Testing full Course summary
What is Python and history of Python?
Unique features of Python
Python-2 and Python-3 differences
Install Python and Environment Setup
First Python Program
Python Identifiers, Keywords and Indentation
Comments and document interlude in Python
Command line arguments
Getting User Input
Python Data Types
What are variables?
Python Core objects and Functions
Number and Maths
if-else
if-elif-else
while loop
for loop
break
continue
assert
pass
return
Lists in Python
Understanding Iterators
Generators, Comprehensions and Lambda Expressions
Understanding and using Ranges
Ordered Sets with tuples
Introduction to the section
what Dictionaries
Sets
Reading and writing text files
Writing Text Files
Appending to Files and Challenge
Writing Binary Files Manually
Using Pickle to Write Binary Files
user defined functions
packages functions
Defining and calling Function
The anonymous Functions
Loops and statement in Python
Modules & Packages
Overview of OOP
The self variable
Constructor
Types Of Variables
Namespaces
Creating Classes and Objects
Inheritance
Types of Methods
Accessing attributes
Built-In Class Attributes
Destroying Objects
Abstract classes and Interfaces
Abstract Methods and Abstract class
Interface in Python
Abstract classes and Interfaces
Errors in Python
Compile-Time Errors
Runtime Errors
Logical Errors
What is Exception?
Handling an exception
try….except…else
try-finally clause
Argument of an Exception
Python Standard Exceptions
Raising an exceptions
User-Defined Exceptions
What are regular expressions?
The match Function
The search Function
Matching vs searching
Search and Replace
Extended Regular Expressions
Wildcard
What is multithreading?
Difference between a Process and Thread
Concurrent Programming and GIL
Uses of Thread
Starting a New Thread
The Threading Module
Thread Synchronization
Deadlock of Threads
Avoiding Deadlocks
Daemon Threads
Python MySQL Database Access
Install the MySQLdb and other Packages
Create Database Connection
CREATE, INSERT, READ Operation
DML and DDL Oepration with Databases
Introduction to numpy
Creating arrays
Indexing Arrays
Array Transposition
Universal Array Function
Array Processing
Array Input and Output
What are pandas?
Series in pandas
Index objects
Reindex
Drop Entry
Selecting Entries
Data Alignment
Rank and Sort
Summary Statics
Index Hierarchy
Data Visualization
Pyplot
Plotting
Markers
Line
Lable
Grid
Subplot
Scatter
Pie Chat
GUI in Python
Button Widget
Label Widget
Text Widget
Django
Flask