Niklas Donges

Founder at AM Software

Expertise: Machine learning and software engineering

Education: CODE University of Applied Sciences

Niklas Donges is an entrepreneur, technical writer, AI expert and founder of AM Software.

10 Articles

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Niklas Donges Niklas Donges
Updated on August 28, 2025

Types of Data in Statistics: A Guide

Nominal, ordinal, discrete and continuous data are the main types of data used in statistics. Here's a comprehensive guide to each type.

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Niklas Donges Niklas Donges
Updated on October 17, 2024

A Guide to Recurrent Neural Networks (RNNs)

In this guide to recurrent neural networks, we explore RNNs, backpropagation and long short-term memory (LSTM).

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Niklas Donges Niklas Donges
Updated on August 01, 2024

Gradient Descent in Machine Learning: A Basic Introduction

Take a high-level look into gradient descent — one of ML's most popular algorithms.

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Niklas Donges Niklas Donges
Updated on November 26, 2024

Random Forest: A Complete Guide for Machine Learning

All you need to know about the random forest model in machine learning.

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Niklas Donges Niklas Donges
Updated on December 18, 2024

Intro to Descriptive Statistics for Machine Learning

What you need to know to get started with descriptive statistical analysis.

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Niklas Donges Niklas Donges
Updated on August 30, 2022

What is Linear Algebra? Basic Linear Algebra for Deep Learning

An introduction to linear algebra.

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Niklas Donges Niklas Donges
Updated on August 09, 2022

How to Build a Neural Network With Keras Using the IMDB Dataset

This neural network will predict the sentiment of user reviews in the famous IMDB dataset

Niklas Donges Niklas Donges
Updated on August 15, 2023

4 Disadvantages of Neural Networks

Deep learning is getting a lot of hype right now, but neural networks aren't the answer to everything.

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Niklas Donges Niklas Donges
Updated on September 05, 2023

Introduction to Natural Language Processing (NLP)

The ultimate goal of natural language processing is to help computers understand language as well as we do.

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Niklas Donges Niklas Donges
Updated on August 15, 2024

What Is Transfer Learning? Exploring the Popular Deep Learning Approach.

Discover the value of transfer learning and how to use it.

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