AI course experiments / Blog: Recent posts

1) NumPy
i) Different ways to create NumPy arrays
ii) Add, remove, modify elements in an array.
iii) Arithmetic operations on NumPy array
iv) Slicing and iterating of NumPy arrays
V) Matrix operations on NumPy arrays

2) Pandas
i) Create a data Frame manually
ii) Different ways of importing a data frame
iii) Adding, Deleting, Modifying the rows/columns in a dataframe.
iv) Apply functions on dataframe.
V) Iterations on dataframe
vi) Accessing the elements from a dataframe
Vii) Different ways to deal with NA’s in dataframe
viii) Groupby operations on dataframe
ix) Merging dataframes... read more