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Course Overview
Schedule of Classes
Course Curriculum
5 Subjects
OLD_SKT_PG_Theory_Python
157 Learning Materials
Introduction to Programming Languages
Programming Language Paradigm
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Imperative Programming Languages
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Declarative Programming Languages
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History of Programming Languages
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Classification of Programming Languages
Machine Level Programming Language
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Assembly Level Programming Language
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High Level Programming Language
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High Level Programming Languages
Introduction
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FOTRAN
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COBOL
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ALGOL
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BCPL & PASCAL
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C Language
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C++
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JAVA
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Python
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Introduction to Python Programming
About Python Programming Language
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History of Python
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Characteristics of Python
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Python Environment
Installation of Python
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Compile and Running
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Python Documentation
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PIP
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Editors & IDE's
Introduction to IDE
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PyCharm
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Anaconda
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Spyder
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Jupyter
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Running Python Script
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Getting Started with Python Programming
Creating your First Python Program
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Reading & Printing to Screen
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Interactive & Script Mode
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Python File Extensions
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Basic Concepts in Python
Shell as a Calculator
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Comments in Python
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Multiline Statements
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Quotations in Python
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Variables
Introduction to Variables
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Naming Variables
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Mnemonic Variable Names
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Reserved Words
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Data Types
Values & Types
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Numerical Data Type
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String Data Type
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Working with Variables
Multiple Assignment
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Swap Variables
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Type Conversion
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Mutable vs Immutable Objects
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Number System Conversion
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Operators
Arithmetic Operator
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Assignment Operator
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Comparison Operator
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Logical Operator
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Bitwise Operator
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Membership Operator
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Operator Precedence
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Evaluating Expression
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Decision Making
Introduction to Decision Making
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if Statement
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if...else Statement
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elif Statement
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Nested if...else Statement
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Loops
Introduction to Loops
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While Loop
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For Loop
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Nested Loops
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Break Statement
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Continue Statement
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Pass Statement
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Collections : List - 1
Introduction to Collections
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Introduction to List
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Accessing Items in a List
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Loop through List
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List Length & Add Items to List
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Built-in List Methods
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Basic List Operations
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List Mutability
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Collections : List - 2
Lambda Function
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List with map() Function
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List with filter() Function
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List with reduce() Function
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Difference between Strings & Lists
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Collections : Tuples
Introduction to Tuple
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Tuple Packing & Unpacking
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Comparing Tuples & Iterating through Tuple
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Deleting & Slicing of Tuples
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Tuple Membership Test
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Collections : Sets
Creating Set
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Iteration Over Set
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Python Set Methods
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Set Operations
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Set Built-in Functions
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Frozen Set
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Collections : Dictionary
Creating Dictionary
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Python Hashing
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Python Dictionary Methods
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Copying & Updating Dictionary
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Deleting & Sorting Keys in Dictionary
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Summary of Dictionary Methods
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String Handling - 1
Introduction to Strings
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String Indices
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Delete a String
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String Multiplication & Concatenation
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Iterating through a String
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String Membership Test
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String Built-in Functions
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String Handling - 2
Reversing a String
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Split String
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Escape Sequence
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String format() Method
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String Methods
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Functions
Introduction to Functions
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Defining & Calling a Function
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Working of Function
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Doc Strings
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Functions : Arguments & Return Statements
Default Arguments
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Required Arguments
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Keyword Arguments
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Variable Length Arguments
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Return Statement
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Returning Multiple Values
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Command Line Arguments
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Functions : Scope of Variables
Global Variable
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Local Variable & Its Comparison with Global
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Functions : Recursion
Recursive Functions
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Finding Sum of Natural Numbers using Recursion
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Functions : Anonymous Functions
Lambda Function
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Using Lambda with filter()
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Using Lambda with map()
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Using Lambda with reduce()
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Functions : Parameter Passing Technique
Passing Immutable Objects
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Passing Mutable Objects
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Functions : First Class Functions
Assigning a Function to Variable
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Passing a Function as Parameter
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Returning Function to Function
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Storing Function in Data Structures
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NumPy Package
Introduction to NumPy
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Installation of NumPy
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Working with NumPy
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Data Types in NumPy
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NumPy Array Attributes
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Engineering Mathematics : Basics of Matrices
Creating a Matrix
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Identity Matrix
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Transpose of a Matrix
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Engineering Mathematics : Matrix Arithmetic Operations
Matrix Addition
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Matrix Subtraction
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Matrix Multiplication
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Matrix Element Multiplication & Division
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Engineering Mathematics : Operations on Matrices
Determinant of a Matrix
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Inverse of a Matrix
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Solving Linear Equations
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Engineering Mathematics : Exercises on Matrices
Picking an Element from a Matrix
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Interchange Diagonal Elements
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Check a Matrix is Identity or Not
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Matrix Arithmetic Operations
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Inverse of 2X2 & 3X3 Matrix
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Solving Linear Equations
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OLD_SKT_Python Engg Applications
14 Learning Materials
Transpose of a Matrix without using NumPy
Introduction to Transpose of Matrix
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Function to Input a Matrix : Code Explanation
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Function to Input a Matrix : Code Implementation
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Function to Transpose a Matrix : Code Explanation
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Function to Transpose a Matrix : Code Implementation
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Comparing with In-Built Function in NumPy
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Determinant of Matrix without using NumPy
Manually Calculating Determinant of Matrix
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Laplace Expansion to Calculate Determinant
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Function to Find Determinant : Code Explanation
