Context-Free Languages and Chomsky Hierarchy: Defining Languages Classes in NLP Tasks

Regular Languages: Properties, Limitations, and Applications in NLP

Truth Tables Calculation with T and F

Propositional Equivalences (Tautologies, Contradictions, Equivalence Laws)

Truth Table (Theory)

Logical Connectives

Logical Statements

Propositional Logic

Linguistic Formalisms: Understanding Syntactic Structures and How Formal Languages describes them

Basic Notations and Language Classes in NLP

Evolution of Internet, and Hyperconnectivity

Multinomial Distribution

Bernoulli Distribution

Poisson Distribution

Binomial Distribution

Prior and Posterior Probability

Marginal Probability

Joint Probability (Dependent and Independent)

Conditional Probability

Subjective Probability

Empirical Probability

Classical Probability

Broadcast Media, Music Industry, Interpersonal & Internet Communication, Network Community

NLP Applications: Real-World Examples

Introduction to Machine Learning and its Integration with NLP

Natural Language Understanding (NLU): Concept, Challenges and Applications in AI

Introduction to Computing, Traditional and New Media, Utopia and Dystopia

Mastering Sorting Algorithms: A Comprehensive Guide to Bubble Sort, Merge Sort, Quick Sort & More

Algorithm Design Paradigm: A Comprehensive Overview

Asymptotic Notations And Analysis

Generation Z and the Rise of Technology(Impacts & Categories)

Detecting Corruption Sentiment: A Hybrid SBERT and Rule-Based Framework for Implicit Subjectivity

DEFENSE DONE (RESEARCH PAPER) SERMAX QUICKSORT

TOP-DOWN PARSING: Performing Predictive Parsing Using a Stack

TOP-DOWN PARSING: Constructing an LL(1) Parsing Table Using FIRST and FOLLOW Sets

TOP-DOWN PARSING: Computing FIRST and FOLLOW Sets in CFG

BOTTOM-UP PARSING: Solving Using Stack-Based Shift-Reduce Parsing

CONTEXT-FREE GRAMMAR: Constructing a Parse Tree Using Rightmost Derivation (RMD)

CONTEXT-FREE GRAMMAR: Constructing a Parse Tree Using Leftmost Derivation (LMD)

CONTEXT-FREE GRAMMAR: Deriving an Expression Using Rightmost Derivation (RMD)

CONTEXT-FREE GRAMMAR: Deriving an Expression Using Leftmost Derivation (LMD)

CONVERT FINITE AUTOMATON TO REGULAR GRAMMAR

CONVERT REGULAR GRAMMAR TO FINITE AUTOMATON

MERGE SORT(SORTING TECHNIQUE)

BUBBLE SORT(SORTING TECHNIQUE)

INSERTION SORT(SORTING TECHNIQUE)

SELECTION SORT(SORTING TECHNIQUE)

BELLMAN FORD ALGORITHM (SHORTEST PATH TECHNIQUE) GRAPH

DIJKSTRA’S ALGORITHM (SHORTEST PATH TECHNIQUE) GRAPH

REVERSE-DELETE ALGORITHM MINIMUM SPANNING TREE (GRAPH)

BORUVKA’S ALGORITHM MINIMUM SPANNING TREE (GRAPH)

KRUSKAL’S ALGORITHM MINIMUM SPANNING TREE (GRAPH)

PRIM’S ALGORITHM MINIMUM SPANNING TREE (GRAPH)

GRAPH BREADTH-FIRST SEARCH (BFS)

GRAPH DEPTH-FIRST SEARCH (DFS)

GRAPH EDGE DELETION BY ADJACENCY LIST

GRAPH VERTEX DELETION BY ADJACENCY LIST

GRAPH EDGE DELETION BY ADJACENCY MATRIX

GRAPH VERTEX DELETION BY ADJACENCY MATRIX

GRAPH EDGE INSERTION BY ADJACENCY LIST