Course Content
1. Introduction
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1.1 Python Introduction
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1.2 Download And Install Python
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1.3 Virtual Environment For Windows
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1.4 Install VScode and Pycharm
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1.5 Writing First Python Code
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2. Start with Python 3
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2.1.Variable
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2.2. Data Types
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2.3. Input Output Function
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2.4 Comments Escape Sequence
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3. Operators
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3.1 Arithmetic Operators
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3.2 Comparison Logical Operators
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3.3 Assignment, Identity Membership Operators
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4. Strings and its Methods
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4.1 Introduction
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4.2 String Methods (Part-1)
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4.3 String Methods (Part-2)
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4.4 String Methods (Part-3)
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4.5 String Methods (Part-4)
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4.6 String Formatting
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4.7 A Program to find the ASCII value of a Character
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5. All about Conditionals and Loops
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5.1 Python Conditional Statements
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5.2 For Loop
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5.3 While Loop
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5.4 Break, Continue and Pass Statement
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6. Functions
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6.1 Introduction
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6.2 Pure, Impure and Nested Function
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6.3 Higher Order Function
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6.4 Function Arguments
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7. Advanced Built-in Functions
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7.1 Built-in Functions (Part-1)
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7.2 Built-in Functions (Part-2)
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7.3 Built-in Functions (Part-3)
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7.4 Built-in Functions (Part-4)
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7.5 Built-in Functions (Part-5)
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7.6 Built-in Functions (Part-6)
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8. Lists
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8.1 Introduction
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8.2 Basic List Operations
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8.3 List Methods (Part-1)
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8.4 List Methods (Part-2)
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8.5 Python List Comprehension
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9. Tuples
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9.1 Introduction
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9.2 Basic Tuple Operations (Part-1)
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9.3 Basic Tuple Operations (Part-2)
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9.4 Python Tuple Methods
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10. Dictionaries
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10.1 Introduction
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10.2 Basic Dictionary Operations
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10.3 Python Dictionary Methods (Part-1)
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10.4 Python Dictionary Methods (Part-2)
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10.5 Python Dictionary Comprehension
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11. Sets
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11.1 Introduction
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11.2 Removing and Modifying Set Elements
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11.3 Mathematical Set Operations
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11.4 Python Set Methods
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11.5 Frozenset
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12. Generators, Decorators and Lambda Function and Decorators
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12.1 Introduction to Python Generators
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12.2 Python Generator Expression
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12.3 Introduction to Python Decorators
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12.4 Multiple Decorators and Decorating Functions with Parameters
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12.5 Lambda Function and its operations
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13. Python Files I-O, Errors and Exception Handling
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13.1 Python Files IO Operations
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13.2 Python Errors and Built-in Exceptions
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13.3 Catching Exceptions in Python
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13.4 Exception Handling using try, except, else and finally statement
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14. OOP (Object-Oriented Programming)
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14.1 Introduction to Python Object Oriented Programming
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14.2 How to define a class and create an object
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14.3 How to create Python Object and Class Method
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14.4 Constructors and del method
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14.5 Python Inheritance
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14.6 Data Encapsulation and Polymorphism in Python
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14.7 Python Data Abstraction
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14.8 Python Dunder or Magic Method
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15. Working with CSV file
In this module , We will know how to read and write csv files in a general way, using DictReader class and finally using the Pandas library.
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15.1 What is csv file?
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15.2 Reading CSV
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15.3 Write CSV
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16. Working with JSON file
In this module , We will know how to – Read JSON file – Write JSON to a file – Python objects conversion to JSON – JSON to dict and vice-versa – JSON to CSV and vice-versa - Format / Pretty print JSON
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16.1 Introduction to JSON
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16.2 Reading Json File
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16.3 Write to a CSV File
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16.4 Convert JSON to CSV
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16.5 Convert CSV to JSON
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17. Python Modules and packages
In this Module , we will know – Create and import custom module – Naming and re-naming a module – package initialization and import – subpackages – dir() function to list all the function and variable names inside a module – Os module – platform module – sys module – random module – Collection modules – Statistics Module – Fibonacci number module(fib) – Turtle module
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17.1 Create,Import,Naming,Renaming Module
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17.2 Creating,Importing and Naming a module-Code
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17.3 What is Package
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17.4 Create Custom Package Code
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17.5 dir Function
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17.6 OS Module
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18. Python Math Module
In this module, we will learn • built-in math functions • math module • math methods • math constants
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18.1 Python Built-in Math Functions
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18.2 round function
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18.3 Python Math Module
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19. Python Date and Time
In this module, we will know about • introduction • datetime.date class • datetime.time class • datetime.datetime class • datetime.timedelta class • Handling Timezone in Python • Python date formatting code • Python strftime() method • Python strptime() method • timestamp to datetime and vice-versa • Python time module • Python sleep() function
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19.1 Python DateTime module – Date Class
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19.2 Python DateTime Module -Time class
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19.3 Python DateTime Module – DateTime Class
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19.4 Python DateTime Module – Timedelta class
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19.5 Python Datetime module – time zone handling
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19.6 Python Datetime Formatting
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19.7 Python Datetime Timestamp
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19.8 Python time module
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20. Python Regular Expression
In this module, we will know about • Introduction • MetaCharacters ( [] . ^ $ * + ? {} | () \ ) • Special Sequence ( \A, \b, \B, \d, \D, \s, \S, \w, \W, \Z ) • re.findall() method • re.split() method • re.sub() method • re.subn() method • re.search() method • match.group() method • match.start(), match.end(), match.span() function • match.re and match.string attribute • Examples of regular expression (email validation, phone number validation)
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20.1 Introduction, metacharacters _ special sequence
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20.2 Python Regex findall() method
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20.3 Python Regex split() method
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20.4 Python Regex search() method
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20.5 Python Regex match() method
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20.6 Email Validation
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20.7 Phone Number Validation
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20.8 Python Regex sub() method
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21. Git (Version Control)
In this module, we will know about , What is GIT? , Git init, git add, git commit and git status , Git push, git pull , Git clone, Git Config , Advance (Git branch)
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21.1.Git and Github
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21.2.Git Config
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21.3. How Git Works
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21.4 How to make Remote Repository and push code to github
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21.5 Git branching
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Learn Python 3 from Scratch: Everything You Need to Know
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