Introduction to Python Programming

• Introduction to Python Programming
• Comparison with other programming language
• Installing Python and pip
• Scope of Python in Production
• Working with IDE and interpreter
• Features of Python
• Python Versions
• Creating your first python program
• Python keywords and identifiers
• Python Variables
• Type of Conversion

Data Types, Operators, Strings, Conditional statements & Loops

• Python Data Types
• Operators
  • Arithmetic operators
  • Relational operators
  • Conditional operators
  • Logical operators
  • Bitwise operators
• Introduction to string
  • Basic string operation
  • String functions and methods
  • Deleting a string
  • String manipulation and concatenation
• Conditional Statements
  • What are conditional statements?
  • Working with “if” condition
  • Working with “if-else” condition
  • Working with “if-elif” condition
  • Nested if condition
• Loops
  • Introduction to Loops concept
  • Working with ‘while’ loop
  • Working with ‘for’ loop
    • Nested loop
  • Break statement and Continue statement

Practical examples for each topic

Sequence of Data (Data Types)

• Python Lists
  • Lists are mutable
  • Getting to Lists
  • List indices
  • Traversing a list
  • List operations, slices and methods
  • Map, filter and reduce
  • Deleting elements
  • Python Tuples
    • Creating Tuples
    • Advantages of Tuple over List
    • Comparing tuples
    • Deleting a Tuple
    • Slicing of Tuple
    • Built-in functions with Tuple
  • Sets
    • How to create a set?
    • Iteration Over Sets
    • Python Set Methods
    • Python Set Operations
    • Union of sets
  • Dictionaries
    • How to create a dictionary?
    • Python Dictionary Methods
    • Copying dictionary
    • Delete Keys from the dictionary
    • Dictionary len() Method
    • Python List cmp() Method
    • Programming examples for all type of data types

Functions

• What is a function?
• How to define and call a function in Python?
• Types of Functions
• How Function Return Value?
• Types of Arguments in Functions
• Rules to define a function in Python
• Nested Functions
• Call By Value, Call by Reference
• map(), filter(), reduce() functions
• Anonymous Functions/Lambda functions

Modules, Packages, Date & Time

• Python Module
  • What is a Module?
  • Types of Modules
  • The import Statement
  • The from…import Statement
  • ..import * Statement
  • Creating User defined Modules

• Python Packages
  • What is a Package?
  • Introduction to Packages?
  • Importing module from a package
  • Creating a Package
  • Popular Python Packages
• Python Date and time
  • How to Use Date & DateTime Class
  • How to Format Time Output
  • Calendar in Python
  • The Time Module
  • Python Calendar Module
• Practical examples

• File and Error Handling
  • Python File Handling
  • What is a data, Information File?
  • How to create a Text Fill 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
  • Python Error Handling
  • Python Errors
  • Common RunTime Errors in PYTHON
  • Chain of importance Of Exception
  • Exception Handling
  • Try & Except
  • Try, Except & else
  • Python Custom Exceptions
  • Ignore Errors
  • Practical Examples

• Classes 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–
  • What is Inheritance?
  • Types of Inheritance?
  • Polymorphism
  • Encapsulation
  • Abstraction

• Database Communication
  • What is Database?
  • Types of Databases?
  • What is DBMS, RDBMS?
  • Working with MysqlDB
  • How to create a database?
  • How to upload data into table
  • Integration of database and output of other program
  • Creation of MariaDB users
  • Working with remote database storage
  • Altering the table using python

• Multi-Threading and GUI Tkinter

• Python Multi-Threading
  • What is Multi-Threading?
  • Threading Module
  • Defining a Thread
• Python GUI -Tkinter
  • Introduction
  • Components and Events
  • Adding Controls
  • Entry Widget, Text Widget, Radio Button, Check Button
  • List Boxes, Menus, ComboBox

• Networking in python

• Regular Expressions

• Reading from CSV files writing to CSV
• Read and writing to JSON
• Reading and writing to Excel file.

• Data Structures in

• Arrays in

• Regular Expression in

• Introduction to NumPy
• Data Manipulation with Pandas
• Visualization with Matplotlib
• SciPy for scientific computing

• Seaborn