From 6938912f0fdab90b53cedd972f0a69ee25e817d9 Mon Sep 17 00:00:00 2001
From: Swapnil Kawale <48532421+swapnilkawale@users.noreply.github.com>
Date: Thu, 1 Oct 2020 01:49:51 +0530
Subject: [PATCH] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 6039b0d710..1255178d50 100644
--- a/README.md
+++ b/README.md
@@ -2,9 +2,9 @@
 
 This repository contains Jupyter notebooks implementing the code samples found in the book [Deep Learning with Python (Manning Publications)](https://www.manning.com/books/deep-learning-with-python?a_aid=keras&a_bid=76564dff). Note that the original text of the book features far more content than you will find in these notebooks, in particular further explanations and figures. Here we have only included the code samples themselves and immediately related surrounding comments.
 
-These notebooks use Python 3.6 and Keras 2.0.8. They were generated on a p2.xlarge EC2 instance.
+These notebooks use Python 3.6 and Keras 2.0.8. They were generated on a p2.xlarge EC2 instances.
 
-## Table of contents
+## Table of contents are following.
 
 * Chapter 2:
     * [2.1: A first look at a neural network](http://nbviewer.jupyter.org/github/fchollet/deep-learning-with-python-notebooks/blob/master/2.1-a-first-look-at-a-neural-network.ipynb)