Azure Machine Learning Notebook VM の 3 つの特長
2019年6月10日
データ サイエンティストの職務は絶えず変化します。そのため、高速かつ柔軟な環境が必要になる一方で、組織のセキュリティ ポリシーやコンプライアンス ポリシーに従う必要もあります。2019 年 5 月に発表された Notebook Virtual Machine (VM) は、そうした相反する要件を満たすと同時に、データ サイエンティストのエクスペリエンス全体を簡素化します。
Deep Learning
Intel and Microsoft bring optimizations to deep learning on Azure
2019年3月7日
We are happy to announce that Microsoft and Intel are partnering to bring optimized deep learning frameworks to Azure. These optimizations are available in a new offering on the Azure marketplace called the Intel Optimized Data Science VM for Linux (Ubuntu).
PyTorch on Azure: Deep learning in the oil and gas industry
2019年2月11日
Drilling for oil and gas is one of the most dangerous jobs on Earth. Workers are exposed to the risk of events ranging from small equipment malfunctions to entire off shore rigs catching on fire.
Build your own deep learning models on Azure Data Science Virtual Machines
2019年2月5日
As a modern developer, you may be eager to build your own deep learning models, but aren’t quite sure where to start. If this is you, I recommend you take a look at the deep learning course from fast.ai. This new fast.ai course helps software developers start building their own state-of-the-art deep learning models.
GPUs vs CPUs for deployment of deep learning models
2018年9月11日
Choosing the right type of hardware for deep learning tasks is a widely discussed topic. An obvious conclusion is that the decision should be dependent on the task at hand and based on factors such as throughput requirements and cost.
Training a neural network to play Hangman without a dictionary
2017年7月27日
We used reinforcement learning and CNTK to train a neural network to guess hidden words in a game of Hangman. Our trained model has no reliance on a reference dictionary: it takes as input a variable-length, partially-obscured word (consisting of blank spaces and any correctly-guessed letters) and a binary vector indicating which letters have already been guessed. In the git repository associated with this post, we provide sample code for training the neural network and deploying it in an Azure Web App for gameplay.
Deep learning for predictive maintenance with Long Short Term Memory Networks
2017年6月21日
This notebook serves as a tutorial for beginners looking to apply deep learning in predictive maintenance domain.
Deploy Cognitive Toolkit model to Azure Web Apps
2017年5月23日
Azure offers several ways of deploying a deep-learning model (e.g. CNTK): Windows Web App, Linux (Docker) Web App, and Azure Container Services (Docker). Both of the Docker methods are perhaps more…
From “A PC on every desktop” to “Deep Learning in every software”
2016年11月29日
Deep learning is behind many recent breakthroughs in Artificial Intelligence, including speech recognition, language understanding and computer vision. At Microsoft, it is changing customer experience in many of our applications and services, including Cortana, Bing, Office 365, SwiftKey, Skype Translate, Dynamics 365, and HoloLens.