chaba

Victor Chaba

Victor Chaba

2 followers

~I have no master, except my enterprise. I have no enemies, except my indiscretions: my only claim to relevance is sanity~

How are training and tuning different?

Mar 24, 20242 min read

Machine learning models are prepared in two steps: training and tuning. We can distinguish these processes by what they're affecting. Let's take a...

How are training and tuning different?

Understanding the Differences:

Aug 25, 20235 min read

Fine-Tuning vs. Transfer Learning in Python · Photo by Boitumelo on Unsplash In the world of machine learning and deep learning, two popular techniques...

Understanding the Differences:

A Simple ETL Pipeline Automation Using Airflow on AWS

Aug 4, 20234 min read

How to Extract and Transform Weather Data with Airflow · Airflow is an open-source platform for creating, scheduling, and monitoring workflows. In this...

A Simple ETL Pipeline Automation Using Airflow on AWS

MLOps Infrastructure Stack

Jul 27, 20233 min read

Tech stack and tooling for MLOps · To bring any machine learning model to fruition, an abundance of experimentation cycles is required to ascertain the...

MLOps Infrastructure Stack

Model Evaluation (Part 3)

Jul 20, 20237 min read

A practical approach · This article is a part of my 'Practical Model Evaluation' series that I started a few months ago. You can find the links to the...

Model Evaluation (Part 3)

Model Evaluation (Part 2)

Jul 11, 202311 min read

Training the models with AutoML · This article is a part of my 'Practical Model Evaluation' series that I started a few months ago. You can find the link...

Model Evaluation (Part 2)