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Datamarinier
Datamarinier

8 Followers

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Oct 27

Making an API out of a Hugging Face model — the code part 1

Summary In the previous blog post, we have set the stage for a deep dive into the practical aspects of AI deployment using an API served on Cloud Run. In this installment, we will demonstrate how to recommend skills from a CV without turning your code into an API. …

Word Embeddings

13 min read

Making an API out of a Hugging Face model — the code part 1
Making an API out of a Hugging Face model — the code part 1
Word Embeddings

13 min read


Jul 25

Making an API out of a Hugging Face model — Introduction

Summary This is the introduction to a blog series that shows how to create an API out of one of the Transformer models from Hugging Face. Currently, all the AI-related blog posts out there explain how to create an AI system, but few talk about how to actually deploy it. Which…

Hugging Face

6 min read

Making an API out of a Hugging Face model — Introduction
Making an API out of a Hugging Face model — Introduction
Hugging Face

6 min read


May 2

Are you paying enough attention to the EU AI-ACT? | Part 2

While most organisations are only just coming to terms with the EU’s General Data Protection Regulation (GDPR), the next big thing is already looming on the horizon: The EU AI-Act, or AIA. As we have now entered the trilogue phase, any organisation using AI, or planning to use AI, should…

European Union

9 min read

Are you paying enough attention to the EU AI-ACT? | Part 2
Are you paying enough attention to the EU AI-ACT? | Part 2
European Union

9 min read


May 2

Are you paying enough attention to the EU AI-ACT? | Part 1

While most organisations are only just coming to terms with the EU’s General Data Protection Regulation (GDPR), the next big thing is already looming on the horizon: The EU AI-Act, or AIA. As we have now entered the trilogue phase (more on that later), any organisation using AI (or planning…

Aia

5 min read

Are you paying enough attention to the EU AI-ACT? | Part 1
Are you paying enough attention to the EU AI-ACT? | Part 1
Aia

5 min read


Apr 17

How to test Databricks’ Dolly 2.0?

TLDR We had our first look at the recently released Dolly 2.0, an open-source instruction-following Large Language Model (LLM). This model is similar to ChatGPT’s but with a free license for research and commercial use. Furthermore you can run it locally! However, running the model efficiently can be a challenge…

Dolly

5 min read

How to test Databricks’ Dolly 2.0?
How to test Databricks’ Dolly 2.0?
Dolly

5 min read


Mar 21

Break the cycle: How to develop AI solutions that really work for government

Are you tired of hearing about the next major wave of digital transformation that will revolutionize government; only to see it fall short of expectations? From the e-government crisis of the 90s to today’s hype surrounding big data and AI, it feels like we’re stuck in a cycle of hope…

AI

3 min read

Break the cycle: How to develop AI solutions that really work for government
Break the cycle: How to develop AI solutions that really work for government
AI

3 min read


Feb 22

Creating a long running job in GCP’s new Batch service

TLDR You can run long-running jobs on a fully configurable virtual machine using Google Cloud Platform’s (GCP) new Batch service. You can find the link to Github with our working sample here. For whom is this blog? If you are looking for a serverless way to run long-running jobs, look…

Batch

5 min read

Creating a long running job in GCP’s new Batch service
Creating a long running job in GCP’s new Batch service
Batch

5 min read


Aug 11, 2022

Predicting vaccine uptake with publicly available data.

Tim Sanderse did this research as part of his master in Data Science and Society at Tilburg University. I tried to predict vaccine coverage rates in sub-national areas based on socio-demographic variables using machine learning models. Vaccination coverage rates of different countries show that there are differences in sub-national areas…

Vaccination

7 min read

Predicting vaccine uptake with publicly available data.
Predicting vaccine uptake with publicly available data.
Vaccination

7 min read

Datamarinier

Datamarinier

8 Followers

End-to-end datasolutions | www.datamarinier.be | info@datamarinier.be

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