Slack engineering

Recommend API allows us to quickly bootstrap new recommendation use cases behind an API which is easily accessible to engineers at Slack. These recommenders reuse a common set of infrastructure for every part of the recommendation engine. This has allowed us to deliver a number of different recommendation models across the product, driving improved customer experience.

Recommend API

freeCodeCamp

The freeCodeCamp.org YouTube channel is the perfect place to start your learning journey. The course is an excellent introduction to many of the key machine learning concepts. You will also learn how to program different machine learning models on Google Collab. Google provided a grant that made this course possible.

Machine Learning for Everybody

MC++ Blog

The book "Design Patterns: Elements of Reusable Object-Oriented Software" presents creational patterns, but not destructional patterns. The patterns that are written in bold fonts are the ones I used heavily in my past. All 23 Design Patterns are only variations of CarPart. The same holds for many young people in Germany.

Classification of Design Patterns

Delve into classification algorithms and machine learning techniques for categorizing data into predefined classes or categories. Learn about supervised learning, classification models, and evaluation metrics. Whether you're a data scientist, researcher, or machine learning enthusiast,  understand and implement classification algorithms.

Best of Classification — 2022