PinnedPhilipp SchmidinTowards Data ScienceNew Serverless Bert with Huggingface, AWS Lambda, and AWS EFSBuild a Serverless Question-Answering API using the Serverless Framework, AWS Lambda, AWS EFS, efsync, Terraform, the transformers Library…Nov 15, 20202Nov 15, 20202
Philipp SchmidinTowards Data ScienceMultilingual Serverless XLM RoBERTa with HuggingFace, AWS LambdaLearn how to build a Multilingual Serverless BERT Question Answering API with a model size of more than 2GB and then testing it in German…Dec 17, 2020Dec 17, 2020
Philipp SchmidinTowards Data ScienceServerless BERT with HuggingFace, AWS Lambda, and DockerLearn how to use the newest cutting edge computing power of AWS with the benefits of serverless architectures to leverage Google’s…Dec 6, 20207Dec 6, 20207
Philipp SchmidinTowards Data ScienceAWS Lambda with custom docker images as runtimeLearn how to build and deploy an AWS Lambda function with a custom python docker container as runtime with the use of Amazon ECR.Dec 2, 20203Dec 2, 20203
Philipp SchmidinTowards Data Scienceefsync my first open-source MLOps toolkitAutomatically Sync Python Dependencies and ML models to AWS EFS for your AWS Lambda function.Nov 5, 2020Nov 5, 2020
Philipp SchmidinTowards Data ScienceMy path to become a certified solution architectThis is the Story of how I became a certified solution architect within 28 hours of preparationOct 24, 2020Oct 24, 2020
Philipp SchmidinBetter Programming4 Steps to Creating a Custom GitHub ActionCreate an action, test it offline, and publish it in the GitHub Action MarketplaceSep 25, 20201Sep 25, 20201
Philipp SchmidinTowards Data ScienceFine-tune a non-English GPT-2 Model with HuggingfaceFine-tune non-English, German GPT-2 model with Huggingface on German recipes. Using their Trainer class and Pipeline objectsSep 6, 20201Sep 6, 20201
Philipp SchmidinThe StartupMount Your AWS EFS Volume Into AWS Lambda With the Serverless FrameworkLeverage your Serverless architectures with mounting your AWS EFS volume into your AWS Lambda with the Serverless Framework.Aug 12, 20203Aug 12, 20203
Philipp SchmidinTowards Data ScienceServerless BERT with HuggingFace and AWS LambdaBuild a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.Jun 30, 20205Jun 30, 20205