diff --git a/tutorials/multiprocessing_intro.ipynb b/tutorials/multiprocessing_intro.ipynb
index 49f82c6..7251546 100644
--- a/tutorials/multiprocessing_intro.ipynb
+++ b/tutorials/multiprocessing_intro.ipynb
@@ -1,7 +1,7 @@
 {
  "metadata": {
   "name": "",
-  "signature": "sha256:4324cc9b055392dcbb5813ce3a18ba58a848b9da045d6c60188030f257582522"
+  "signature": "sha256:71b41bd32e9a3483fb6b2a31c1a9a11b0ed8e32dace59748d17e5e2292c778b0"
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -75,7 +75,7 @@
      "metadata": {},
      "source": [
       "\n",
-      "Multi-Threading vs. Multi-Processesing\n"
+      "Multi-Threading vs. Multi-Processing\n"
      ]
     },
     {
@@ -159,9 +159,9 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "The [multiprocessing](https://docs.python.org/dev/library/multiprocessing.html) module in Python's Standard Libarary has a lot of powerful features. If you want to read about all the nitty-gritty tips, tricks, and details, I would recommend to use the [official documentation](https://docs.python.org/dev/library/multiprocessing.html) as an entry point.  \n",
+      "The [multiprocessing](https://docs.python.org/dev/library/multiprocessing.html) module in Python's Standard Library has a lot of powerful features. If you want to read about all the nitty-gritty tips, tricks, and details, I would recommend to use the [official documentation](https://docs.python.org/dev/library/multiprocessing.html) as an entry point.  \n",
       "\n",
-      "In the following sections, I want to provide a brief overview of different approaches to show how the `multiprocessing` module can be used for prallel programming."
+      "In the following sections, I want to provide a brief overview of different approaches to show how the `multiprocessing` module can be used for parallel programming."
      ]
     },
     {
@@ -741,7 +741,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "Below, we will set up a benchmarking functions for our serial and multiprocessig approach that we can pass to our `timeit` benchmark function."
+      "Below, we will set up a benchmarking functions for our serial and multiprocessing approach that we can pass to our `timeit` benchmark function."
      ]
     },
     {