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Course Overview
Schedule of Classes
Course Curriculum
10 Subjects
OLD_SKT_PG_Theory_Python
157 Learning Materials
Introduction to Programming Languages
Programming Language Paradigm
External Link
Imperative Programming Languages
External Link
Declarative Programming Languages
External Link
History of Programming Languages
External Link
Classification of Programming Languages
Machine Level Programming Language
External Link
Assembly Level Programming Language
External Link
High Level Programming Language
External Link
High Level Programming Languages
Introduction
External Link
FOTRAN
External Link
COBOL
External Link
ALGOL
External Link
BCPL & PASCAL
External Link
C Language
External Link
C++
External Link
JAVA
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Python
External Link
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
External Link
Editors & IDE's
Introduction to IDE
External Link
PyCharm
External Link
Anaconda
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Spyder
External Link
Jupyter
External Link
Running Python Script
External Link
Getting Started with Python Programming
Creating your First Python Program
External Link
Reading & Printing to Screen
External Link
Interactive & Script Mode
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Python File Extensions
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Basic Concepts in Python
Shell as a Calculator
External Link
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
External Link
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
External Link
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
External Link
Passing Mutable Objects
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Functions : First Class Functions
Assigning a Function to Variable
External Link
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
External Link
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
External Link
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
External Link
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
External Link
Matrix Arithmetic Operations
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Inverse of 2X2 & 3X3 Matrix
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Solving Linear Equations
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SKT_PG_Theory_Core Python
96 Learning Materials
Introduction to programming languages
Introduction to Programming Language
External Link
Types of Computer Languages
External Link
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
External Link
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
External Link
Keywords and Identifiers
External Link
Variables
External Link
Input and Output Operations
External Link
Data Types
External Link
Type Conversions
External Link
Operators
Introduction to Operators
External Link
Arithmetic Operators
External Link
Assignment Operators
External Link
Relational Operators
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Logical Operators
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Bitwise Operators
External Link
Membership Operators
External Link
Identity Operators
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Conditional Statements
Introduction to Conditional Statement
External Link
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
External Link
Range() Function & Del Keyword
Range() Function and Delete Keyword
External Link
Loops
Introduction to Loops
External Link
While Loop
External Link
For Loop
External Link
Nested Loops
External Link
Loop Control Statements
External Link
Functions
Introduction to Functions
External Link
Implementing Functions
External Link
Classification of Functions
External Link
Nested Functions
External Link
Scope of Variables in Functions
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First Class Functions
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Anonymous Functions
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Recursive Functions
External Link
Lists
Introduction to Lists
External Link
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
External Link
Accessing Tuple Elements
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Iterating Tuple Elements
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Built-in Tuple Functions
External Link
Tuple Methods
External Link
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
External Link
SKT_PG_Theory_Advance Python
35 Learning Materials
Memory Management
Dynamic Typing
External Link
Modules & Packages
Modules
External Link
Importing Modules
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Creating Modules
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Modules Search Path
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What are Packages
External Link
Creating Packages
External Link
Python DateTime
Data Time Module
External Link
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
External Link
Cryptographically Secure Random Generator
UUID Module
External Link
Other Modules in Python
OS Module
External Link
Sys Module
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Logger Module
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JSON Module
External Link
Exception Handling
Introduction to Exception Handling
External Link
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
External Link
Types of Files & File Paths
External Link
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
External Link
Read File in Python
Reading a File
External Link
Reading a File into List
External Link
SKT_PG_Theory_OOPS with Python
27 Learning Materials
Introduction to OOPs
Introduction to Object Oriented Programming
External Link
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
External Link
Types of methods
Types of methods
External Link
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
External Link
Closures and Decorators
Closures
External Link
Decorators
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Iterators and Generators
Iterators
External Link
Generators
External Link
OLD_SKT_Python Engg Applications
14 Learning Materials
Transpose of a Matrix without using NumPy
Introduction to Transpose of Matrix
External Link
Function to Input a Matrix : Code Explanation
External Link
Function to Input a Matrix : Code Implementation
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Function to Transpose a Matrix : Code Explanation
External Link
Function to Transpose a Matrix : Code Implementation
External Link
Comparing with In-Built Function in NumPy
External Link
Determinant of Matrix without using NumPy
Manually Calculating Determinant of Matrix
External Link
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
