Quick-Start Guide to the Data Science Bowl Lung Cancer Detection Challenge, Using Deep Learning, Microsoft Cognitive Toolkit and Azure GPU VMs

This post is by Miguel Fierro, Data Scientist, Ye Xing, Senior Data Scientist, and Tao Wu, Principal Data Scientist Manager, all at Microsoft. Since its launch in mid-January, the Data Science Bowl Lung Cancer Detection Competition has attracted over than 1,000 submissions. To be successful in this competition, data scientists need to be able to… Read more

Cloud-Scale Text Classification with Convolutional Neural Networks on Microsoft Azure

This post is by Miguel Fierro, Ilia Karmanov, Thomas Delteil, Andreas Argyriou, and Max Kaznady, all Data Scientists at Microsoft. Natural Language Processing (NLP) is one of the fields in which deep learning has made significant progress. Specifically, the area of text classification, where the objective is to categorize documents, paragraphs or individual sentences into… Read more

Julia – A Fresh Approach to Numerical Computing

This post is authored by Viral B. Shah, co-creator of the Julia language and co-founder and CEO at Julia Computing, and Avik Sengupta, head of engineering at Julia Computing. The Julia language provides a fresh new approach to numerical computing, where there is no longer a compromise between performance and productivity. A high-level language that… Read more

New Year & New Updates to the Windows Data Science Virtual Machine

This post is authored by Gopi Kumar, Principal Program Manager in the Data Group at Microsoft. First of all, a big thank you to all users of the Data Science Virtual Machine (DSVM) for your tremendous response to our offering in 2016. We’re looking forward to a similarly great year in 2017. The new year… Read more

Add Intelligence to Any SQL App, with the Power of Deep Learning

Re-posted from the SQL Server blog. Recent results and applications involving Deep Learning have proven to be incredibly promising, and across a diverse set of areas too, including speech recognition, language understanding, computer vision and more. Deep Learning is changing customer expectations and experiences around a variety of products and mobile apps, whether we’re aware… Read more

Hello 2017, and Recap of Top 10 Posts of 2016

As we kick off what will surely be another very exciting year of progress in artificial intelligence, machine learning and data science, we start with a quick recap of our “Top 10” most popular posts (based on aggregate readership) from the year just concluded. Here are the posts that had the most page views in… Read more

Singapore Machine Learning & Data Science Summit – Recap

This post is authored by Tamarai G V, Senior Product Marketing Manager at Microsoft. Singapore has started to embrace the many benefits of digital transformation, and data plays a central role in this process. From using non-traditional indicators such as electricity consumption and public transportation to monitor the economy to helping the government improve the… Read more

Microsoft at NIPS 2016, Barcelona, Where AI is the Buzz

Re-posted from the Microsoft Research blog. The 30th annual Conference on Neural Information Processing Systems (NIPS) is on next week, from December 5th through 10th, in Barcelona. For those of you who are not familiar with NIPS, it’s an annual machine learning and computational neuroscience conference, featuring many exciting talks, demos, poster presentations and workshops,… Read more

Empowering Developers with AI & Deep Learning

Re-posted from the Azure blog. Deep Learning is powering many of the biggest breakthroughs in Artificial Intelligence in recent times, spanning areas such as speech recognition, language understanding and computer vision. Indeed, Deep Learning is now changing the very customer experience around many Microsoft products, including HoloLens, Skype, Cortana, Office 365, Bing and more. Our… Read more

How We Share Machine Learning, Analytics & Data Science at Microsoft

We recently concluded the Fall 2016 edition of the Machine Learning, Analytics & Data Science (MLADS) conference, Microsoft’s largest internal gathering of employees focused on this very important field. This latest edition was the sixth in a very popular series that we launched in spring 2014, and with over 3,000 employees participating over the course… Read more