from IPython.display import HTML
from base64 import b64encode
mp4 = open('video.mp4','rb').read()
data_url = "data:video/mp4;base64," + b64encode(mp4).decode()
HTML("""
<video width=400 controls>
<source src="%s" type="video/mp4">
</video>
""" % data_url)