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
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.
Google Colab the free GPU/TPU Jupyter Notebook Service
February 26, 2020 · 6 min read
A Short Introduction to Google Colab as a free Jupyter notebook service from Google. Learn how to use Accelerated Hardware like GPUs and TPUs to run your Machine learning completely for free in the cloud.