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
Set up a CI/CD Pipeline for your Web app on AWS with Github Actions
March 25, 2020 · 5 min read
Automatic deploy your React, Vue, Angular or Svelte app on s3 and create a cache Invalidation with Github Actions.
Getting started with CNNs by calculating LeNet-Layer manually
February 28, 2020 · 6 min read
Getting started explanation to CNNs by calculating Yann LeCun LeNet-5 manually for handwritten digits and learning about Padding and Stride.