Fine-tune a non-English GPT-2 Model with Huggingface
September 06, 2020 · 8 min read
Fine-tune non-English, German GPT-2 model with Huggingface on German recipes. Using their Trainer class and Pipeline objects.
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