UNIT – 1……………………………………………………………………………………………..7
Introduction to Python Programming
1.1 Introduction to Python: History of Python, Need, features of Python, Applications of Python.
1.2 Fundamentals of Python Programming: Python Identifiers, Variables and keywords, Putting Comments, Expressions and Statements. Accepting Input and Displaying Output.
1.3 Standard Data Types: Basic, None, Boolean, Numbers, Type conversion Function, Operators in Python, Operator Precedence.
1.4 Flow Control Statements: Conditional Statements, Looping Statements, break, continue, pass Statements
UNIT – 2……………………………………………………………………………………………56
Basic of Python Programming
2.1 Introduction to String: String Literals, Assign String to a Variable, Multiline Strings, Operations on Strings (Index Operator, Slice Operator): Working with the Characters of a String, String Methods (lower, upper, count, index, find,
replace).
2.2 Concepts of Python Lists: Creating, Initializing and Accessing elements in lists, Traversing, Updating and deleting elements from Lists. List Operations: Concatenation, List Indexing, Slices, Built- in List functions and methods.
2.3 Introduction to Tuples: Creating Tuples, Deleting Tuples, Accessing elements in a Tuple, Tuples Operations: Concatenation, Repetition, Membership, and Iteration. Built- in Tuples functions and methods
2.4 Introduction to Dictionary: Concept of key-value pair. Creating, Initializing and Accessing elements in a Dictionary. Traversing, Updating and Deleting elements in a Dictionary, Built- in Dictionary functions and methods. UNIT – 3……………………………………………………………………………………………99
Python Functions and Modules
3.1 Introduction to Functions: Defining a Function (def.), Calling a Function, Function Arguments- Required arguments, Keyword arguments, Default arguments, Variable-length arguments, Scope of Variables, Void functions and
Function returning values, Recursion,
3.2 Advance Function Topics: Anonymous Function Lambda, Mapping Functions.
3.3 Introduction to Modules: Creating Modules and Packages, Importing Modules, Using the dir() Function, Built-in Modules
UNIT – 4………………………………………………………………………………………….118
Object Oriented Concept in Python
4.1 Object-Oriented Concepts in Python: Overview of OOP Terminology Creating Classes, Creating Objects, Accessing Attributes, Built-In Class Attributes.
4.2 Garbage Collection: Constructor, Destructor, Overloading Methods, Overriding Methods
4.3 Libraries: NumPy, Pandas, Matplotlib, Scikit-learn, pyTorch, Seaborn, pyBrain, Flask.