Index

2021 April

Distributed Training: Train BART/T5 for Summarization using 🤗 Transformers and Amazon SageMaker

April 9, 2021 — AWS, HuggingFace, BART

2020 December

Multilingual Serverless XLM RoBERTa with HuggingFace, AWS Lambda

December 17, 2020 — AWS, Serverless, BERT

Serverless BERT with HuggingFace, AWS Lambda, and Docker

December 6, 2020 — AWS, Serverless, BERT

AWS Lambda with custom docker images as runtime

December 2, 2020 — AWS, Serverless, Docker

2020 November

New Serverless BERT with Huggingface, AWS Lambda, and AWS EFS

November 15, 2020 — AWS, Serverless, Bert

efsync my first open-source MLOps toolkit

November 4, 2020 — Serverless, AWS, MLOps

2020 October

My path to become a certified solution architect

October 24, 2020 — AWS, Certificate, Cloud

2020 September

Create custom Github Action in 4 steps

September 25, 2020 — Cloud, DevOps, Github

Fine-tune a non-English GPT-2 Model with Huggingface

September 6, 2020 — NLP, GPT-2, Huggingface

2020 August

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

August 12, 2020 — AWS, Serverless

2020 June

Serverless BERT with HuggingFace and AWS Lambda

June 30, 2020 — AWS, Serverless, Bert

How to use Google Tag Manager and Google Analytics without Cookies

June 6, 2020 — Analytics, Web

2020 May

BERT Text Classification in a different language

May 22, 2020 — NLP, Bert, HuggingFace

Scaling Machine Learning from ZERO to HERO

May 8, 2020 — AWS, Serverless, Pytorch

2020 April

Getting Started with AutoML and AWS AutoGluon

April 20, 2020 — AWS, AutoML, Computer Vision