diff --git a/Hashmap.py b/Hashmap.py
new file mode 100644
index 00000000..1c22fc32
--- /dev/null
+++ b/Hashmap.py
@@ -0,0 +1,67 @@
+#// Time Complexity : Averge of O(1) unless everything ends up in one bucket.
+#// Space Complexity : O(N)
+#// Did this code successfully run on Leetcode : Yes
+#// Any problem you faced while coding this : Had mutliple issues when converting theory concept to coding like referncing to one with 10000 copies of it. 
+
+
+#// Your code here along with comments explaining your approach
+#using array of buckets and small list to store collions.
+#used modulo function as hashing function to find key
+
+class MyHashMap(object):
+
+    def __init__(self):
+        self.size = 1001
+        self.table = [[] for _ in range(self.size)]
+
+    def _hash(self,key):
+        return key % self.size    
+
+    def put(self, key, value):
+        """
+        :type key: int
+        :type value: int
+        :rtype: None
+        """  
+        index = self._hash(key)
+        bucket = self.table[index]
+
+        for pair in bucket:
+            if pair[0] == key:
+                pair[1] = value
+                return
+        bucket.append([key,value])
+          
+
+    def get(self, key):
+        """
+        :type key: int
+        :rtype: int
+        """
+        index = self._hash(key)
+        bucket = self.table[index]
+
+        for pair in bucket:
+            if pair[0] == key:
+                return pair[1]
+        return -1
+
+    def remove(self, key):
+        """
+        :type key: int
+        :rtype: None
+        """
+        index = self._hash(key)
+        bucket = self.table[index]
+
+        for i,pair in enumerate(bucket):
+            if pair[0] == key:
+                bucket.pop(i)
+                return
+        
+
+# Your MyHashMap object will be instantiated and called as such:
+# obj = MyHashMap()
+# obj.put(key,value)
+# param_2 = obj.get(key)
+# obj.remove(key)
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diff --git a/Queue_using_stacks.py b/Queue_using_stacks.py
new file mode 100644
index 00000000..3cc4a1d2
--- /dev/null
+++ b/Queue_using_stacks.py
@@ -0,0 +1,52 @@
+#// Time Complexity : Amortised O(1), Worst case O(n)
+#// Space Complexity : O(n)
+#// Did this code successfully run on Leetcode : Yes
+#// Any problem you faced while coding this : No
+
+
+#// Your code here along with comments explaining your approach
+# Use one in stock to push and other out stack to pop. 
+# When pop or peek is called, check if out stack is empty.
+# If it is empty then pop all elements from in stack and push to out stack. 
+
+class MyQueue(object):
+
+    def __init__(self):
+        self.in_stack = []
+        self.out_stack = []
+        
+
+    def push(self, x):
+        """
+        :type x: int
+        :rtype: None
+        """
+        self.in_stack.append(x)
+
+    def pop(self):
+        """
+        :rtype: int
+        """
+        self.peek()
+        return self.out_stack.pop()
+
+    def peek(self):
+        """
+        :rtype: int
+        """
+        if not self.out_stack:
+            while self.in_stack:
+                self.out_stack.append(self.in_stack.pop())
+        return self.out_stack[-1]  
+
+    def empty(self):
+        """
+        :rtype: bool
+        """
+        return not self.out_stack and not self.in_stack
+
+# obj = MyQueue()
+# obj.push(x)
+# param_2 = obj.pop()
+# param_3 = obj.peek()
+# param_4 = obj.empty()
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