This series of article devided into three part. Part 1 (this part) will cover what is the recommender system, the usage, and also the approach. Part 2 will cover the design system of the recommender system. Part 3 will cover the implementation of the recommender system and the source code as well.
Recommender System 101 Part 2
This article will cover the design system of the recommender system
Recommender System 101 Part 3
This article will cover the implementation of the recommender system and the source code as well
Postgres Database Docker
This article will help us understand what is the PostgreSQL database, what is the difference with MySQL, and hands on tutorial to do CRUD (create, read, update, and delete) on a table in PostgreSQL database.
Fast API Model Serving
After building ML model, then what? Yup, we will do serving. So, the other teams can use our model and get benefit from that. In order to do that, we had many choices to use any API framework, SaaS (google vertex ai, google AI platform, and so on), or other frameworks like BentoML.
Setup Pre-commit with Linter Python
In everyday life as an engineer we usually working on team which consist of some people with different knowledge and skills. The code produced by each person are different in term of quantity and quality. Some of codes are messy, some of that already clean. The complexity increases when the feature should be done quickly. We may didn't have enough time to do formatting on our code.
Here, pre-commit hooks come into the resque.
In order to make all of the codes standardize and meet some of 'GOOD' criteria, we can set the rule to be obtained for all of our team member to ensure the commited code always 'GOOD'.
Pattern Recognition
A baby can recognize faces, voices, and body odors. As humans grow, they get better at pattern recognition. Basically humans recognize certain patterns in determining decisions.
In this article, you will learn about:
- What is pattern recognition?
- Why do we study pattern recognition?
- What are the use case of pattern recognition in everyday life?
Various Machine Learning Terminology
Illustration of the relationship between Pattern Recognition (PR), Artificial Intelligence (AI), Machine Learning (ML), and Data Mining (DM)
Hello World NLP
In this article I want to share Introduction to NLP. I think the outline will be like this
- What is NLP?
- Why do we need to learn NLP?
- What can we do with NLP?