

Sampling arrays

Permuting arrays

Day 10: NumPy Polynomials

Representing polynomials

Evaluation and roots of polynomials

Polynomial fitting

Day 11: NumPy Interpolation

Interpolating arrays

Spline Interpolation

Piecewise Polynomial Interpolation

Day 12: NumPy Signal Processing

Convolution

Correlation

Fast Fourier Transform (FFT)

Day 13: NumPy Optimization

Vectorization

Memory layout optimization

Profiling and debugging NumPy code

Day 14: NumPy Case Studies

Applying NumPy in image processing

Applying NumPy in audio processing

Applying NumPy in scientific computing

Subscribe to YouTube Channel AI with Faseeh

Follow on Facebook use this one AI with Faseeh

Question 1: How to learn Numpy in Python?

Question 2: How to learn Numpy library in 15 working days?

Question 3: Which data we use to learn Numpy in Python?

Question 4: Data for Numpy in Python?

Question 5: Books use for learning numpy in python?

Question 6: Flowchart to follow for learning numpy library of python in 15 days?