External Link
Function for Cofactors & Minor Matrix : Code Explanation
External Link
Function for Cofactors & Minor Matrix : Code Implementation
External Link
SKT_WD_Theory_HTML
48 Learning Materials
Web Design
Introduction to Web Design
External Link
Evolution of Web Design
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Role of Web Designer
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Web Design Principles & Best Practices
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Web Design Process
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Color Theory
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Understanding the Web
How the Internet Works
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Internet vs World Wide Web
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Browsers, Servers & Clients
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Domain Names & Web Hosting
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Introduction to HTML
HTML & Its Role
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Evolution of HTML
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Syntax & Structure
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HTML Document Structure
DOCTYPE
External Link
Meta Tags for SEO
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HTML Comments
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Text Formatting & Semantic Elements
Heading Tags
External Link
Paragraph Tag & Line Break Tag
External Link
Text-Formatting Tags
External Link
Semantic Elements
External Link
Links and Navigation
Anchor Tag
External Link
Image & Media Tags
Image Tag
External Link
Audio Tag & Video Tag
External Link
Embedding Multimedia
External Link
Lists
List in HTML
External Link
Tables
Creating Tables & Structure
External Link
Attributes of the table Tag
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HTML Forms
HTML Forms
External Link
Text & Password Inputs
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Check Boxes & Radio Buttons
External Link
Select Menus & Option List
External Link
File Uploading in HTML
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Button
External Link
Color
External Link
Date
External Link
DateTime-Local
External Link
External Link
Hidden
External Link
Image Button
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Month
External Link
Number
External Link
Range
External Link
Reset
External Link
Tel
External Link
Time
External Link
URL
External Link
Week
External Link
Form Accessibility
External Link
SKT_WD_Theory_CSS
54 Learning Materials
Introduction to CSS
CSS & it's Importance
External Link
CSS Syntax & Structure
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Inline, Internal & External CSS
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Understanding Selectors
Simple Selectors
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Attribute Selectors
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Pseudo-class Selectors
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Pseudo-element Selectors
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Combinator Selectors
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Specificity
Specificity of Inline, Internal & External CSS
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Specificity Hierarchy
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Box Model and Positioning Elements
Understanding the Box Model
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Padding
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Border
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Margin
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Positioning Elements
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Typography and Text Styling
Font Properties
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Working with Web Fonts
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Text Styling
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Text Spacing
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Colors and Backgrounds
Using Color Values
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Applying Background Colors & Images
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Working with Gradients & Patterns
Linear Gradient
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Radial Gradients
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Conical Gradient
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Using CSS Patterns
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Layout in CSS
Introduction to CSS Layout Techniques
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Understanding the Display Property
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Types of Layouts
Introduction to Grid Layout
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Grid Container
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Grid Items
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Creating Flexible Layouts with FlexBox
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Flex Container
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Flex Items
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Responsive Design
Media Queries & Responsive Breakpoints
External Link
Building Responsive Layouts
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Mobile-First Approach v/s Desktop-First Approach
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Transitions and Animations
Transitions & Animations
External Link
Transition Properties
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Introduction to Animations
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KeyFrames and Complex Animations
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Transformations and Transforms
Applying Transformations
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Applying 3D Transforms
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Translate Function
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Scale() Function
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Perspective Function
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Building CSS Components
Button
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Button Animations & Transitions
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Button Group
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Dropdown
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Cards
External Link
Navigation Bar
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List Group
External Link
Breadcrumbs
External Link
Styling Form Elements
External Link
SKT_WD_Theory_Javascript
128 Learning Materials
Introduction to JavaScript
What is JavaScript?
