LinkedIn, Netflix, Twitter, Yahoo and PayPal - to only name a few companies which are using Apache Kafka for example for data streaming, messaging, log aggregation or event sourcing. As you can imagine, the collected...
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Convolutional Neural Nets are state of the art in image classification, but what are Capsule Networks and why do they might perform better than CNNs?
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Introduction In our last blog post about Automated Meter Reading (AMR), we tackled the automated reading of meter digits by using different (static) preprocessing methods to segment single digits, followed by a template matching procedure...
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Monitoring business-related metrics, such as revenue, sales numbers, etc. provides a huge value in addition to pure technical observability. Established, widespread open-source monitoring tools such as inspectIT Ocelot, Prometheus, Grafana, InfluxDB, and many more allow...
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December 2018
Reinforcement learning - Part 3: Creating your own gym environment
December 2018
Reinforcement learning – Part 2: Getting started with Deep Q-Networks
November 2018
Reinforcement learning – Part 1: Introduction to Q-learning
November 2018
GANs – Applied on Novatec employees
October 2018
Recurrent Neural Networks for time series forecasting
October 2018
Dive into the World of Data Mining! Part 3: Optimization of model