Python Programming

Core Python

Introduction to Script

• What is Script

• What is a program?

• Types of Scripts

• Difference between Script & Programming Languages

• Features of Scripting

• Limitation of Scripting

• Types of programming Language Paradigms

Introduction to Python

• What is Python?

• Why Python?

• Who Uses Python?

• Characteristics of Python

• History of Python

• What is PSF?

• Python Versions

• How to Download Python

• How to Install Python

• Install Python with Diff IDEs

• Features of Python

• Limitations of Python

• Python Applications

• Creating Your First Python Program

• Printing to the Screen

• Reading Keyboard Input

• Using Command Prompt and GUI or IDE

• Python Distributions

Different Modes in PYTHON

• Execute the Script

• Interactive Mode

• Script Mode

• Python File Extensions

• SETTING PATH IN Windows

• Clear screen inside python

• Learn Python Main Function

• Python Comments

• Quit the Python Shell

• Shell as a Simple Calculator

• Order of operations

• Multiline Statements

• Quotations in Python

• Python Path Testing

• Joining two lines

• Python Implementation Alternatives

• Python Sub Packages

• Uses of Python in Data Science

• USES OF PYTHON IN IOT

• Working with Python in Unix/Linux/Windows/Mac/Android..!!

PYTHON NEW IDEs

• PyCharm IDE

• How to Work on PyCharm

• PyCharm Components

• Debugging process in PyCharm

• PYTHON Install Anaconda

• What is Anaconda?

• Coding Environments

• Spyder Components

• General Spyder Features

• Spyder Shortcut Keys

• Jupyter Notebook

• What is Conda?

• Conda List?

• Jupyter and Kernels

• What is PIP?

Variables in Python

• What is Variable?

• Variables in Python

• Constants in Python

• Variable and Value

• Variable names

• Mnemonic Variable Names

• Values and Types

• What Does “Type” Mean?

• Multiple Assignment

• Python different numerical types

• Standard Data Types

• Operators and Operands

• Order of Operations

• Swap variables

• Python Mathematics

• Type Conversion

• Mutable Versus Immutable Objects

String Handling

• What is string?

• String operations

• String indices

• Basic String Operations

• String Functions, Methods

• Delete a string

• String Multiplication and concatenation

• Python Keywords

• Python Identifiers

• Python Literals

• String Formatting Operator

• Structuring with indentation in Python

• Built-in String Methods

• Define Data Structure?

• Data Structures in PYTHON

Python Operators and Operands

• Arithmetic Operators

• Relational Operators

• Comparison Operators

• Python Assignment Operators

• Short hand Assignment Operators

• Logical Operators or Bitwise Operators

• Membership Operators

• Identity Operators

• Operator precedence

• Evaluating Expressions

Python Conditional Statements

• How to use “if condition” in conditional structures

• if statement (One-Way Decisions)

• if .. else statement (Two-way Decisions)

• How to use “else condition”

• if .. elif .. else statement (Multi-way)

• When “else condition” does not work

• How to use “elif” condition

• How to execute conditional statement with minimal code

• Nested IF Statement

Python LOOPS

• How to use “While Loop”

• How to use “For Loop”

• How to use For Loop for set of other things besides numbers

• Break statements in For Loop

• Continue statement in For Loop

• Enumerate function for For Loop

• Practical Example

• How to use for loop to repeat the same statement over and again

• Break, continue statements

Learning Python Strings

• Accessing Values in Strings

• Various String Operators

• Some more examples

• Python String replace() Method

• Changing upper and lower case strings

• Using “join” function for the string

• Reversing String

• Split Strings

Sequence or Collections in PYTHON

• Strings

• Unicode Strings

• Lists

• Tuples

• buffers

• xrange

Python Lists

• Lists are mutable

• Getting to Lists

• List indices

• Traversing a list

• List operations

• List slices

• List methods

• Map, filter and reduce

• Deleting elements

• Lists and strings

Python TUPLE

• Advantages of Tuple over List

• Packing and Unpacking

• Comparing tuples

• Creating nested tuple

• Using tuples as keys in dictionaries

• Deleting Tuples

• Slicing of Tuple

• Tuple Membership Test

• Built-in functions with Tuple

• Dotted Charts

Python Sets

• How to create a set?

• Iteration Over Sets

• Python Set Methods

• Python Set Operations

• Union of sets

• Built-in Functions with Set

• Python Frozenset

Python Dictionary

• How to create a dictionary?

• PYTHON HASHING?

• Python Dictionary Methods

• Copying dictionary

• Updating Dictionary

• Delete Keys from the dictionary

• Dictionary items() Method

• Sorting the Dictionary

• Python Dictionary in-built Functions

• Dictionary len() Method

• Variable Types

• Python List cmp() Method

• Dictionary Str(dict)

Python Functions

• What is a function?

• How to define and call a function in Python

• Types of Functions

• Significance of Indentation (Space) in Python

• How Function Return Value?

