Tag Archives: Deep Learning

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”

ML Zoomcamp 2023 – Deep Learning – Part 1

What is Deep Learning and why it is important for this chapter? Deep learning is a subfield of machine learning that involves neural networks with multiple layers (deep neural networks). It’s particularly powerful in handling complex tasks such as image processing, speech recognition, natural language processing, and more. Handling images is exactly what we willContinue reading “ML Zoomcamp 2023 – Deep Learning – Part 1”