diff --git a/deque/DequeImple.py b/Deque/DequeImple.py
similarity index 100%
rename from deque/DequeImple.py
rename to Deque/DequeImple.py
diff --git a/Deque/README.md b/Deque/README.md
new file mode 100644
index 0000000..77f2e94
--- /dev/null
+++ b/Deque/README.md
@@ -0,0 +1,9 @@
+# Deque
+
+This directory contains Python implementations of the Deque (Double-Ended Queue) data structure.
+
+## Contents
+
+- [Deque Implementation](DequeImple.py): Basic implementation of a Deque using a Python list.
+  - `addFront()` and `removeFront()`: $O(1)$ complexity as they operate on the end of the list.
+  - `addRear()` and `removeRear()`: $O(n)$ complexity due to list shifting when inserting/popping at index 0.
diff --git a/Error-debug/ErrorExceptions.py b/ErrorHandling/ErrorExceptions.py
similarity index 100%
rename from Error-debug/ErrorExceptions.py
rename to ErrorHandling/ErrorExceptions.py
diff --git a/Error-debug/README.md b/ErrorHandling/README.md
similarity index 92%
rename from Error-debug/README.md
rename to ErrorHandling/README.md
index c8bc4d4..93599e6 100644
--- a/Error-debug/README.md
+++ b/ErrorHandling/README.md
@@ -1,4 +1,4 @@
-# Error and Debugging
+# Error Handling
 
 This directory contains examples of error handling and debugging techniques in Python.
 
diff --git a/Queues/README.md b/Queues/README.md
index a1c90d0..5875ab7 100644
--- a/Queues/README.md
+++ b/Queues/README.md
@@ -4,5 +4,7 @@ This directory contains Python implementations of the Queue data structure.
 
 ## Contents
 
-- [Queue Implementation](QueueImple.py): Basic implementation of a FIFO (First-In-First-Out) queue using a Python list. Includes `enqueue`, `dequeue`, `isEmpty`, and `size` methods.
-- [Queue with Two Stacks](QueueWith2StacksImple.py): Implements a queue using two stacks (represented by Python lists) to achieve FIFO behavior.
+- [Queue Implementation](QueueImple.py): Basic implementation of a FIFO (First-In-First-Out) queue using a Python list.
+  - `enqueue()`: $O(n)$ complexity due to `insert(0)`.
+  - `dequeue()`: $O(1)$ complexity using `pop()`.
+- [Queue with Two Stacks](QueueWith2StacksImple.py): Implements a queue using two stacks to achieve FIFO behavior with $O(1)$ amortized complexity for both `enqueue` and `dequeue`.
diff --git a/README.md b/README.md
index b8de7d5..633fadd 100644
--- a/README.md
+++ b/README.md
@@ -38,16 +38,16 @@ See [CONTRIBUTING.md](CONTRIBUTING.md) for more details.
 - [Getting Started](#getting-started)
 - [Project Structure](#project-structure)
 - [Data Structures](#data-structures)
-  - [Arrays](#arrays)
-  - [Linked Lists](#linked-lists)
-  - [Stacks](#stacks)
-  - [Queues](#queues)
-  - [Deque](#deque)
-  - [Trees](#trees)
+- [Arrays](#arrays-)
+- [Linked Lists](#linked-lists-)
+- [Stacks](#stacks-)
+- [Queues](#queues-)
+- [Deque](#deque-)
+- [Trees](#trees-)
 - [Algorithms](#algorithms)
-  - [Sorting](#sorting)
-  - [Recursion & Dynamic Programming](#recursion--dynamic-programming)
-  - [Graph Algorithms](#graph-algorithms)
+  - [Sorting](#sorting-)
+  - [Recursion & Dynamic Programming](#recursion--dynamic-programming-)
+  - [Graph Algorithms](#graph-algorithms-)
 - [Error Handling & Debugging](#error-handling--debugging)
 - [Usage](#usage)
 - [Quick Reference](#quick-reference)
@@ -80,7 +80,8 @@ python3 Sorting/BubbleSortImple.py
 ```
 .
 ├── Arrays/              # 🔤 Array-based problems and algorithms
-├── Error-debug/         # ⚠️ Error handling and debugging examples
+├── Deque/               # 🔄 Double-ended queue
+├── ErrorHandling/       # ⚠️ Error handling and debugging examples
 ├── GraphAlgorithms/     # 🗺️ Graph traversal (BFS, DFS) and pathfinding
 ├── LinkedLists/         # 🔗 Singly and Doubly Linked Lists
 ├── Queues/              # 📦 Queue implementations (FIFO)
@@ -88,7 +89,6 @@ python3 Sorting/BubbleSortImple.py
 ├── Sorting/             # 📊 Common sorting algorithms
 ├── Stacks/              # 📚 Stack implementations and applications
 ├── Trees/               # 🌳 Binary Trees, BSTs, Heaps, and Traversals
-├── deque/               # 🔄 Double-ended queue
 ├── CONTRIBUTING.md      # 🤝 Contribution guidelines
 ├── LICENSE              # 📄 MIT License
 └── README.md            # 📖 This file
@@ -123,7 +123,7 @@ FIFO (First-In-First-Out) data structures.
 
 ### Deque 🔄
 Double-ended queue operations.
-- [Deque Implementation](deque/DequeImple.py): Operations at both ends
+- [Deque Implementation](Deque/DequeImple.py): Operations at both ends
 
 ### Trees 🌳
 Hierarchical data structures.
@@ -168,7 +168,7 @@ Algorithms for graph traversal and pathfinding.
 
 ## ⚠️ Error Handling & Debugging
 
-- [Error and Exceptions](Error-debug/ErrorExceptions.py): Demonstrates `try`, `except`, `else`, and `finally` blocks for robust error handling.
+- [Error and Exceptions](ErrorHandling/ErrorExceptions.py): Demonstrates `try`, `except`, `else`, and `finally` blocks for robust error handling.
 
 ---
 
diff --git a/Stacks/README.md b/Stacks/README.md
index e799a74..048e05d 100644
--- a/Stacks/README.md
+++ b/Stacks/README.md
@@ -4,5 +4,5 @@ This directory contains Python implementations of the Stack data structure and i
 
 ## Contents
 
-- [Stack Implementation](StackImple.py): Basic implementation of a LIFO (Last-In-First-Out) stack using a Python list. Includes `push`, `pop`, `peek`, `isEmpty`, and `size` methods.
-- [Balanced Parentheses Check](BalanceParenthlessCheckImple.py): Uses a stack to check if a string of opening and closing parentheses (round, square, and curly) is balanced.
+- [Stack Implementation](StackImple.py): Basic implementation of a LIFO (Last-In-First-Out) stack using a Python list. All operations (`push`, `pop`, `peek`) are $O(1)$.
+- [Balanced Parentheses Check](BalanceParenthlessCheckImple.py): Uses a stack to check if a string of opening and closing parentheses is balanced in $O(n)$ time.
diff --git a/deque/README.md b/deque/README.md
deleted file mode 100644
index 046a17f..0000000
--- a/deque/README.md
+++ /dev/null
@@ -1,7 +0,0 @@
-# Deque
-
-This directory contains Python implementations of the Deque (Double-Ended Queue) data structure.
-
-## Contents
-
-- [Deque Implementation](DequeImple.py): Basic implementation of a Deque using a Python list. Includes operations like `addFront`, `addRear`, `removeFront`, `removeRear`, `isEmpty`, and `size`.