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Python Training Course Content

Core Python

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 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
    •     Spyder Shortcut Keys
    •     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

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  >>> Lets get understanding at advance level in 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


    •     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, 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 XML Parser


    •     What is XML?
    •     Difference between XML and HTML  and XML,  JSON, Gson
    •     How to Parse XML and Create XML Node
    •     Python vs JAVA
    •     XML and HTML

Python-Data Base Communication


    •     What is Database? Types of Databases?
    •     What is DBMS?, 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, Bottle, Pyramid, 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, Data Mining
    •     Analytics vs Data Science




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