Automated cars accidents result in deaths. Smart homes e-mail private conversations. These are examples of how artificial intelligence is already impacting negatively to the world and our lives. The reason is AI or Machine Learning receives training through data that is bias. It is therefore unable to operate appropriately. Data bias is therefore a serious issue that needs to be addressed before developing AI further.