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core python Contents

INTRODUCTION TO PYTHON

Features of Python
Python Virtual Machine (PVM)
Frozen Binaries
Memory Management in Python
Garbage Collection in Python
Writing Our First Python Program

Writing Our First Python Program
Executing a Python Program
Getting Help in Python
Reopening the Python Program in IDLE
Datatypes in Python

Comments in Python
Docstrings
How Python Sees Variables
Datatypes in Python
Built-in datatypes
The None Type
bool Datatype
Sequences in Python
Sets
Literals in Python
Determining the Datatype of a Variable
Characters in Python
User-defined Datatypes
Constants in Python
Identifiers and Reserved words
Naming Conventions in Python
Operators in Python

Arithmetic Operators
Using Python Interpreter as Calculator
Assignment Operators
Unary minus Operator
Relational Operators
Logical Operators
Boolean Operators
Membership Operators
Identity Operators
Operator Precedence and Associativity
Mathematical Functions
Input and Output

Output statements
Various formats of The print()
Input Statements
Command Line Arguments
Control Statements

If Statement
If … else Statement
If … elif … else Statement
While Loop
For Loop
Infinite Loops
Nested Loops
Else Suite
Break Statement
Continue Statement
Pass Statement
Assert Statement
Return Statement
Arrays in Python

Creating an Array
Importing the Array Module
Indexing and Slicing on Arrays
Types of Arrays
Working with Arrays using numpy
Creating Arrays using linspace
Creating Arrays using logspace
Creating Arrays using arange() Function
Creating Arrays using zeros() and ones() Functions
Mathematical Operations on Arrays
Comparing Arrays
Aliasing the Arrays
Viewing and Copying Arrays
Slicing and Indexing in numpy Arrays
Dimensions of Arrays
Attributes of an Array
Reshape() Method
Flatten() Method
Working with Multi-dimensional Arrays
The array() Function
The ones() and zeros() Functions
The eye() Function
The reshape() Function
Indexing in Multi-dimensional Arrays
Slicing the Multi-dimensional Arrays
Matrices in numpy
Strings and Characters

Creating Strings
Length of a String
Indexing in Strings
Repeating the Strings
Concatenation of Strings
Checking Membership
Comparing Strings
Removing Spaces from a String
Finding Sub Strings
Strings are Immutable
Replacing a String with another String
Splitting and Joining Strings
Changing Case of a String
Checking Starting and Ending of a String
String Testing Methods
Formatting the Strings
Sorting Strings
Functions

Defining a Function
Calling a Function
Returning Results from a Function
Returning Multiple Values from a Function
Functions are First Class Objects
Pass by Object Reference
Formal and Actual Arguments
Positional Arguments
Default Arguments
Variable Length Arguments
Local and Global Variables
The Global Keyword
Passing a Group of Elements to a Function
Recursive Functions
Lambdas
Using Lambdas with filter() Function
Using Lambdas with map() Function
Using Lambdas with reduce() Function
Function Decorators
Generators
Structured Programming
Creating our Own Modules in Python
The Special Variable __name__
Lists and Tuples

Creating Lists using range() Function
Updating the Elements of a List
Concatenation of Two Lists
Repetition of Lists
Membership in Lists
Aliasing and Cloning Lists
Methods to Process Lists
Nested Lists
List Comprehensions
Tuples
Creating Tuples
Accessing the Tuple Elements
Basic Operations on Tuples
Functions to Process Tuples
Nested Tuples
Dictionaries

Operations on Dictionaries
Dictionary Methods
Using for Loop with Dictionaries
Sorting the Elements of a Dictionary using Lambdas
Converting Lists into Dictionary
Converting Strings into Dictionary
Ordered Dictionaries
Advanced python Contents

Introduction to Oops

Problems in Procedure Oriented Approach
Features of Object Oriented Programming System (OOPS)
Classes and Objects
Encapsulation
Abstraction
Inheritance
Polymorphism
Classes and Objects

Self Variable
Constructor
Types of Variables
Namespaces
Types of Methods
Passing Members of One Class to Another Class
Inner Classes
Inheritance and Polymorphism

Constructors in Inheritance
Overriding Super Class Constructors and Methods
Super() Method
Types of Inheritance
Method Resolution Order (MRO
Duck Typing Philosophy of Python
Operator Overloading
Method Overloading
Method Overriding
Abstract Classes and Interfaces

Abstract Method and Abstract Class
Interfaces in Python
Abstract Classes vs. Interfaces
Exceptions

Errors in a Python Program
Exceptions
Exception Handling
Types of Exceptions
The Except Block
Assert Statement
User-Defined Exceptions
Logging the Exceptions
Files in Python

Types of Files in Python
Working with Text Files Containing Strings
Knowing Whether a File Exists or Not
Working with Binary Files
Pickle in Python
Seek() and tell() Methods
Random Accessing of Binary Files
Random Accessing of Binary Files using mmap
Zipping and Unzipping Files
Running Other Programs from Python Program
Regular Expressions in Python

Sequence Characters in Regular Expressions
Quantifiers in Regular Expressions
Special Characters in Regular Expressions
Using Regular Expressions on Files
Retrieving Information from a HTML File
Date and Time

The epoch
Date and Time Now
Combining Date and Time
Formatting Dates and Times
Finding Durations using timedelta
Comparing Two Dates
Sorting Dates
Stopping Execution Temporarily
Knowing the Time taken by a Program
Working with Calendar Module
Threads

Differences between a Process and a Thread
Concurrent Programming and GIL
Uses of Threads
Creating Threads in Python
Thread Class Methods
Single Tasking using a Thread
Multitasking using Multiple Threads
Thread Synchronization
Avoiding Deadlocks in a Program
Communication between Threads
Thread Communication using nofity() and wait() Methods
Thread Communication using a Queue
Daemon Threads
Graphical User Interface

GUI in Python
The Root Window
Fonts and Colors
Working with Containers
Canvas
Frame
Widgets
Button Widget
Label Widget
Message Widget
Text Widget
Scrollbar Widget
Checkbutton Widget
Radiobutton Widget
Entry Widget
Spinbox Widget
Listbox Widget
Menu Widget
Python’s Database Connectivity

Advantages of a DBMS over Files
Working with MySQL Database
Operations on rows of a Table
Creating Database Tables through Python
Working with Oracle Database in Python
Stored Procedures

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