Machine Learning

ResNet Neural Network

ResNet: Residual Neural Networks -easily explained!

18. March 202314. October 2022
Machine Learning

Explanation of a residual neural network with example in TensorFlow.

Kräne in Anlehnung an Batch Normalization

What is Batch Normalization?

1. March 20237. January 2023
Machine Learning

Explanation of Batch Normalization and its advantages.

Das Bild zeigt Berge in Anlehnung an XGBoost.

What is XGBoost?

25. February 202318. March 2023
Machine Learning

Explanation of the XGBoost library including the gradient boosting method.

Das Bild zeigt einen Helikopter in Anlehnung an Apache Airflow.

What is Apache Airflow?

11. February 202316. December 2022
Data

Apache Airflow explained with architecture and application examples.

Das Bild zeigt eine Statue von Apache Kafka.

What is Apache Kafka?

4. February 202318. October 2022
Data

Structure of Apache Kafka explained with possible fields of application.

Übersichtsblatt zum Thema Algorithmus oder Algorithm

What is an Algorithm?

28. January 202324. October 2022
ML - Blog

Explanation of Algorithms with examples and reference to Machine Learning.

Das Bild zeigt Funken in Anlehnung an Apache Spark.

What is Apache Spark?

21. January 20236. January 2023
Data

Explanation of Apache Spark with a comparison to Hadoop.

Das Bild zeigt Neuronen in Anlehnung an Perceptron.

What is a Perceptron?

7. January 202312. February 2023
Machine Learning

Explanation of perceptrons with example and how neural networks arise from them.

Das Bild zeigt ein Ankleidezimmer in einem Kleidungsladen in Anlehnung an Overfitting.

What is Overfitting?

10. December 202212. February 2023
Machine Learning

Overfitting explained and strategies for avoiding it listed.

Das Bild zeigt eine Grafikkarte.

What does a Graphics Card do?

3. December 202224. August 2022
ML - Blog

Description of the structure of graphics cards and how to find the optimal GPU.

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