What is a Gradient Descent? If you’ve read about how neural networks are trained, you’ve almost certainly come across the term “gradient descent” before. Gradient descent...
What is Backpropagation? Deep learning systems are able to learn extremely complex patterns, and they accomplish this by adjusting their weights. How are the weights of...
What is Meta-Learning? One of the fastest-growing areas of research in machine learning is the area of meta-learning. Meta-learning, in the machine learning context, is the...
Perhaps you’ve wondered how Facebook or Instagram is able to automatically recognize faces in an image, or how Google lets you search the web for similar...
One of the most powerful analytical tools in machine learning and data science in the confusion matrix. The confusion matrix is capable of giving the researchers...
What is Computer Vision? Computer vision algorithms are one of the most transformative and powerful AI systems in the world, at the moment. Computer vision systems...
What are Artificial Neural Networks (ANNs)? Many of the biggest advances in AI are driven by artificial neural networks. Artificial Neural Networks (ANNs) are the connection...
In machine learning, most tasks can be easily categorized into one of two different classes: supervised learning problems or unsupervised learning problems. In supervised learning, data...
Unstructured data is data that isn’t organized in a pre-defined fashion or lacks a specific data model. Meanwhile, structured data is data that has clear, definable...
What is Transfer Learning? When practicing machine learning, training a model can take a long time. Creating a model architecture from scratch, training the model, and...
What is a Decision Tree? A decision tree is a useful machine learning algorithm used for both regression and classification tasks. The name “decision tree” comes...
What is Reinforcement Learning? Put simply, reinforcement learning is a machine learning technique that involves training an artificial intelligence agent through the repetition of actions and...
Deep learning is one of the most influential and fastest growing fields in artificial intelligence. However, getting an intuitive understanding of deep learning can be difficult...
Machine learning is one of the quickest growing technological fields, but despite how often the words “machine learning” are tossed around, it can be difficult to...
