Benefits of Google Colaboratory. Introduction to the Python programming language. Standard language functions and constructions, variables and data types.
Introduction to the basics of language. Standard functions, operations, variables and types, type conversion; basic structures, loops, etc.
Webinar notebook
Webinar home assignment
"NumPy arrays"
Introduction to functions; np.ndarray structure; data types, one-dimensional and multidimensional arrays, vector operations, indexing, two-dimensional array operations and built-in methods, matrix operations, file reading, etc.
Webinar notebook
Webinar home assignment
Additional materials
«Pandas»
Data loading and writing, count and info methods, descriptive statistics, data slices, multi-indexing, concatenation, etc.