Tag Archives: TensorFlow

ML Zoomcamp 2023 – Serverless – Part 3

This is the second part of TensorFlow Lite section. The last article has covered the topics of converting the Keras model to TensorFlow Lite model and using it. In this article we are really removing TensorFlows dependency and excluding it completely. TensorFlow Lite – Part 2/2 Removing TensorFlow dependency When we only want to useContinue reading “ML Zoomcamp 2023 – Serverless – Part 3”

ML Zoomcamp 2023 – Serverless – Part 2

This section is about TensorFlow Lite and divided into two parts. In the first part (this article) there are information about TensorFlow Lite. So what is this library especially in contrast to TensorFlow. We’ll look again at the heavy-weight way using the big package of TensorFlow and then we’ll try to exclude TensorFlow step byContinue reading “ML Zoomcamp 2023 – Serverless – Part 2”

ML Zoomcamp 2023 – Deep Learning – Part 4

In this part we’ll use a pre-trained convolutional neural network to understand what is on the image we load previously. Pre-trained convolutional neural networks This time we want to take an image and an off-the-shelf neural network that was already trained by somebody, so we can use it. Now we want to use a specialContinue reading “ML Zoomcamp 2023 – Deep Learning – Part 4”

ML Zoomcamp 2023 – Deep Learning – Part 3

TensorFlow and Keras TensorFlow and Keras are powerful tools in the field of deep learning. TensorFlow, an open-source machine learning library developed by Google, provides a comprehensive platform for building and deploying machine learning models. It facilitates the creation of complex neural network architectures and supports both training and inference across various devices. Keras, onContinue reading “ML Zoomcamp 2023 – Deep Learning – Part 3”

ML Zoomcamp 2023 – Deep Learning – Part 2

This part is not discussed in the course ML Zoomcamp, but it could be useful how to setup GPU support for your local machine. How to find the right Cuda version? First you need to know which CUDA Toolkit works with your NVIDIA graphics adapter. The easiest way to find out the supported version isContinue reading “ML Zoomcamp 2023 – Deep Learning – Part 2”