Development

Machine Learning

How to Analyze Logistic Regression Performance with ROC Curves

Join Bea Stollnitz, a Principal Cloud Advocate at Microsoft, as she teaches you how to analyze the performance of your logistic regression model using ROC (Receiver Operating Characteristic) curves. We’ll be using these to evaluate the Logistic regression classifier built in the previous video using our pumpkin data set 🎃.

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SQL Server

What’s new in SQL Server Data Tools (SSDT)?

The latest version of SQL Server Data Tools (SSDT) [Version 17.6 GA] was released in May 2023. In this episode of Data Exposed with Anna Hoffman and Subhojit Basak, they’ll highlight the latest features that are being added to SSDT and give a sneak peek on the features coming next.

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Machine Learning

How to Analyze and Clean a Dataset [Part 8] | Machine Learning for Beginners

In this video from Microsoft Developer, Bea Stollnitz, a Principal Cloud Advocate at Microsoft, guides you through analyzing and cleaning a dataset.

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Data SQL Server

How to Reduce costs and increase SQL license utilization using Azure Hybrid Benefit

In this episode of the Azure Enablement Show, Thomas talks with Kyle and Chris from Microsoft Azure about this how this new feature makes it easy to apply SQL Server licenses to Azure at scale, gain confidence in compliance by limiting the number of roles who can apply SQL Server licenses to AHB and centralizing […]

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Azure

Armchair Architects: Concentration Risk

In this episode of the Azure Enablement Show, Uli, Eric, and David discuss the risks of concentrating your solution on one technology and how to avoid what Uli terms ‘silly miracles’ and ‘shiny objects’. Concentration risk is defined in the financial sector as an over-investment or over-indexing in a specific area to the detriment of […]

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Azure Azure SQL

Bring your SQL expertise to the Data Lake with Serverless SQL Pools

Big data analytics is within easy reach of SQL developers and analysts by using Synapse Analytics Serverless SQL Pools. Data stored in Azure Data Lake can be analysed at scale by using this new data processing engine built by Microsoft. In this session with Andy Culter, we’ll see how SQL developers can bring their expertise […]

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AI

How to Train Hugging Face Models in Less Time

Jingya Huang joins Cassie Breviu to talk about how to use Optimum + ONNX Runtime to accelerate the training of Hugging Face models. In the demo, we will fine-tune the DeBERTa model with Trainer and show the gain by leveraging the ONNX Runtime backend.

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Azure

The Cloud Clinic: Making sure you’re getting full value from your cloud spend

This video is from Microsoft Developer. Ensuring that you’re getting the maximum value from your cloud spend requires training your technical staff to use cloud-based monitoring solutions to properly understand how your application is responding to different stresses. In this episode of the Azure Enablement Show, David and Magnus discuss some of the challenges and […]

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AI Ethics

Responsible AI Mitigations and Tracker

On this episode of the AI Show, Besmira Nushi and Marah Abdin stop by to demo two new releases as part of the Responsible AI Toolbox. The Responsible AI Mitigations library and Python library for implementing and exploring mitigations for Responsible AI. And the Responsible AI Tracker – JupyterLab extension for tracking, comparing, and validating […]

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