philschmid blog

Mount your AWS EFS volume into AWS Lambda with the Serverless Framework

August 12, 2020 · 8 min read

Leverage your Serverless architectures with mounting your AWS EFS volume into your AWS Lambda with the Serverless Framework.

Serverless BERT with HuggingFace and AWS Lambda

June 30, 2020 · 11 min read

Build a serverless question-answering API with BERT, HuggingFace, the Serverless Framework and AWS Lambda.

How to use Google Tag Manager and Google Analytics without Cookies

June 06, 2020 · 5 min read

Connect your user behavior with technical insights without using cookies to improve your customer experience

BERT Text Classification in a different language

May 22, 2020 · 8 min read

Build a non-English (German) BERT multi-class text classification model with HuggingFace and Simple Transformers.

Scaling Machine Learning from ZERO to HERO

May 08, 2020 · 13 min read

Scale your machine learning models by using AWS Lambda, the Serverless Framework, and PyTorch. I will show you how to build scalable deep learning inference architectures.

Getting Started with AutoML and AWS AutoGluon

April 20, 2020 · 7 min read

Built an Object Detection Model with AWS AutoML library AutoGluon

K-Fold as Cross-Validation with a BERT Text-Classification Example

April 07, 2020 · 4 min read

Using the K-Fold Cross-Validation to improve your Transformers model validation by the example of BERT Text-Classification

How to Set Up a CI/CD Pipeline for AWS Lambda With GitHub Actions and Serverless

April 01, 2020 · 7 min read

Automatically deploy your Python function with dependencies in less than five minutes