Summary

You now have a solid understanding of various concepts such as AI, ML, and the essential steps of the end-to-end ML life cycle. Additionally, you have gained insight into the core functions of ML solutions architecture and how it plays a crucial role in the success of an ML project. With your newfound knowledge, you can differentiate between different types of ML and identify their application in solving business problems. Moreover, you have learned that it is crucial to have a deep understanding of business and data to achieve success in an ML project, besides modeling and engineering. Lastly, you have gained an understanding of the significance of ML solutions architecture and how it fits into the ML life cycle.In the upcoming chapter, we will dive into various ML use cases across different industries, such as financial services and media and entertainment, to gain further insights into the practical applications of ML.