This is a guest post by Gilad David Maayan. Optimizing images is crucial for maintaining a good user experience on your website. Load time statistics show that if the average page load exceeds 3 seconds, the abandonment rates soar to…
Couple of months back we investigated parts of TensorFlow's ecosystem beyond standard library. To be more precise, we investigated TensorFlow.js and how you can build and train models in the browser and/or in the Node.js. However, we didn't manage one important topic - integration.
So far in our journey through the interesting architecture of Transformer we covered several topics. First we had a chance how this huge system looks like from the higher level. We saw how this type of sequence-to-sequence model harness the same principles…
One of the key-metrics in every business that defines success is SLA, or – Service Level Agreements. Metrics, or values that SLA defines are based off of the business it supports, and it may be anything that is needed: sales…
In one of the previous articles, we kicked off the Transformer architecture. Because they are massive systems we decided to split implementation into several articles and implement it part by part. In this one, we cover Encoder and Decoder.
Forecasting, in business, is usually related to the certain volume of: sales, influx of calls, or anything that your company is doing, based off of the historical data.
In this and next couple of articles we will be able to see how one can implement one of these monumental architectures.
In this article, we explore the interesting architecture of Transformers, a special type of sequence-to-sequence models used for language modeling, machine translation, etc.
Now, if there is something that data scientists like to do, is merge concepts and create new beautiful and unexpected models. That is why in this article, we will find out what happens when we give the learning agent ability to "see", i.e. what happens when we involve convolutional neural networks into Deep Q-Learning framework.
As a person coming from .NET world, it was quite hard to get into machine learning right away. One of the main reasons was the fact that I couldn't start Visual Studio and try out these new things in the…
MongoDB has quickly become the foremost NoSQL database on the market, having been adopted by companies of all sizes for the various benefits it offers toward building modern applications. In this interactive course, you'll get to see for yourself why there's so much hype around MongoDB, and learn all about how to use it.
