Accuracy of C1_W2_Lab_1_mnist.html are much lower than video shown

In video,


accuracy is about 95%.

But when I execute C1_W2_Lab_1_mnist.html, the accuracy is about 60% only. See snapshot below:

What is going on ? I suspect the data set may have something wrong.