CS-5006/CSC-506

UNIT:1      

Problems solving fundamentals, Python: variables, expressions, statements, precedence of operators; Data structures: list, Dictionary, tuples; Lists: list slices, list methods, mutability, cloning lists, List comprehension; Tuples: tuple assignment, tuple as return value; Dictionaries: operations and methods; Conditional constructs; Iterative constructs. Strings: string slices, immutability, string functions and methods;         

UNIT:2

Functions: parameters, return values, local and global scope, function composition, recursion, and lambda functions.

Object orientation – Classes, Objects, methods, Operator overloading, and Inheritance. Files and exceptions: text files, reading and writing files, format operator; errors and exceptions, handling exceptions; creating modules and packages.

UNIT:3      

Python Modules and Packages: Python Standard Library, Numpy, Pandas, Matplotlib, GUI -Tkinter, wxWidgets; Database- MySQL DB, Scikit-Learn, NL

UNIT:4      

R Programming - Control Structures - Functions - Data Manipulation - String Operations- Data Visualization – R for Statistical computing.