Convolutional Neural Network in TensorFlow with CIFAR10 images
Create a Convolutional Neural Network in Python with Tensorflow.
Niklas Lang
I have been working as a machine learning engineer and software developer since 2020 and am passionate about the world of data, algorithms and software development. In addition to my work in the field, I teach at several German universities, including the IU International University of Applied Sciences and the Baden-Württemberg Cooperative State University, in the fields of data science, mathematics and business analytics.
My goal is to present complex topics such as statistics and machine learning in a way that makes them not only understandable, but also exciting and tangible. I combine practical experience from industry with sound theoretical foundations to prepare my students in the best possible way for the challenges of the data world.
Understanding the Backpropagation Algorithm
Introduction to the backpropagation algorithm with explanation of the gradient method and error backpropagation.
What is Pandas?
Supercharge your data analysis with pandas. Manipulate, analyze, and visualize data effortlessly in Python. Unleash the power of pandas!
What are Convolutional Neural Networks (CNN)?
Learn how Convolutional Neural Networks use three-dimensional data for image classification and object recognition.
What does Google know about me? Find it out!
What does Google know about me? Here’s how to find out, delete, and understand why the data is being collected.
Population and Sample – simply explained!
Definition of population and sample with examples, advantages of sampling and sampling methods.
Correlation and Causation – easily explained!
Discover relationships in your data with correlation analysis. Measure the strength and direction of associations.
Filter Bubbles on the web – 4 things you can do about it
Filter bubbles explained with definition, examples and ways to avoid them.