Here I write about Machine Learning, MLOps, and Cloud. You can find my other posts on Medium here.
Monitoring deployed machine learning models in production.
Sep 5, 2022
Deploying machine learning models in production.
Aug 28, 2022
Machine learning workflow orchestration using ZenML.
Aug 26, 2022
Machine learning workflow orchestration using Prefect.
Aug 9, 2022
Experiment tracking in machine learning model development.
Aug 1, 2022
We will setup MLFlow on GCP for distributed experiment tracking.
Jun 15, 2022
Week 4 - Data Engineering Zoomcamp course: Analytics Engineering
Feb 8, 2022
Week 3 - Data Engineering Zoomcamp course: Data Warehouse
Jan 30, 2022
Week 2 - Data Engineering Zoomcamp course: Data ingestion
Jan 25, 2022
Week 1 - Data Engineering Zoomcamp course: Introduction & Prerequisites
Jan 18, 2022
In this post, I will review self-supervised monocular depth estimation methods.
Jan 17, 2022
I will walk through the automatic data collection, data selection, data labeling pipelines, and simulation tools of multiple companies, which I gleaned through numerous speeches and blog posts, as well as review some cutting-edge research articles.
Jan 14, 2021
This is a summary of MBRL tutorial from ICML-2020.
Oct 26, 2020
In this post, I try to summarize some interesting online RL algorithms.
Jun 15, 2020