Certificate verify failed: unable to get local issuer certificate

Lesson 3, failing to download pre-trained model, with the following error:
SSLCertVerificationError: [SSL: CERTIFICATE_VERIFY_FAILED] certificate verify failed: unable to get local issuer certificate (_ssl.c:1051)

Ubuntu 16.04