We faced challanges like - how to integrate ml with docker,so we needed to create a overall diferent python code for ml,

1. For the configuration part of yum, remotely and locally and other configuration also
2. While developing AWS part we faced some challenges
3. While developing docker images part
   we overcome these challenges by using the ansible at the backend part.
   Ansible is a very handy tool or framework that can automate IT environments whether they are hosted on traditional bare metal servers, virtualization platforms, or in the cloud. It can also automate the configuration of a wide range of systems and devices such as databases, storage devices, networks, firewalls, and many others.