External Link
Brief history & evolution of JavaScript
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Setting up development environment
External Link
How to include JavaScript?
External Link
JavaScript Basics
Comments in JavaScript
External Link
Keywords & Identifiers
External Link
Javascript I/O statements
JS Input & Output Statements
External Link
Variables and data types
Variables
External Link
Data -Types
External Link
Operators and expressions
Introduction to Operators
External Link
Arithmetic Operators
External Link
Assignment Operators
External Link
Relational Operators
External Link
Identically Equal Operators
External Link
Logical Operators
External Link
Bitwise Operators
External Link
Increment & Decrement Operators
External Link
Ternary Operators
External Link
Type Operator
External Link
Conditionals Statements
if conditional statements
External Link
Switch Statement
External Link
loops
Introduction to Loops
External Link
for loop
External Link
while loop
External Link
do while loop
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Loop control statements
External Link
Functions
Introduction to Functions
External Link
Implementing Functions
External Link
Classification of Functions
External Link
Nested Functions
External Link
Scope of Variables in Functions
External Link
Recursive functions
External Link
Strings and String Manipulation
Creating & manipulating strings
External Link
String Properties
External Link
Modifying strings
External Link
Extracting substrings
External Link
Searching within strings
External Link
Template literals & string interpolation
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Arrays and Objects
Array
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Array Methods & Properties
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Introduction to Objects
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Accessing & Modifying Object Properties
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Adding & Deleting Object Properties
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Object Methods & "this" Keyword
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Object Oriented Programming
Core OOP Principles
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Classes
External Link
Constructor
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Accessing & Modifying Object Properties_ES6
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Adding & Deleting Object Properties
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Object Property & Attributes
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Prototype & Prototypal Inheritance
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Inheritance
External Link
Polymorphism
External Link
Encapsulation
External Link
Abstraction
External Link
Date Functions
Date Functions
External Link
Time Functions
Time Functions
External Link
Intervals in Javascript
Intervals in Javascript
External Link
Asynchronous JavaScript
Introduction to asynchronous programming
External Link
Callback Functions
External Link
Promises
External Link
Introduction to async/await
External Link
Error Handling and Debugging
JavaScript errors
External Link
Error Handling
External Link
Debugging techniques & tools
External Link
ES6 and Modern JavaScript
Arrow functions
External Link
Destructuring in JavaScript
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Spread & Rest Operators
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Modules & import/export
External Link
Introduction to APIs
Web APIs & Technologies
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Making HTTP requests
External Link
Introduction to HTTP methods
External Link
Sending Request Headers & Data
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Consuming & parsing JSON data
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Introduction to the Document Object Model (DOM)
What is DOM Model?
External Link
Tree-like structure of DOM
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Parent -Child relationships
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Window Objects in DOM
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Document Object
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Accessing HTML elements
External Link
Traversing and searching the DOM
Navigating the DOM tree
External Link
Forward & Backward Traversing
External Link
Element Searching Methods
External Link
Nodelists & HTML collections
External Link
Loops in Node Lists
External Link
DOM Manipulation Basics
Modifying element content
External Link
Changing element attributes
External Link
Adding or removing elements
External Link
Working with events
Introduction to events
External Link
Event Loop in JavaScript
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Registering Event Handlers
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Mouse Events
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Keyboard Events
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Form Events
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Window Events
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Clipboard Events
External Link
Drag & Drop Events
External Link
Media Events
External Link
