Extracting Information From Unstructured Documents with Azure Form Recognizer
ModelingAzureMicrosoftposted by ODSC Community April 28, 2022
Extracting information from unstructured documents such as contracts is usually manual and involves tediously reading and understanding substantial amounts of documents to find specific information and manually extracting the information to digitize it. The process consumes a significant amount of a lawyer’s billable hours and is... Read more
Azure for Machine Learning Engineers
Machine LearningModelingAzureposted by ODSC Community March 22, 2022
As more and more companies decide to move their on-premises datacenters to the cloud, cloud skills are now becoming increasingly important. In 2020, Microsoft Azure was declared the fastest growing cloud provider and therefore I decided to challenge myself to learn more about their Data... Read more
Creating Managed Online Endpoints in Azure ML
Machine LearningModelingAzureMicrosoftposted by ODSC Community March 15, 2022
Suppose you’ve trained a machine learning model to accomplish some task, and you’d now like to provide that model’s inference capabilities as a service. Maybe you’re writing an application of your own that will rely on this service, or perhaps you want to make the service... Read more
Top 10 AI Companies Coming to the ODSC East AI Expo Hall
Business + ManagementConferencesAzureEast 2022Microsoftposted by ODSC Team March 8, 2022
With ODSC East right around the corner, coming April 19-21, it’s time to focus on some of the hot topics that you need to know. On everyone’s mind of course is artificial intelligence, where it’s going, and what will the future look like as the scale... Read more
40 In-Demand Machine Learning Engineering Platforms and Skills for 2022
Career InsightsFeatured PostAzureposted by ODSC Community March 1, 2022
The role of Machine Learning (ML) Engineer is in demand and 2022 will be no exception. However, each year the skills and certainly the platforms change somewhat. Certain skills become or less popular, new platforms and frameworks are cycled in, and responsibilities change. To get a... Read more
Creating Spectrograms and Scaleograms for Signal Classification
Machine LearningModelingAzureMicrosoftposted by ODSC Community February 15, 2022
In this post, I’ll explain how to convert time-series signals into spectrograms and scaleograms, which are image representations of those signals that contain both frequency and time information. In a future post, we’ll use the images created here to classify the signals. I’ll explain the intuition... Read more
20 NLP Platforms and Skills That Employers Are Looking For in 2022
Career InsightsModelingNLP/Text Analytics2022Azureposted by ODSC Team February 8, 2022
NLP is in right now. As the world struggles with COVID-19 still, companies are finding more use for chatbots, conversational AI, and so on. Just as we did with data engineering skills, we looked at over 20,000 NLP job descriptions to find the most in-demand NLP... Read more
Emily Dickinson and the Meter of Mood: An Experiment in Text Analysis
ModelingNLP/Text AnalyticsAzureMicrosoftposted by ODSC Community January 26, 2022
Article by Jen Looper, Principal Cloud Developer Advocate Lead at Microsoft on the Next Generation Team. I tie my Hat — I crease my Shawl — Life’s little duties do — precisely — As the very least Were infinite — to me — I put new... Read more
20 Data Engineering Platforms & Skills Needed in 2022
Career InsightsFeatured PostAzuredata engineeringposted by ODSC Team January 25, 2022
Data engineering is overtaking “data science” as the hot skillset of the 2020s. Companies are actively seeking people to collect data and load it into pipelines for the rest of the data science team to clean and organize. Without this data, there would be no data... Read more
Hackathon Shows Banking Innovation Potential of Cloud-Deployed Analytics
Business + ManagementFinancial ServicesAzureBankingSASSAS Blogposted by ODSC Community December 14, 2021
The way the pandemic accelerated digital transformation has opened many doors for data science. It forced many normal functions and operations into virtual models that generate streams of data. And since data and AI became synonymous with innovation long before COVID-19, the pandemic effectively accelerated innovation... Read more
AIOps with Azure Metrics Advisor
Modelingposted by Sheamus McGovern May 18, 2022
AIOps with Azure Metrics Advisor AIOps is a term introduced by Gartner in 2016, referring to...
4 Techniques To Deal With Missing Data in Datasets
Modelingposted by ODSC Community May 17, 2022
Missing data is a problem for every data scientist as we may not be able to...
Overcoming the Social Biases in Natural Language Processing Systems
Modelingposted by ODSC Community May 16, 2022
Editor’s note: Danushka Bollegala is a speaker for ODSC Europe 2022. Be sure to check out...
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