List: MLOPS | Curated by Yoshiyuki Igarashi

May 23, 2024
79 stories
MLOPS
Benjamin Marie
AirLLM: Layered Inference for Low-Memory HardwareLayered-inference
Jan 27, 2024
Jan 27, 2024
In
TDS Archive
by
Josh Poduska
LLM Monitoring and ObservabilityA Summary of Techniques and Approaches for Responsible AI
Sep 15, 2023
4
Sep 15, 2023
4
In
Marvelous MLOps
by
Vechtomova Maria
MLOps roadmap 2024The MLOps engineer role is different from an ML engineer role. Even though the role varies from company to company, in general, ML…
Dec 21, 2023
16
Dec 21, 2023
16
In
TDS Archive
by
Khuyen Tran
How to Build a Fully Automated Data Drift Detection PipelineAn Automate Guide to Detect and Handle Data Drift
Aug 1, 2023
5
Aug 1, 2023
5
In
TDS Archive
by
Ram Vegiraju
Deploying Large Language Models With HuggingFace TGIAnother way to efficiently host and scale your LLMs with Amazon SageMaker
Jul 14, 2023
1
Jul 14, 2023
1
Daniel Liden
Comparing LLMs with MLFlowCompare LLM inputs, outputs, and generation parameters with mlflow.evaluate()
Jul 14, 2023
2
Jul 14, 2023
2
In
Ubuntu AI
by
Bartłomiej Poniecki-Klotz
What does MLOps mean to you?How to use MLOps and what you can expect from MLOps platforms.
Jul 12, 2023
Jul 12, 2023
In
TDS Archive
by
Erdogan Taskesen
The Next Step is Responsible AI. How Do We Get There?Machine learning solutions take an important place in our lives. It is not only about performance anymore but also about responsibility.
Aug 26, 2023
5
Aug 26, 2023
5
In
Towards AI
by
Afaque Umer
From Experiments 🧪 to Deployment 🚀 : MLflow 101Uplift Your MLOps Journey by crafting a Spam Filter using Streamlit and MLflow
Aug 5, 2023
5
Aug 5, 2023
5
Egor Romanov
Building a Startup from Scratch: My Mistakes as CTOWith no team and a tight deadline, I knew I had to act fast. I started by getting into domain and looking for engineers to build backend…
Jan 20, 2023
77
Jan 20, 2023
77
In
TDS Archive
by
John Adeojo
Building AI Strategies for BusinessesThe art of crafting an AI strategy through Wardley Maps
Jun 6, 2023
9
Jun 6, 2023
9
In
TDS Archive
by
Elena Samuylova
How to Measure Drift in ML EmbeddingsWe evaluated five embedding drift detection methods
Jun 14, 2023
4
Jun 14, 2023
4
Simranjeet Singh
How to Deploy Models with Ease: Your Machine Learning Journey, Mastering MLOps 📦Introduction
Feb 1, 2023
16
Feb 1, 2023
16
In
TDS Archive
by
Bex T.
Data Version Control For the Modern Data Scientist: 7 DVC Concepts You Can’t IgnoreExplained with striking visuals
May 25, 2023
3
May 25, 2023
3
In
TDS Archive
by
Bex T.
GitHub For The Modern Data Scientist: 7 Concepts You Can’t .gitignoreExplained with a bit of fun, wit and visuals
May 17, 2023
6
May 17, 2023
6
In
TDS Archive
by
Chris Mauck
Effectively Annotate Text Data for Transformers via Active Learning + Re-labelingBoost Transformer model performance with Active Learning assisted data labeling
Apr 27, 2023
Apr 27, 2023
In
TDS Archive
by
Senthil E
MLOps-Tips and Tricks-75 Code SnippetsMLOps and Data Engineering
Mar 15, 2023
5
Mar 15, 2023
5
In
TDS Archive
by
Sofian Hamiti
5 Simple Steps to MLOps with GitHub Actions, MLflow, and SageMaker PipelinesA project template to kickstart your path to production
Sep 21, 2022
1
Sep 21, 2022
1
In
Ubuntu AI
by
Bartłomiej Poniecki-Klotz
MLOps Pipeline with MLFlow, Seldon Core and Kubeflow | UbuntuMLOps is all about automation. Take a challenge and build your own ML model training automation with open-source tools.
Feb 23, 2023
1
Feb 23, 2023
1
Prateek Yadav
MLOps: Deploy NLP model straightforward using mlflow & azureOn the Leeway of MLOPs, you have plenty of open-source tools available to build your pipeline. I have picked up mlflow to track & maintain…
Feb 18, 2023
Feb 18, 2023