diff --git a/docs/.vitepress/config.js b/docs/.vitepress/config.js
index 6823027..114e694 100644
--- a/docs/.vitepress/config.js
+++ b/docs/.vitepress/config.js
@@ -20,7 +20,12 @@ const pythonSidebar = [
             {text: 'Collections', link: '/python/advanced/collections'},
             {text: 'Dates', link: '/python/advanced/dates'},
             {text: 'Debugging', link: '/python/advanced/debugging'},
-            
+            {text: 'Files', link: '/python/advanced/files'},
+            {text: 'Math', link: '/python/advanced/math'},
+            {text: 'Regex', link: '/python/advanced/regex'},
+            {text: 'Testing', link: '/python/advanced/tests'},
+            {text: 'Timing', link: '/python/advanced/timing'},
+            {text: 'Zipping', link: '/python/advanced/zip'}
         ]
     }
 ]
diff --git a/docs/python/advanced/files.md b/docs/python/advanced/files.md
new file mode 100644
index 0000000..5353a7f
--- /dev/null
+++ b/docs/python/advanced/files.md
@@ -0,0 +1,33 @@
+# Files
+
+## Creating/writing to a file
+```python
+# Using with will automatically close the file
+with f as open('test.txt', 'w+'):
+    f.write("Testing 1,2,3...")
+```
+
+## Reading directories
+```python
+import os
+print(os.getcwd()) # Returns working directory (where you run python command from)
+print(os.listdir()) # Returns everything in current dir
+print(os.listdir('../some_path')) 
+
+# You can also 'walk' a directory to get a tuple of directory info for each entry
+for folder,sub_folders,files in os.walk(os.getcwd() + "/src"):
+    print(f"Currently looking at {folder}")
+    print(f"Subfolders are {sub_folders}")
+    print(f"Files in this dir are {files}")
+```
+
+## Moving files
+```python
+import shutil
+shutil.move('test.txt', '../dest');
+```
+
+## Deleting files
+```python
+os.unlink('test.txt')
+```
\ No newline at end of file
diff --git a/docs/python/advanced/math.md b/docs/python/advanced/math.md
new file mode 100644
index 0000000..d67ff43
--- /dev/null
+++ b/docs/python/advanced/math.md
@@ -0,0 +1,45 @@
+# Math
+
+Math functions in python do not edit the arguments, they return values.
+
+```python
+import math
+
+value = 4.35
+print(math.floor(value)) # 4
+print(math.ceil(value)) # 5
+
+# Round does as you'd expect, except in cases of .5 it goes to the even number
+print(round(4.5)) # 4
+print(round(5.5)) # 6
+
+print(math.pi)
+print(math.e)
+print(math.inf)
+print(math.nan)
+
+radians = math.sin(10) # returns radians
+degrees = math.degrees(radians)
+radians = math.radians(degrees)
+```
+
+## Random numbers
+```python
+import random
+
+rand = random.randint(0,100)
+
+# Use seed to always get same random values
+random.seed(42)
+rand = random.randint(0,100) # Should always get the same value every run
+print(rand)
+
+mylist = list(range(0,20))
+print(random.choice(mylist))
+
+print(random.choices(population=mylist, k=10))   # Chooses 5 items with replacement, aka the same element can be picked multiple times
+print(random.sample(population=mylist, k=10))   # Chooses items without replacement, meaning you can only pick one element once
+
+random.shuffle(mylist)  # Shuffles list in place
+print(mylist)
+```
\ No newline at end of file
diff --git a/docs/python/advanced/regex.md b/docs/python/advanced/regex.md
new file mode 100644
index 0000000..366c812
--- /dev/null
+++ b/docs/python/advanced/regex.md
@@ -0,0 +1,71 @@
+# Regex
+
+## Basic finding
+
+```python
+import re
+
+text = "The agent's phone number is 407-444-1234. Call soon!"
+
+pattern = "phone"
+
+match = re.search(pattern, text)    # Returns first match, None if not found
+print(match.span()) # (12,17) - location of word
+print(match.start() + match.end()) # 29 - sum
+
+text = "one one two two three"
+
+matches = re.findall('one', text)
+print(matches) # ['one', 'one'] - List of matches, just the text though
+
+# Iterate through matches
+for match in re.finditer('one', text):
+    # Returns match objects
+    print(match.span())
+    print(match.group())    # Returns actual text
+```
+
+## Character identifiers and Quantifiers
+| Identifier      | Meaning    |
+| --------- | ------------- |
+| \d      | Digit (123)         |
+| \d | Digit (123) |
+| \D | Not digit (AbC) |
+| \w | Alphanumeric (number, letter, some special characters) |
+| \W | Not alphanumeric (symbols, +=-*) |
+| \s | Whitespace |
+| \S | Not whitespace |
+| . | Wildcard (any character) |
+
+| Quantifier      | Meaning    |
+| --------- | ------------- |
+| + | Occurs one or more |
+| \{n} | Occurs exactly n times |
+| \{s,e} | Occurs s to e times |
+| \{n,} | Occurs n or more |
+| * | Occurs zero or more |
+| ? | Occurs once or none (basically optional letter/number) |
+
+```python
+text = "The agent's phone number is 407-444-1234. Call soon!"
