What bird is that? Bird sound classification using machine learning
Building upon our bird detection model, we create a classifier that can identify different bird species based on their sounds using advanced neural network architectures.
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What bird is that? Bird detection using machine learning
Building a bird classification system using machine learning, starting with a model that can detect whether a recording contains bird sounds.
What bird is that? Machine learning on audio data
An introduction to working with audio data in machine learning, exploring how sound is represented digitally and how we can process it for analysis.
Fashionable Machine Learning
An introduction to basic machine learning techniques using the MNIST and Fashion-MNIST datasets to demonstrate the power of neural networks and transfer learning.
Demystifying Artificial Intelligence
What is AI and how does it relate to data science? In this post we will try to demystify AI and explain the core concepts of machine learning, neural networks, and their real-world applications.