Education

AI Robotics

Artificial Intelligence 3D Kit | Explore the three-dimensional recognition and positioning

This video is from Elephant Robotics. Artificial Intelligence 3D Kit is a robotic solution featuring a 3D camera for easy three-dimensional recognition. With 4 advanced recognition algorithms, this kit eliminates the need for complex position calibration. It supports 2 major application scenarios and offers open-source Python-based code for controlling robotic arms. It is compatible with […]

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AI Neural Networks

Transposed Convolutions in Neural Networks – Interactive Demo App

This video is from deeplizard. Transposed convolutions are a particular type of upsampling technique often used in neural networks, particularly GANs. Just like other upsampling techniques, transposed convolutions increase the size of data. For image data, transposed convolutions are used to increase image dimensions. Use the interactive demonstration below to gain a better understanding of […]

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Python

AsyncIO, await, and async – Concurrency in Python

This video from Socratica covers the asyncio module. The asyncio module in Python helps you use concurrency in your code. In this lesson, you’ll learn about subroutines & coroutines, concurrency vs. parallelism, and how to use the async/await keywords to create a coroutine, and to run a batch of coroutines using convenience functions in the […]

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AI Generative AI

Upsampling in Neural Networks – Interactive Demo App

This video is from deeplizard. In deep learning, upsampling is a technique used to increase the size of data. For image data, upsampling is used to increase image dimensions. It does this by inferring values for the newly introduced pixels in the upsampled output space from the original image input. Use the interactive demonstration below […]

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Data Science Python

Jan van der Vegt takes us on a walk through the isolation forest

This video is from PyData. Anomaly detection can help with fraud detection, predictive maintenance and cyber security cases amongst others. Next to this it can help on a meta level for other machine learning projects by detecting outliers during training or inference. One of the approaches to anomaly detection is called Isolation Forests. In this […]

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AI Economics of AI

How AI Could Save (Not Destroy) Education | Sal Khan | TED

This video is from TED. Sal Khan, the founder and CEO of Khan Academy, thinks artificial intelligence could spark the greatest positive transformation education has ever seen. He shares the opportunities he sees for students and educators to collaborate with AI tools — including the potential of a personal AI tutor for every student and […]

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