Course overview and objectives
Importance of ML and AI in the industry
Understanding the learning path and outcomes

• Introduction of Python
• Statements and syntax in python
• Basics of python programming
• Data types & operators
• String operation in Python
• Advantages of Python
• Interactive Shell
• Executable or script files
• User Interface or IDE

• Python Interactive/ Script mode
• Python Character Set
• Python Tokens, Keywords, Identifiers, Literals, Operators
• Variables and Assignments
• Input and Output in Python
• Data types in python

• Numbers
• Strings
• Lists
• Tuples
• Dictionary
• Set
• Frozenset
• Bool
• Mutable and Immutable

• Basics of String
• Unicode string
• String functions, methods
• String indexing and slicing
• String formatting

• If statement
• If else statement
• If elif statement
• If elif else statement
• Nested if statement
• Python Indentation

• Looping and Iteration
• The For Loop
• The While Loop
• Loop else Statement
• Nested Loops
• Break and Continue
• Assert

• Basics of Python function
• Types of functions
• Function scope
• Function object
• Function arguments
• Variable Arguments
• Variable Scope
• Function Doc String
• Function parameter
• Positional arguments, keyword arguments
• Default arguments, non-default arguments
• Arbitrary arguments, keyword arbitrary arguments
• Function return statement
• Nested function
• Function as return statement
• Decorator function
• Lambda function & maps
• Closure
• Map(), filter(), reduce(), any() functions
• Anonymous or lambda function

• Object oriented programming
• Concept of OOPs
• Instance Methods
• Class Methods & Static Methods
• New Style Classes
• Variable Type
• Static Variable in class
• Creating Classes
• Instance Methods
• Inheritance
• Polymorphism
• Encapsulation
• Scope and Visibility of Variables
• Exception Classes & Custom Exceptions

• Need of regular expressions
• Re module
• Functions /methods related to regex
• Substituting
• Splitting a String
• Meta characters & special sequences

• List Comprehensions
• Nested List Comprehensions
• Dictionary Comprehensions
• Functions
• Default Parameters
• Variable Arguments
• Specialized Sorts
• Iterators
• Generators
• The Functions any and all
• The with Statement
• Data Compression
• Closer
• Decorator

• Built-in Modules
• Script v/s module
• Importing Modules in Python Programs
• Working with Random Modules, os Module, DateTime Module

• File Handling Modes
• Reading Files
• Writing & Appending to Files
• Handling File Exceptions
• The with statement

• Default Exception and Errors
• Catching Exceptions
• Raise an exception
• Try except statement
• Raise, Assert, Finally blocks
• User defined exception

• Introduction to Python GUI
• Components and Events
• The root Component
• Adding a Button
• Entry Widgets
• Text Widgets
• Checkbuttons
• Radiobuttons
• Listboxes
• Frames
• Menus
• Binding Events to Widgets