Study Guide

Objective

You understand the areas related to AI technology.
You can solve production challenges related to AI projects.
You can optimize the performance of machine learning models.
You know the phases involved in bringing an AI product to production.
You can build various machine learning models through programming.

Content

What are the components of AI technology?
What challenges can be encountered in the production of AI products?
How is the performance of machine learning models optimized?
What tools are used in the production of AI products?
How are different machine learning models built through programming?

Qualifications

Advanced knowledge of machine learning, deep learning, and data science is required.