Session | Topic (No. of Sessions) | Coverage | Pedagogy |
2 | introduction to
Python | installation and working with Python, understanding Python variables, Python basic operators, understanding Python blocks | Class Assignment
(Reading Material to be provided) |
2 | Python data types | declaring and using numeric data types: int, float, complex, using string data type and string operations, defining list and list slicing, use of tuple data type | Lecture & lab. (lab assignments) |
1 | Python program
conditional flow control | conditional blocks using if, else and elif | Lecture & lab.
(lab assignments) |
2 | Python program
iterations flow control | simple for loops in Python, for loop using ranges, string, list and dictionaries, use of while loops in Python, loop manipulation using pass, continue, break and else, programming using Python conditional and loops block | Lecture & lab.
(lab assignments) |
3 | Python functions,
modules and
packages | organizing Python codes using functions, organizing Python projects into modules, importing own module as well as external modules, understanding packages, powerful lamda function in Python, programming using functions, modules and external packages | Lecture & lab.
(lab assignments) |
3 | list and dictionary manipulations | building blocks of Python programs, understanding string in build methods, list manipulation using in build methods, dictionary manipulation, programming using string, list and dictionary in build functions | Lecture & lab.
(lab assignments) |
2 | Python file
operation | understanding read functions, read(), readline() and readlines(), understanding write functions, write() and writelines(), manipulating file pointer using seek, programming using file operations, reading config files in Python, writing log files in Python | Lecture & lab.
(lab assignments) |
2 | Python regular
expression | powerful pattern matching and searching, power of pattern, searching using regex in Python, real time parsing of networking or system data using regex, password, email, url validation using regular expression, pattern finding programs using regular expression | Lecture & lab.
(lab assignments) |
1 | Python exception
handling | avoiding code break using exception handling, safeguarding file operation using exception handling, handling and helping developer with error code, programming using exception handling | Lecture & lab. (lab assignments) |
2 | introduction to R | installation and starting with R. basic arithmetic & logical operators in R. handling matrixes, writing plotting functions | Lecture & lab. Reading Material to be provided |