Gaussian Process Regression: From Derivation to Visualisation with D3JS
The article will introduce a non-parametric, Bayesian regression method - Gaussian process regression, from derive to visualise with D3JS.
Text Mining - Identifying Similar YouTube Videos
Introduction to text mining with word2vec and tf-idf along with an example to match YouTube videos based on input query.
YouTube Data API v3
An introduction to YouTube Data API and Etags.
Mathematical reasoning behind soft cosine measure and reduce complexity from O(N²) to O(N)
Mathmatical proofs of validity of soft cosine measure and reduce complexity from O(N²) to O(N) in deployment.
Writing Airflow DAGs
Introduction to how to write a DAG on Airflow. Including writing custom operators, XComs, branching operators, triggers and variables.
Sampling YouTube Channels' Id with Async Functions
A quick way to collect YouTube channels' id from YouTube home page asynchronously.
Recursive Programming - Querying nested JSON in Python
Querying nested JSON in Python with recursive programming.
Introduction to Docker with Airflow and Postgres stack
Deploying Docker stacks of Airflow and Postgres database with docker-compose.
Github Actions with Example
An introduction to Github Actions with an example to write a post whenever a new blog post is merged to the main branch.
Google OAuth2 Implementation on Rust Reqwest
An implementation of Google OAuth2 procedures on Rust reqwest for Server-side Web Apps and Service Accounts.