• Types of Arguments in Functions

• Default Arguments

• Non-Default Arguments

• Keyword Arguments

• Non-keyword Arguments

• Arbitrary Arguments

• Rules to define a function in Python

• Various Forms of Function Arguments

• Scope and Lifetime of variables

• Nested Functions

• Call By Value, Call by Reference

• Anonymous Functions/Lambda functions

• Passing functions to function

• map(), filter(), reduce() functions

• What is a Docstring?

Advanced Python

Python Modules

• What is a Module?

• Types of Modules

• The import Statement

• The from…import Statement

• ..import * Statement

• Underscores in Python

• The dir( ) Function

• Creating User defined Modules

• Command line Arguments

• Python Module Search Path

Packages in Python

• What is a Package?

• Introduction to Packages?

• py file

• Importing module from a package

• Creating a Package

• Creating Sub Package

• Importing from Sub-Packages

• Popular Python Packages

Python Date and Time

• How to Use Date & DateTime Class

• How to Format Time Output

• How to use Timedelta Objects

• Calendar in Python

• datetime classes in Python

• How to Format Time Output?

• The Time Module

• Python Calendar Module

• Python Text Calendar

• Python HTML Calendar Class

• Unix Date and Time Commands

File Handling

• What is a data, Information File?

• File Objects

• File Different Modes

• file Object Attributes

• How to create a Text File

• How to Append Data to a File

• How to Read a File

• Closing a file

• Read, read line ,read lines, write, write lines…!!

• Renaming and Deleting Files

• Directories in Python

• Working with CSV files

• Working with CSV Module

• Handling IO Exceptions

Python OS Module

• Shell Script Commands

• Various OS operations in Python

• Python File System Shell Methods

Python Exception Handling

• Python Errors

• Common RunTime Errors in PYTHON

• Abnormal termination

• Chain of importance Of Exception

• Exception Handling

• Try … Except

• Try .. Except .. else

• Try … finally

• Argument of an Exception

• Python Custom Exceptions

• Ignore Errors

• Assertions

• UsingAssertionsEffectively

More Advanced PYTHON

• Python Iterators

• Python Generators

• Python Closures

• Python Decorators

• Python @property

Python Class and Objects

• Introduction to OOPs Programming

• Object Oriented Programming System

• OOPS Principles

• Define Classes

• Creating Objects

• Class variables and Instance Variables Constructors

• Basic concept of Object and Classes

• Access Modifiers

• How to define Python classes

• Python Namespace

• Self-variable in python

• Garbage Collection

• What is Inheritance? Types of Inheritance?

• How Inheritance works?

• Python Multiple Inheritance

• Overloading and Over Riding

• Polymorphism

• Abstraction

• Encapsulation

• Built-In Class Attributes

Python Regular Expressions

• What is Regular Expression?

• Regular Expression Syntax

• Understanding Regular Expressions

• Regular Expression Patterns

• Literal characters

• Repetition Cases

• Example of w+ and ^ Expression

• Example of \s expression in re.split function

• Using regular expression methods

• Using re.match()

• Finding Pattern in Text (re.search())

• Using re.findall for text

• Python Flags

• Methods of Regular Expressions

Python XML Parser

• What is XML?

• Difference between XML and HTML

• Difference between XML and JSON and Gson

• How to Parse XML

• How to Create XML Node

• Python vs JAVA

• XML and HTML

Python-Data Base Communication

• What is Database? Types of Databases?

• What is DBMS?

• What is RDBMS?

• What is Big Data? Types of data?

• Oracle

• MySQL

• SQL server

• DB2

• Postgre SQL

• Executing the Queries

• Bind Variables

• Installing of Oracle Python Modules

• Executing DML Operations..!!

Multi-Threading

• What is Multi-Threading

• Threading Module

• Defining a Thread

• Thread Synchronization

Web Scrapping

• The components of a web page

• BeautifulSoup

• Urllib2

• HTML,CSS,JS,jQuery

• Dataframes

• PIP

• Installing External Modules Using PIP

Unit Testing with PyUnit

• What is Testing?

• Types of Testings and Methods?

• What is Unit Testing?

• What is PyUnit?

• Test scenarios, Test Cases, Test suites

Introduction to Python Web Frameworks

• Django – Design

• Advantages of Django

• MVC and MVT

• Installing Django

• Designing Web Pages

• HTML5, CSS3, AngularJS

• PYTHON Flask

• PYTHON Bottle

• PYTHON Pyramid

• PYTHON Falcon

GUI Programming-Tkinter

• Introduction

• Components and Events

• Adding Controls

• Entry Widget, Text Widget, Radio Button, Check Button

• List Boxes, Menus, ComboBox

Data Analytics

• Introduction to data Big Data?

• Introduction to NumPY and SciPY

• Introduction to Pandas and MatPlotLib

Introduction to Machine Learning with PYTHON

• What is Machine learning?

• Machine Learning Methods

• Predictive Models

• Descriptive Models

• What are the steps used in Machine Learning?

• What is Deep Learning?

Data Science

• What is Data Science?

• Data Science Life Cycle?

• What is Data Analysis

• What is Data Mining

• Analytics vs Data Science

Internet of Things

• IMPACT OF THE INTERNET

• What is IOT

• History of IoT

• What is Network?

• What is Protocol?

• What is smart?

• How IoT Works?

• The Future of IoT