Python Training in Hyderabad, Python Institute in Hyderabad

Introduction to Core Python

What is Python?

  Comparison of Python with other languages

  Salient feature of Python

  Execution model of Python

  User Domains for Python

  Industries using Python

  Installing Python

  Python Installer

  Indentation in Python Editors

  Programming Elements

  Structure of Python program

  Comments in Python

  Python file extensions

  Setting Path in Windows

  Edit and Run python program without IDE

Variables

  String Formatting in Python

  Initialization of variables

  Input and Output operations

Data Types

String

  What is String?

  How to Write String in Python?

  Methods of String

Number

  Introduction

  int

  float

  complex

  Boolean

Sequences

  List

  Tuple

  Set

  Frozen set

  Dictionary

  String methods

  Boolean Methods

  Indexing and Slicing

Operators:

  Arithmetic Operators

  Assignment Operators

  Unary Operators

  Logical Operators

  Relational Operators

  Membership Operators

  Identity Operators

  Bitwise Operators

Control Statements:

  If

  else

  elif

Iteration statements

  for

  while

Transfer statements

  Break

  Continue

  Pass

Sequences

List

  List properties

  List Creation

  List indexing and slicing

  List Operations

  Nested Lists

  List modification

  List insertion and deletion

  List Methods

Tuple

  Tuple properties

  Tuple Creation

  Tuple indexing and slicing

  Tuple Operations

  Nested Tuples

  Tuple Methods

  Differences b/w List and Tuple

Sets

  Set properties

  Set Creation

  Set Operations

  Set Mathematical Operations

  Set Methods

  Insertion and Deletion operation

Dictionary

  Dictionary properties

  Dictionary Creation

  Dictionary Operations

  Dictionary Methods

  Insertion and Deletion of elements

  Differences b/w list tuple and set and Dictionary

Frozen set

  Frozen set properties

  Frozen set creation

Functions

  Introduction

  What is Function?

  Advantages of functions

  Syntax and Writing function

  Calling function

Classification of Functions

  Functions without parameters and without return values

  Function with parameters and without return values

  Functions without parameters and with return values

  Functions with parameters and with return values

Functions argument types

  Default arguments

  Required (Positional) arguments

  Keyword arguments

  Variable arguments

  Keyword variable arguments

  Lambda functions & Recursion

  Map()

  Filter()

  Reduce()

Python Variables

  Local variables

  Global variables

Introduction to OOPS

  Class and Object

  How to define class in python?

  Encapsulation

  DocStrings

  Methods

  Diff b/w functions & methods

  Constructor

  Object Reference

  oops variables (Instance variables, Static variables, Local variables)

  oops methods (Instance method, class method, static method)

Inheritance

  Advantages

  Single level Inheritance

  Multi-level Inheritance

  Hierarchical Inheritance

  Multiple Inheritance

  Super()

Polymorphism

  Introduction

  Duck typing

  has attribute

  Operator overloading

  Method overloading

  Constructor overloading

  Constructor overriding

Abstraction

  Introduction

  Abstract class

  Abstract method

Exception Handling

  What is Exception?

  Need of Exception handling

  Types of errors

  Predefined Exceptions

  User defined Exceptions

  try

  except

  else

  finally

  raise

Modules

  What is a module?

  How to Import Modules?

  alias name to the modules

  alias name to the members

Working with standard modules

  Math

  Random

  Datetime

  os

  copy

Packages

  Introduction to packages

  Defining packages

  Importing from packages

File Handling

  Introduction

  Types of Files in Python

  Opening a file

  Closing a file

  Writing data to files

  Reading a data from files

Regular Expressions

  What is regular expression?

  Quantifiers

  Special characters

  Compile()

  Finditer()

  Sub()

  Fullmatch()

  Match()

  Findall()

  Search()

  Matching vs searching

  Forming regular expression

  Compiling regular expressions

  validations

Multi-threading

  Introduction

  How to find Thread?

  How to Define Threads?

  Creating a Thread without using any class

  Creating a Thread by extending thread class

  Creating a thread by without extending thread class.

  How to get Thread Names?

  How to set Thread Names?

  Join()

  Example for Normal vs Multithreading based program

Access modifiers

  Public

  Protected

  Private

Advanced concepts

  Iterator

  Generator

  Decorator

  PIP

 What is JSON?

 Why json is popular?

 Serialization

  Deserialization

  How to get values from API?

 Introduction

 List vs Array

 Array Types

 Installation of NumPy

 Dimensions in Arrays

 Data type & shape

 Numpy array Initialization

 Numpy Reshape (Reshape(), ravel(), flatten())

 Numpy copy vs view

 Applying conditions

 Transposing array

 Hstack vs Vstack function

 Insert and Delete Numpy array

 What is Pandas?

 Installation

 Data set

 Series

 Data Frame

 Converting series into DataFrame

 Load the data from CSV file

 Create DataFrame using Dictionary

 Create DataFrame using List of Tuples

 Indexing and Slicing

 Understanding loc & iloc

 Sorting Pandas Data Frame

 Data Manipulation

 Adding column

 Removing Column

 Removing Duplicates

 Find Missing Data

 Removing missing data

 Data Filtering & Conditional Changes

 Export DataFrame to CSV file

 Data Visualization

 Installation

 Graphs

 Ploting without line

 Grid()

 Markers & Colors

 line plot & subplot

 Bar plot

 Horizontal Bar Chart

 Vertical Bar Chart

 Legend()

 Xticks & yticks

 Histogram

 Pie plot

 Scatter plot

 What is Web Scraping?

 BeautifulSoup

 HTTP Status Codes

 Requests module

 HTML Parser

 find_all()

 get_text()

 Jupyter Notebook

 VS Code Editor

 Sublime Texteditor

 Pycharm