# mlops

1 min read

Gorkem Ercan for KitOps

Apr 19

Strategies for Tagging ModelKits

#mlops #devops #opensource

12

3 min read

Dmitry Spodarets

Mar 5

Webinar "Exploring Infrastructure Management for GenAI Beyond Kubernetes"

#machinelearning #ai #kubernetes #mlops

1 min read

Lorenzo Tenti

Feb 13

Big Data is dead & other stories

#machinelearning #machinelearningengineering #dataengineering #mlops

2 min read

silverboi

Jan 29

Exploring Feature Stores: Personal Insights and Notes on Hopsworks pt.2

#mlops #dataengineering

1 min read

Chaim Rand for AWS Community Builders

Jan 24

Optimizing Instance Type Selection for AI Development in Cloud Spot Markets

#deeplearning #ec2 #mlops #spot

11 min read

Mahmoud Sehsah

Jan 23

Deploying HuggingFace Chat UI with the Hugging Face Text Generation Inference Server

#llm #mlops #ai #machinelearning

3 min read

bismillahkani for AWS Community Builders

Jan 29

Architecting MLOps for Computer Vision using AWS Sagemaker

#aws #ai #mlops #sagemaker

5 min read

Mahmoud Sehsah

Jan 21

Deploy Mistral LLM on Google Compute Engine with Docker, GPU Support, and Hugging Face Inference Server

#llm #cloud #ai #mlops

5 min read

silverboi

Jan 21

Exploring Feature Stores: Personal Insights and Notes on Hopsworks

#mlops #dataengineering

1 min read

buarki

Jan 11

MLOps in practice: building and deploying a machine learning app

#tensorflow #mlops #react #machinelearning

8 min read

Claudio

Jan 3

Role and skills of a MLOps engineer

#mlops #machinelearning #devops #ai

3 min read

silverboi

Jan 2

MLOps project setup: Airbyte - Supabase connection

#mlops #dataengineering

7

1 min read

silverboi

Jan 1

MLOps project setup: Supabase

#mlops #dataengineering

1 min read

Chaim Rand for AWS Community Builders

Dec 29 '23

Debugging and Tuning Amazon SageMaker Training Jobs with SageMaker SSH Helper

#aws #sagemaker #mlops #deeplearning

11 min read

Salman Khan

Dec 17 '23

Beyond Model Deployment: Catching Data Drift

#mlops #monitoring #ai #machinelearning

43

4 min read

Temiloluwa Adeoti for AWS Community Builders

Dec 5 '23

Installing kubeflow on Amazon EKS (December 2023)

#eks #kubeflow #mlops #aws

6 min read

Fernando Guerra

Dec 6 '23

🔮 Open-Source Launch of SuperDuperDB: Integrate AI with your Database

#database #ai #mlops #webdev

23

1 min read

andrew-lastmile

Dec 5 '23

Config vs. Code in Gen AI

#config #ai #mlops

1 min read

andrew-lastmile

Dec 5 '23

Config vs. Code in Gen AI

#config #ai #mlops

11

1 min read

Fernando Guerra

Nov 20 '23

🔥🤯 Top 7 AI-Enhanced Database Tools for Next-Level Development 🚀🧠

#database #ai #mlops #webdev

28

9

6 min read

Arlind Nocaj

Nov 15 '23

Debugging Python Code in Amazon SageMaker Locally Using Visual Studio Code and PyCharm: A Step-by-Step Guide

#mlops #sagemaker #debugging #datascience

6 min read

Fei

Oct 31 '23

MLflow Tutorial with Image Recognition Example (Mnist)

#mlflow #devops #deeplearning #mlops

5 min read

MagicLex

Aug 18 '23

Why Do You Need a Feature Store?

#mlops #machinelearning #architecture

12 min read

Anirudh Mehta

Aug 17 '23

31 Questions that Shape Fortune 500 ML Strategy

#aws #sagemaker #mlops #checklist

5 min read

Stoyan

Aug 3 '23

Introduction to LLMFlows

#ai #machinelearning #mlops #opensource

12 min read

Victor Isaac Oshimua

Jul 27 '23

Deploy a Machine Learning Spam SMS Filter App In Minutes Using BentoML

#machinelearning #ai #mlops #cybersecurity

7 min read

Tun

Jul 4 '23

Feature Engineering Has a Language Problem

#machinelearning #datascience #dataengineering #mlops

15 min read

martinbald81

Jun 28 '23

Deploying Computer Vision Models for Health Diagnostics Imaging.

#mlops #computervision #ai

4 min read

Ce Gao

Jun 21 '23

Launching ModelZ Beta!

