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Implementing Self-Organizing Maps with Python and TensorFlow

Jul 6, 2021 | AI, Machine Learning, Python

The code that accompanies this article can be received after subscription * indicates required Email Address * When talking about neural networks and deep learning, we usually think about feed-forward neural networks and supervised learning. To be more precise, we are...

Transfer Learning and Image Classification with ML.NET

Mar 22, 2021 | .NET, AI, C#, Machine Learning

It is always fun and educational to read deep learning scientific papers. Especially if it is in the area of the current project that you are working on. However, often these papers contain architectures and solutions that are hard to train. Especially if you want to...

Back to Machine Learning Basics – Linear Regression with Python, SciKit Learn, TensorFlow and PyTorch

Jul 20, 2020 | AI, Python

The code that accompanies this article can be found here. Deep Learning and Machine Learning are no longer a novelty. Many applications are utilizing the power of these technologies for cheap predictions, object detection and various other purposes. At this blog, we...

Detection of COVID-19 in chest X-Rays with Deep Learning

Mar 23, 2020 | AI

The code presented in this article can be found here. COVID-19 virus hit us hard. Warnings from Nicolas Taleb that our interconnectedness could cause wide pandemic were true. Schools are closed and most of us are working from home, spending time in isolation and...

Deploying Machine Learning Models – pt. 3: gRPC and TensorFlow Serving

Feb 24, 2020 | AI

The code presented in this article can be found here. In the previous articles, we explored how we can serve TensorFlow Models with Flask and how we can accomplish the same thing with Docker in combination with TensorFlow Serving. Both of these approaches utilized...

Deploying Machine Learning Models – pt. 2: Docker & TensorFlow Serving

Feb 17, 2020 | AI

In the previous article, we started exploring the ways one deep learning model can be deployed. There we decided to run a simple Flask Web app and expose simple REST API that utilizes a deep learning model in that first experiment. However, this approach is not very...

Implementing Self-Organizing Maps with Python and TensorFlow

Transfer Learning and Image Classification with ML.NET

Back to Machine Learning Basics – Linear Regression with Python, SciKit Learn, TensorFlow and PyTorch

Detection of COVID-19 in chest X-Rays with Deep Learning

Deploying Machine Learning Models – pt. 3: gRPC and TensorFlow Serving

Deploying Machine Learning Models – pt. 2: Docker & TensorFlow Serving

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