Python Scripting allows Programmers to build applications easily and rapidly. This course learns the importance of Python in real time environment and will be able to develop applications based on Object-Oriented Programming concepts. End of this course, you will be able to develop networking applications with suitable GUI.
Introduction to Script
What is Script, program?
Types of Scripts
Difference between Script and Programming Languages
Features and 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
Python Versions
How to Download and Install Python
Install Python with Diff IDEs
Features and 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 and 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
Sub Packages in Python
Uses of Python in Data Science, 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
Jupyter Notebook
What is Conda? and Conda List?
Jupyter and Kernels
What is PIP?
Variables in Python
What is Variable?
Variables and Constants in Python
Variable, Variable names and Value
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 and indices
Basic String Operations
String Functions, Methods
Delete a string
String Multiplication and concatenation
Python Keywords, Identifiers and 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, Relational Operators and 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” and “For Loop”
How to use For Loop for set of other things besides numbers
Break statements, Continue statement, 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, slices and 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 and Non-Default Arguments
Keyword Argument and 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, HTML Calendar Class
Unix Date and Time Commands
File Handling
What is a data, Information File?
File Objects
File Different Modes and Object Attributes
How to create a Text Fil and Append Data to a File and 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 and CSV Module
Handling IO Exceptions
Python OS Module
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
Using Assertions Effectively
More Advanced PYTHON
Python Iterators, Generators, Closures, Decorators and 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-Data Base Communication
What is Database? Types of Databases?
Oracle
MySQL
SQL server
DB2
Postgre SQL
Executing the Queries
Bind Variables
Installing of Oracle Python Modules
Executing DML Operations..!!
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
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?
Data Science
What is Data Science?
Data Science Life Cycle?
Analytics vs Data Science