#llm #machinelearning #mlops #beginners

3 min read

totalSophie

Jun 18 '23

Demystifying MLOps: Week 1

#machinelearning #mlops #aws

5 min read

Or Hillel

Jun 13 '23

MLOps: An End-to-End Solution with Open-Source Tools

#mlops #machinelearning #opensource

4 min read

Ruslan Kh.

May 27 '23

The Evolution and Impact of MLOps: understanding MLOps

#mlops #devops #dataoperations #continuousdelivery

36

4 min read

Oleksandr Borodavka for FreshBooks

Apr 26 '23

Building CI/CD for Vertex AI pipelines: The production

#machinelearning #mlops #cicd #githubactions

8 min read

Josh Bauer for Sematic

Apr 17 '23

Sematic + Ray: The Best of Orchestration and Distributed Compute at your Fingertips

#machinelearning #mlops #datascience #devops

5 min read

akoshel

Apr 1 '23

Optimize spark on kubernetes

#kubernetes #cloud #spark #mlops

2 min read

martinbald81

Mar 11 '23

Azure Machine Learning Notebooks Integration with the Wallaroo SDK

#azure #machinelearning #datascience #mlops

5 min read

martinbald81

Feb 13 '23

Model Interoperability with ONNX

#onnx #mlops #machinelearning

5 min read

Alexander Guschin

Jan 26 '23

Deploying ML models straight from Jupyter Notebooks

#machinelearning #jupyter #deployment #mlops

12

3 min read

Emmanuel Turlay for Sematic

Jan 18 '23

What is “production” Machine Learning?

#machinelearning #mlops #datascience #devops

9

5 min read

Tochukwu Nwoke for Hackmamba

Jan 10 '23

How to Track and Analyze Experiments in Machine Learning: A Beginner's Guide

#beginners #experimenttracking #mlops

5 min read

vishal9629

Dec 29 '22

MLOps on GitHub Actions with Cirun

#mlops #cirun #github #cicd

4 min read

nicolaspinocea for AWS Community Builders

Dec 8 '22

ML-Ops: An automated routine of training and deployment of a model using AWS ML-OPs Orchestrator and Step Functions

#machinelearning #mlops #aws #deploy

11

3 min read

Mark B

Nov 14 '22

Top 10 Small-Scale to Enterprise-Level Cloud & Open Source ML Platforms

#machinelearning #mlops #ai

4

3 min read

shubhamrai1993

Oct 8 '22

Kubernetes for data scientists - Hosting predictions

#kubernetes #mlops #devops

8 min read

Oleksandr Borodavka for FreshBooks

Sep 20 '22

Building CI/CD for Vertex AI pipelines: The real world

#machinelearning #mlops #cicd #githubactions

8

5 min read

Hyunho Richard Lee for Meadowrun

Sep 1 '22

Kubernetes Was Never Designed for Batch Jobs

#airflow #mlops #dataengineering #kubernetes

17 min read

MagicLex

Aug 31 '22

Building the Data API for MLOps — 4 years of lessons learnt

#machinelearning #api #mlops #architecture

13 min read

Hyunho Richard Lee for Meadowrun

Aug 17 '22

How to Deploy ML Models Using Gravity AI and Meadowrun

#mlops #python #docker

11 min read

jaeyow for AWS Community Builders

Aug 14 '22

Going to Production with Github Actions, Metaflow and AWS SageMaker

#machinelearning #mlops #datascience #python

14

5 min read

Sephi Berry for Artlist

Jul 28 '22

ML Configuration Management

#mlops #dynaconf #configuration #ai

11

5 min read

jaeyow for AWS Community Builders

Jul 28 '22

Small to Reasonable Scale MLOps - An Approach to Effective and Scalable MLOps when you're not a Giant like Google

#machinelearning #metaflow #mlops #aws

9

5 min read

Rafael Pierre

Jul 21 '22

Keeping Your Machine Learning Models on the Right Track: Getting Started with MLflow, Part 2

#machinelearning #mlops #datascience

5 min read

Mage

Jul 7 '22

So Fresh and So Data Clean - Event

#datascience #datacleaning #opensource #mlops

12

1 min read

Oleksandr Borodavka for FreshBooks

Jul 7 '22

Building CI/CD for Vertex AI pipelines: The first solution

#machinelearning #mlops #cicd #githubactions

13

7 min read

Emanuel Betcel

May 19 '22

Aplicando boas práticas de programação em Data Science

#mlops #cleancode #python #datascience

3 min read

Michal Nowikowski

Apr 29 '22

MLOps with MLflow on Kraken CI

#cicd #devops #mlops #machinelearning

3 min read

Fernanda

Apr 28 '22

Qual a importância da linha de comando para a Ciência de Dados?

#shell #cienciadedados #bash #mlops