How AI And Deep Learning Are Shaping Education: An Interview With Terry Sejnowski
Terry Sejnowski talks to us about how artificial intelligence is shaping the future of education.
5 years ago
Articles
A Guide to AdaBoost: Boosting To Save The Day
AdaBoost is a very popular boosting technique. Here we'll cover the AdaBoost algorithm, its pros and cons, and implement it in Python using scikit-learn.
By
Vihar Kurama
Do Machines Dream? An Interview With Terry Sejnowski on Boltzmann Machines and The Brain
Terry Sejnowski talks to us about machines dreaming, the birth of the Boltzmann machine, the inner-workings of the brain, and how we recreate them in AI.
5 years ago
The Future of ML: Unsupervised Learning, Reinforcement Learning, or Something Else?
Yoshua and Samy Bengio, Yann Lecun, Rich Sutton and Sergey Levine talk about the future of machine learning and how unsupervised learning methods will likely get us to human-level intelligence in machines.
5 years ago
Working With The Lambda Layer in Keras
In this tutorial we'll cover how to use the Lambda layer in Keras to build, save, and load models which perform custom operations on your data.
5 years ago
Understanding GauGAN Part 4: Debugging Training & Deciding If GauGAN Is Right For You
In this post we cover how to tackle common training issues that may arise with GauGAN. We conclude with advice on whether GauGAN will fit your business needs or not.
5 years ago
Climate Change, China and AI
Climate change and competition with China are the two things that top my list of the most important trends in machine learning. I had the opportunity to talk with key people in both of those realms in recent months for the Eye on AI podcast.
5 years ago
Understanding GauGAN Part 3: Model Evaluation Techniques
In Part 3 of the GauGAN series we cover how to evaluate model performance, and how GauGAN compares to models like Pix2PixHD, SIMS, and CRN.
5 years ago
Image Compression Using Autoencoders in Keras
In this tutorial we cover a thorough introduction to autoencoders and how to use them for image compression in Keras.
5 years ago
