ARTICLES
Google Cloud Introduces Advanced AI Pipelines Packages
Machine Learning at scale is a complex web of glued together software. Building an enterprise pipeline that's seamless and easy to use is a challenge most companies never seem to get right. The tools that support AI seem like they're almost a decade behind software...
When to Use CPU, GPUs or TPUs
It's an amazing time for data scientists everywhere, as the hardware needed to crunch numbers like never before comes online. It wasn't long ago that there were only a few chip manufacturers in the world, Intel and AMD, working on essentially the same architecture for...
Data Logging: Sampling versus Profiling
When it comes to AI applications, the lack of tools and standardized approaches mean that logging is often spotty and incomplete. Here, I compare two approaches to data logging: sampling and profiling.
Keras Creator Francois Chollet Tells Us Why Games are a Terrible Measure of AI Intelligence
In this interview with the Verge, well respected machine learning researcher and Keras creator Francois Chollet talks about why games like Go and DOTA2 don't get us any closer to real, artificial general intelligence. That's why he created a new kind of Turing style...
Roads, Where We’re Going We Don’t Need Roads
There’s an exciting side to AI. Intense, multi-million dollar research over many years that leads to a billion dollar algorithmic breakthrough that keeps self-driving cars from crashing or detects lung cancer better than ever is glamorous part of intelligent...
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