diff --git a/lab-6-Personalize_your_Recommendations/personalize_sample_notebook.ipynb b/lab-6-Personalize_your_Recommendations/personalize_sample_notebook.ipynb
index ee122f5..c8722ef 100644
--- a/lab-6-Personalize_your_Recommendations/personalize_sample_notebook.ipynb
+++ b/lab-6-Personalize_your_Recommendations/personalize_sample_notebook.ipynb
@@ -41,7 +41,7 @@
    "source": [
     "### Specify a Bucket for Our Data\n",
     "\n",
-    "Amazon Personalize only supports the uploading of data from an S3 bucket.  Hence, you need to create a new bucket or re-use an existing one.  If you need to create one the you **MUST** name your bucket before running this Code cell by editing the value for *bucket* in the code below.  You need to ensure that the bucket name is globally unique; for this lab we recommend using your name or initials, followed by *-amazon-personalize-lab*, as that is likely to be unique.  Also, you **MUST** ensure that the bucket name contains the work *personalize*, as some IAM permissions later rely on this.\n",
+    "Amazon Personalize only supports the uploading of data from an S3 bucket.  Hence, you need to create a new bucket or re-use an existing one.  If you need to create one the you **MUST** name your bucket before running this Code cell by editing the value for *bucket* in the code below.  You need to ensure that the bucket name is globally unique; for this lab we recommend using your name or initials, followed by *-amazon-personalize-lab*, as that is likely to be unique.  Also, you **MUST** ensure that the bucket name contains the word *personalize*, as some IAM permissions later rely on this.\n",
     "\n",
     "If the bucket already exists - such as if you execute this code cell a second time - then it will not create a new bucket, and will not make any changes to the existing bucket.  If this happens unexpectedly then please check your own S3 page in the console to ensure that the bucket is in your account."
    ]