diff --git a/01_intro.ipynb b/01_intro.ipynb
index e8eebe5..50244e2 100644
--- a/01_intro.ipynb
+++ b/01_intro.ipynb
@@ -71,7 +71,7 @@
     "\n",
     "Here's a list of some of the thousands of tasks where deep learning, or methods heavily using deep learning, is now the best in the world:\n",
     "\n",
-    "- NLP:: answering questions; speech recognition; summarizing documents; classifying documents; finding names, dates, etc. in documents; searching for articles mentioning a concept\n",
+    "- Natural language processing:: answering questions; speech recognition; summarizing documents; classifying documents; finding names, dates, etc. in documents; searching for articles mentioning a concept\n",
     "- Computer vision:: satellite and drone imagery interpretation (e.g. for disaster resilience); face recognition; image captioning; reading traffic signs; locating pedestrians and vehicles in autonomous vehicles\n",
     "- Medicine:: Finding anomalies in radiology images, including CT, MRI, and x-ray; counting features in pathology slides; measuring features in ultrasounds; diagnosing diabetic retinopathy\n",
     "- Biology:: folding proteins; classifying proteins; many genomics tasks, such as tumor-normal sequencing and classifying clinically actionable genetic mutations; cell classification; analyzing protein/protein interactions\n",