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Function to Find Determinant : Code Implementation
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Comparing with In-Built Function in NumPy
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Cofactor & Minor Matrix without using NumPy
Introduction to Cofactors & Minor Matrix
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Function for Cofactors & Minor Matrix : Code Explanation
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Function for Cofactors & Minor Matrix : Code Implementation
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SKT_PG_Theory_Core Python
96 Learning Materials
Introduction to programming languages
Introduction to Programming Language
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Types of Computer Languages
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Evolution of Computer Languages - 1
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Evolution of Computer Languages - 2
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Programming Paradigms - 1
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Programming Paradigms - 2
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Programming Paradigms - 3
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Programming Paradigms - 4
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Programming Translators
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Types of Scripts
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Logics Building
Logics Building & Flowchart
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Algorithm & Pseudocode
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Introduction to Python
Introduction to Python
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Python Limitations and Libraries
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History of Python
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Features of Python
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Python Applications
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Python Implementations
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Python vs other Languages
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Characteristics of Python
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Python Environment Setup
Downloading & Installation of Python
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Python Real-time IDEs
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Python Program Execution
Python Program Execution
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Basic Syntax
Comments and Indentations in Python
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Keywords and Identifiers
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Variables
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Input and Output Operations
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Data Types
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Type Conversions
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Operators
Introduction to Operators
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Arithmetic Operators
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Assignment Operators
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Relational Operators
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Logical Operators
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Bitwise Operators
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Membership Operators
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Identity Operators
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Conditional Statements
Introduction to Conditional Statement
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Simple If Statement
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If-Else Statement
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If-Elif-Else Statement
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Nested If-Else Statement
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Short-Hand If Statement
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Jump Statement
Match Case
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Range() Function & Del Keyword
Range() Function and Delete Keyword
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Loops
Introduction to Loops
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While Loop
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For Loop
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Nested Loops
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Loop Control Statements
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Functions
Introduction to Functions
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Implementing Functions
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Classification of Functions
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Nested Functions
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Scope of Variables in Functions
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First Class Functions
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Anonymous Functions
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Recursive Functions
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Lists
Introduction to Lists
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Accessing List Elements
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List Operations
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Built in List Functions
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List Methods-1
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List Methods-2
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List Methods-3
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Tuples
Introduction to Tuples
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Accessing Tuple Elements
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Iterating Tuple Elements
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Built-in Tuple Functions
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Tuple Methods
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Strings - 1
Introduction to Strings
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Accessing Values from Strings
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String Operations - 1
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String Operations - 2
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String Manipulation Methods
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Strings - 2
String Validation and Transformation Methods
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String Analysis Methods
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Numeric String Methods
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String Searching and Manipulation
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Strings - 3
Advanced String Operations
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String Alignment Methods
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String Formatting Methods
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String Splitting Methods
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Mastering in String Operations
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Dictionaries
Introduction to Dictionaries
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Working With Dictionaries
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Accessing Keys & Values from Dictinaries
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Built-in Dictionary Methods-1
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Built-in Dictionary Methods-2
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Sets
Introduction to Sets
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Working with Sets
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Sets Built-in Methods - 1
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Sets Built-in Methods - 2
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Set Operations-1
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Set Operations-2
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Comprehensions
Comprehensions
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SKT_PG_Theory_Advance Python
35 Learning Materials
Memory Management
Dynamic Typing
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Modules & Packages
Modules
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Importing Modules
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Creating Modules
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Modules Search Path
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What are Packages
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Creating Packages
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Python DateTime
Data Time Module
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Time module
Time Module - 1
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Time Module - 2
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Python Calendar Module
Calendar Module
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Random Module
Random Module
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Cryptographically Secure Random Generator
UUID Module
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Other Modules in Python
OS Module
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Sys Module
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Logger Module
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JSON Module
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Exception Handling
Introduction to Exception Handling
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Types of Exception Handling
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Errors in Exception Handling
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Working with Exception Handling
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Raising Exception and Creating User Defined Exception
Raising an Exception
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Exception Chaining
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Exception Lifecycle
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Warnings in Exception Handling
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File Handling in Python
Introduction to File Handling
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Types of Files & File Paths
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Types of File Access Modes
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Types of Binary File Access Modes
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Working with Binary File Access Modes
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Create File in Python
Creating an Empty Text File
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Creating File In A Specific Directory
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Open a File in Python
Access Modes for Opening a File
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Read File in Python
Reading a File
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Reading a File into List
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SKT_PG_Theory_OOPS with Python
27 Learning Materials
Introduction to OOPs
Introduction to Object Oriented Programming
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Classes and Objectes
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Class Variables and Instance Variables
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Constructor & Destructor Methods
Constructor method
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Destructor Method
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Types of methods
Types of methods
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Inheritance
Introduction to inheritance
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Multiple Inheritance
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Multilevel Inheritance
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Hierarchial Inheritance
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Hybrid Inheritance
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More on Inheritance
Super() function
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Method Overriding
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Method Resolution Order
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Polymorphism
Introduction to Polymorphism
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Polymorphic Function and Duck Typing
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Method Overriding
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Method Overloading
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Operator Overloading
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Introduction to encapsulation
Introduction to Encapsulation
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Access Modifiers
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Getters and Setters
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Abstraction
Abstraction
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Closures and Decorators
Closures
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Decorators
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Iterators and Generators
Iterators
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Generators
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Course Instructor
TBOCWWB
137 Courses • 108145 Students
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