AI Detectives are Cracking Open the Black Box of Deep Learning
Here’s a great look at how neural networks work and how researchers are taking a closer look at how they actually work.
Tagged: Deep Learning
Deep Learning Research and the Future of AI
AI deep learning expert and University of Montreal Professor Yoshua Bengio talks about deep learning: what it is, how we got where we are, where it’s headed, and how you can learn more about it. In this video, he discusses the latest in neural networks, unsupervised learning, generative adversarial networks,...
The Rise of Artificial Intelligence through Deep Learning
Yoshua Bengio talks about the rise of AI through the use of deep learning and what it means for humanity.
NVIDIA Unveils GPU-Accelerated AI Cloud Platform for Deep Learning
NVIDIA CEO and founder Jensen Huang introduces the NVIDIA GPU Cloud platform to jump-start GPU-accelerated deep learning. In this keynote, he announces the inferencing compiler TensorRT for the TensorFlow deep learning framework and unveils the Tesla V100 for hyperscale inferencing.
What Is Deep Learning?
In case my previous blog post linking the deep learning that glossed over some fundamentals of the deep learning, then here’s a great introductory video on the topic.
How to Learn from Little Data
These days, the world is awash in data. There’s no shortage of it. However, sometimes you don’t have all the data you need to glean any insight out of. But all hope is not lost: enter meta-learning. Here’s an interesting look at meta-learning and how to learn from a shortage...
PyTorch in 5 Minutes
Siraj Raval uses his high energy style to explaing PyTorch in five minutes. This new library is becoming popular pretty fast, as is everything else in the AI and Machine Learning space. And we wouldn’t want it any other way.
Machine Learning vs Deep Learning
MATLAB has a great video explaining the difference between Machine Learning and Deep Learning. These terms that are often used interchangeably, much to the chagrin of beginners.
Deep Learning for Time Series Made Easy
In this presentation from PyData Amsterdam, Dafne van Kuppevelt explores how to make deep learning easier for time-series data with mcfly, an open source python library, to help machine learning novices explore the value of deep learning for time series data.
How to Generate Images with Deep Learning
Siraj Raval has a new video out on how to build a variational autoencoder. It will be capable of generating novel images after being trained on a collection of images. Using handwritten digit images as training data, he’ll both generate new digits and plot out the learned embeddings. He also...