+phone = re.search(r'\d{3}-\d{3}-\d{4}', text)
+print(phone.group()) # 407-444-1234
+
+# Grouping regex
+phone_pattern = re.compile(r'(\d{3})-(\d{3})-(\d{4})')
+phone = re.search(phone_pattern, text)
+print(phone.group(1)) # 407 - INDEX STARTS AT 1
+
+# OR, pipe operator
+re.search(r'cat|dog', 'The cat is here')
+
+# Wildcard, .
+print(re.findall(r'.at', 'The cat in the hat sat there.')) # ['cat', 'hat', 'sat']
+
+# Starts with, ^
+print(re.findall(r'^T.*', 'The cat in the hat sat there.')) # ['The cat in the hat sat there.']
+
+#ends with, $
+print(re.findall(r'\d$', 'The number is 2')) # ['2']
+
+```
\ No newline at end of file
diff --git a/docs/python/advanced/tests.md b/docs/python/advanced/tests.md
new file mode 100644
index 0000000..af10cb7
--- /dev/null
+++ b/docs/python/advanced/tests.md
@@ -0,0 +1,31 @@
+# Testing
+
+## Basic file format
+```python
+import unittest
+
+class MyTest(unittest.TestCase):
+
+    def test_one(self):
+        self.assertEqual(1,1)
+
+if __name__ == '__main__':
+    unittest.main()
+```
+
+## Assertions
+
+| Assertion      | Logic    |
+| --------- | ------------- |
+| assertEqual(a, b) | a == b |
+| assertNotEqual(a, b) | a != b |
+| assertTrue(x) | bool(x) is True |
+| assertFalse(x) | bool(x) is False |
+| assertIs(a, b) | a is b |
+| assertIsNot(a, b) | a is not b |
+| assertIsNone(x) | x is None |
+| assertIsNotNone(x) | x is not None |
+| assertIn(a, b) | a in b |
+| assertNotIn(a, b) | a not in b |
+| assertIsInstance(a, b) | isinstance(a, b) |
+| assertNotIsInstance(a, b) | not isinstance(a, b) |
\ No newline at end of file
diff --git a/docs/python/advanced/timing.md b/docs/python/advanced/timing.md
new file mode 100644
index 0000000..ab3b990
--- /dev/null
+++ b/docs/python/advanced/timing.md
@@ -0,0 +1,40 @@
+# Timing
+
+```python
+def func_one(n):
+    return [str(num) for num in range(n)]
+
+def func_two(n):
+    return list(map(str,range(n)))
+
+import time
+
+# Get start time
+start_time = time.time()
+
+# Run code
+result = func_one(10000)
+
+# Get end time, compare
+end_time = time.time()
+
+# In seconds, only precise to about 0.01s
+elapsed_time = end_time - start_time
+
+print(f'Elapsed time: {elapsed_time}')
+
+# For more precise, use timeit
+import timeit
+
+stmt = '''
+func_one(100)
+'''
+
+setup = '''
+def func_one(n):
+    return [str(num) for num in range(n)]
+'''
+
+print(f'Timeit time: {timeit.timeit(stmt, setup,number=100000)}')
+
+```
\ No newline at end of file
diff --git a/docs/python/advanced/zip.md b/docs/python/advanced/zip.md
new file mode 100644
index 0000000..904ac46
--- /dev/null
+++ b/docs/python/advanced/zip.md
@@ -0,0 +1,39 @@
+# Zipping
+
+```python 
+f = open('file1.txt', 'w+')
+f.write('One file')
+f.close()
+
+f = open('file2.txt', 'w+')
+f.write('Two file')
+f.close()
+
+import zipfile
+
+comp_file = zipfile.ZipFile('comp_file.zip','w')
+comp_file.write('file1.txt', compress_type=zipfile.ZIP_DEFLATED)
+comp_file.write('file2.txt', compress_type=zipfile.ZIP_DEFLATED)
+comp_file.close()
+
+zip_obj = zipfile.ZipFile('comp_file.zip', 'r')
+zip_obj.extractall('extracted_content')
+zip_obj.close()
+
+
+import os
+import shutil
+
+dir_to_zip = os.getcwd() + '\\extracted_content'
+output_filename = 'example'
+
+shutil.make_archive(output_filename, 'zip', dir_to_zip)
+shutil.unpack_archive('example.zip', 'final_unzip', 'zip')
+
+os.unlink('file1.txt')
+os.unlink('file2.txt')
+os.unlink('comp_file.zip')
+os.unlink('example.zip')
+shutil.rmtree('extracted_content')
+shutil.rmtree('final_unzip')
+```
\ No newline at end of file