Web Class – Introduction to AI

Transcript In this video I just need to introduce the concept of what artificial intelligence and machine …

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Machine Learning Fundamentals
Free Ebook – Machine Learning For Human Beings

We are excited to announce the launch of our free ebook Machine Learning for Human Beings, …

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Dimensionality Reduction

Dimensionality Reduction is a powerful technique that is widely used in data analytics and data …

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All About Autoencoders

Data compression is a big topic that’s used in computer vision, computer networks, computer architecture, …

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Face Recognition with Eigenfaces

Face recognition is ubiquitous in science fiction: the protagonist looks at a camera, and the camera …

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Clustering with Gaussian Mixture Models

Clustering is an essential part of any data analysis. Using an algorithm such as K-Means …

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Data Clustering with K-Means

Determining data clusters is an essential task to any data analysis and can be a …

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A Guide to Improving Deep Learning’s Performance

Although deep learning has great potential to produce fantastic results, we can’t simply leave everything …

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Overview of Machine Learning

Computers are incredibly dumb. They have to be told explicitly what to do in the …

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