CERTIFICATE COURSE IN Python

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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?

 What are variables?

 Python Core objects and Functions

 Number and Maths

 Week 1 Assignments

 if-else
 if-elif-else
 while loop
 for loop
 break
 continue
 assert
 pass
 return

 Introduction
 Lists in Python
 More about Lists
 Understanding Iterators
 Generators, Comprehensions and Lambda Expressions
 Introduction
 Generators and Yield
 Next and Ranges
 Understanding and using Ranges
 More About Ranges
 Ordered Sets with tuples

 Introduction to the section
 Python Dictionaries
 More on Dictionaries
 Sets
 Python Sets Examples

 Reading and writing text files
 writing Text Files
 Appending to Files and Challenge
 Writing Binary Files Manually
 Using Pickle to Write Binary Files

 Python user defined functions
 Python packages functions
 Defining and calling Function
 The anonymous Functions
 Loops and statement in Python
 Python Modules & Packages

 Overview of OOP
 The self variable
 Constructor
 Types Of Variables
 Namespaces
 Creating Classes and Objects
 Inheritance
 Types of Methods
 Instance Methods
 Static Methods
 Class 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
 Locks
 Semaphore
 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
 Web Scraping in Python

 Numpy:
 Introduction to numpy
 Creating arrays
 Indexing Arrays
 Array Transposition
 Universal Array Function
 Array Processing
 Array Input and Output
 Pandas:
 What are pandas?
 Where it is used?
 Series in pandas
 Index objects
 Reindex
 Drop Entry
 Selecting Entries
 Data Alignment
 Rank and Sort
 Summary Statics
 Index Hierarchy
 Matplotlib: Data Visualization
 Python for Data Visualization
 Welcome to the Data Visualization Section
 Introduction to Matplotlib

 Introduction to MVC and MVT architecture in Web development
 Django folder structure and flow of control