Event delegation & propagation
External Link
Styling and CSS manipulation
Changing element styles
External Link
Adding & removing CSS classes
External Link
Getting & setting element dimensions
External Link
Handling forms and user input
Form Elements
External Link
Validating Form Input
External Link
form submission & handling
External Link
Advanced DOM techniques and APIs
Working with history API
External Link
Drag & Drop API
External Link
Web Storage API
External Link
Using Fetch API
External Link
Javascript projects
Weather Application
External Link
Calculator Application_Part 1(HTML)
External Link
Calculator Application_Part 2(CSS)
External Link
Calculator Application_Part 3(JAVASCRIPT)
External Link
Digital Clock
External Link
Create a Background Video
External Link
Color pallette generator
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To-do-list_Part 1
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To-do-list_Part 2
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Quiz Application_Introduction
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Quiz Application_HTML
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Quiz Application_CSS-Part I
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Quiz Application_CSS-Part II
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Quiz Application_JavaScript-Part I
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Quiz Application_JavaScript-Part II
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Quiz Application_JavaScript-Part III
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Quiz Application_Recap
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Tic Tac Toe Game - I
External Link
Tic Tac Toe Game - II
External Link
SKT_WD_Theory_Mongo DB
60 Learning Materials
Introduction to NoSQL
Introduction to NoSQL
External Link
Variation of SQL & NoSQL
External Link
Introduction to MongoDB
Overview of MongoDB
External Link
Features of MongoDB
External Link
MongoDB vs. Other NoSQL Databases
External Link
Setting Up MongoDB Environment
Installing & Configuring
External Link
Basic Database & Collection Commands
Database commands
External Link
Collection Commands
External Link
Data Types In Mongodb
Data-Types - I
External Link
Data-Types-II
External Link
Data Modeling
Data Modeling
External Link
Document Structure & Design
External Link
CRUD Operations
Overview of CRUD Operations
External Link
Create Documents
External Link
Read Documents
External Link
Update Documents
External Link
Delete Documents
External Link
MongoDB Methods
Additional Methods
External Link
Operators
Introduction to Operators
External Link
Comparison Operators-I
External Link
Comparison Operators-II
External Link
Logical Operators
External Link
Update Operators-I
External Link
Update Operators-II
External Link
Aggregation Operators-I
External Link
Aggregation Operators-II
External Link
Evaluation Operator
External Link
Bitwise Operators
External Link
Projection Operators
External Link
Element Operators
External Link
Array Query Selectors
Array Query Selectors
External Link
Indexing in MongoDB
Overview of Indexes
External Link
Creating & Managing Indexes
External Link
Indexing Best Practices
External Link
Manage Colletions
Capped Collections
External Link
Regular Collections
External Link
TTL (time-to-live) Collections
External Link
Encrypted Collections
External Link
Aggregation Framework
Introduction to Aggregation
External Link
Common Stages
External Link
Advanced Aggregation Techniques
External Link
Replication & Sharding
Introduction to Replication
External Link
Configuration of Replica Sets
External Link
Introduction to Sharding
External Link
Types of Sharding
External Link
Configuration of Sharding
External Link
Advanced Features
MapReduce
External Link
Text Search
External Link
Rockmongo
External Link
GridFS
External Link
Performance Tuning
Monitoring
External Link
Profiling
External Link
Performance Optimization Techniques
Caching strategies
External Link
Connection pooling
External Link
Backup & Recovery
Creating Backups
External Link
Backup Strategies
External Link
Recovery Techniques
External Link
Security Best Practices
Authentication
External Link
Authorization
External Link
Data Encryption
External Link
SKT_WD_Theory_Node JS
18 Learning Materials
Introduction to Nodejs
Introduction of Node js
External Link
History &Evolution of Nodejs
External Link
JavaScript on the Server
External Link
Setting Up node js Environment
Installing Nodejs & npm
External Link
Nodejs REPL
External Link
Console & System Essentials
Console Methods in Nodejs
External Link
Process & Global Objects
External Link
Basic Nodejs Debugging
External Link
Nodejs Module Concepts
Nodejs Architecture
External Link
Overview of Core Modules
External Link
Module System in Node.js
External Link
Advanced Module Concepts
External Link
File System & Path Module
Reading and Writing Files
External Link
Working with Directories
External Link
Path Module
External Link
Asynchronous Programming
Callbacks
External Link
Types of Callbacks
External Link
Promises
External Link
Course Instructor
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137 Courses • 108145 Students
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