These are the studies I created while trying to learn NumPy as a beginner. I have written all the explanations of methods and operations. I hope they are clear enough. Here are the sections:
> Creating Arrays
> Getting Dimensions of the Arrays
> Getting Shape of the Arrays
> Getting Type of the Arrays
> Getting Size of the Arrays
> Accesing Elements
> Accesing Rows and Columns
> Updating Elements, Rows and Columns
> Initializing Different Types of Arrays
> Initializing Arrays From Random Numbers
> Copying Arrays
> Basic Mathematics
> Taking Power and Trigonometry
> Linear Algebra
> Basic Statistics
> Statistical Operations
> Reshaping Arrays
> Stacking Arrays
> Concatenating Arrays
> Load Data From File
> Advanced Indexing and Boolean Masking
> Advanced Matrix Operations
> Advanced Array Operations