2021-03-10 23:38
How to use additional information from labels to train a plausibility mode
Working with predictive deep learning models in practice often comes with the question how far we can trust the… Read More
Blog Directory > Technology Blogs > Digital-Thinking technology Blog >
Digital-thinking Blog
digital-thinking.de
Tags:
model
tensorflow
machine learning
gpu utilization
leakage
machine learning engineers
activationrelu stridesemb
layer
plausibility
java
A blog about machine learning, focusing on deep neural networks
2020-07-13 20:24
While the most articles about deep learning are focusing at the modeling part, there are also few about how to deploy such models to production. Some of them (especially on towardsdatascienc… Read More
2020-03-09 14:28
Data leakage in practice is a widely underestimated effect in machine learning, which happens especially where a lot of feature engineering is involved. Data leakage happened even in Kaggle… Read More
2020-01-31 09:57
When working with pretrained deep learning models in TensorFlow the input tensor is often fixed and changing a tensor from the beginning of the graph is by design painful. In this post I wan… Read More
![[Keras] Transfer-Learning For Image Classification With EfficientNet](https://cdn.blogarama.com/images/posts_thumbs_site_id/13583/1358279-1287583465.w320.jpg "[Keras] Transfer-Learning For Image Classification With EfficientNet")
2019-10-02 16:46
In this post I would like to show how to use a pre-trained state-of-the-art model for image classification for your custom data. For this we utilize transfer learning and the recent efficien… Read More
2019-08-05 18:00
If you ever trained a CNN with keras on your GPU with a lot of images, you might have noticed that the performance is not as good as in tensorflow on comparable tasks. In this post I will sh… Read More
2019-07-14 11:45
Recently, I wrote a post about the tools to use to deploy deep learning models into production depending on the workload. In this post I will show in detail how to deploy a CNN (EfficientNet… Read More
2019-06-25 17:19
I recently posted my list on reddit about the resources I use to stay up-to date and to get valuable information. I think it’s a good idea to share it here too:
A list of Data Sci… Read More
![[Deep Learning] Clickstream Based User Intent Prediction With CNNs](https://cdn.blogarama.com/images/posts_thumbs_site_id/13583/1358279-3328854128.w320.jpg "[Deep Learning] Clickstream Based User Intent Prediction With CNNs")
2019-06-11 19:11
Understanding customer intent by clicks can improve customer journeys and enhance the overall user experience in eCommerce. An understanding of individual customers allows to customize the o… Read More
2019-05-31 11:34
After weeks of training and optimizing a neural net at some point it might be ready for production. Most deep learning projects never reach this point and for the rest it’s time to thi… Read More
Subscribe to Digital-thinking
Get updates delivered right to your inbox!