diff --git a/03. Stacks and queues/README.md b/03. Stacks and queues/README.md
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+# Chapter 3: Stacks and queues
+
+## Implementing a stack
+
+It uses LIFO (last in first out) ordering. Uses the following operations
+
+* `pop()`: remove top item from stack
+* `push(item)`: add item to top of stack
+* `peek()`: return top of stack
+* `isEmpty()`: true if and only if the stack is empty
+
+Doesn't offer constant-time access to the `i`th item. But it allows constant-time additions and removals.
+
+```java
+public class MyStack<T> {
+    private static class StackNode<T> {
+        // attributes of nodes in the stack
+        private T data;
+        private StackNode<T> next;
+
+        public StackNode(T data){
+            this.data = data;
+        }
+    }
+
+    // attribute of the stack
+    private StackNode<T> top;
+
+    public T pop() {
+        if (top == null){
+            throw new EmptyStackException();
+        }
+        T item = top.data;
+        top = top.next;
+        return item;
+    }
+
+    public void push(T item) {
+        StackNode<T> t = new StackNode<T>(item);
+        t.next = top;
+        top = t;
+    }
+
+    public T peek() {
+        if (top == null){
+            throw new EmptyStackException();
+        }
+        return top.data;
+    }
+
+    public boolean isEmpty() {
+        return top == null;
+    }
+}
+```
+
+Stacks can be useful in recursive algorithms when you need to push temporary data onto a stack as you recurse, but then remove as you backtrack. It can also be used to implement a recursive algorithm iteratively.
+
+## Implementing a queue
+
+A queue implements FIFO (first in, first out) ordering. Items are removed from the queue in the same order that they are added. Uses the following operations
+
+* `add(item)`: add item to end of list
+* `remove()`: remove first item in the list
+* `peek()`: return top of queue
+* `isEmpty()`: true if and only if the queue is empty
+
+A queue and a linked list are essentially the same thing as long as items are added and removed from opposite sides.
+
+```java
+public class MyQueue<T> {
+    private static class QueueNode<T> {
+        private T data;
+        private QueueNode<T> next;
+
+        public QueueNode(T data) {
+            this.data = data;
+        }
+    }
+
+    private QueueNode<T> first;
+    private QueueNode<T> last;
+
+    public void add(T item) {
+        QueueNode<T> t = new QueueNode<T>(item);
+        if (last != null){
+            last.next = t;
+        }
+        last = t;
+        if (first == null) {
+            first = last;
+        }
+    }
+
+    public T remove() {
+        if(first == null) throw new NoSuchElementException();
+        T data = first.data;
+        first = first.next;
+        if (first == null) {
+            last = null;
+        }
+        return data;
+    }
+
+    public T peek() {
+        if(first == null) throw new NoSuchElementException();
+        return first.data;
+    }
+
+    public boolean isEmpty() {
+        return first = null;
+    }
+}
+```
+
+It is very easy to mess up the updating of the first and the last nodes in a queue, remember to double check. Usually queues are used in breadth-first search or in implementing a cache.
+
+In breadth-first search, a queue is used to store a list of the nodes that need to be processed. Each time a node is processed, we add its adjacent nodes to the back of the queue. this allows for nodes to be processed in the order they are viewed.
diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,5 +1,7 @@
 # Cracking the coding interview exercises and notes
 
+If you can't afford to buy the book, you can find a free pdf [here](https://leonmercanti.com/books/personal-development/Cracking%20the%20Coding%20Interview%20189%20Programming%20Questions%20and%20Solutions.pdf).
+
 ## Introduction
 
 1. Big O
@@ -26,11 +28,11 @@
 * Partition list
 * Sum lists
 * Check if palindrome
-* List intersection
-* Loop detection
 * Insert node at beginning
 * Insert node at end
 * Reverse list, single and double linked
+* List intersection
+* Loop detection
 
 ## Chapter 7 Object-oriented design
 
@@ -38,8 +40,14 @@
 
 ## Chapter 8 Recursion
 
-* Magic index
+* Magic index (index such that A[i] = 1)
 
 ## Chapter 10 Sorting and searching
 
-* Sorted matrix search
\ No newline at end of file
+* Sorted matrix search
+
+## Chapter 16 Moderate problems
+
+* Write an integer in english
+* Contiguous sequence or Maximum subarray
+* Least Recently Used cache