Day: December 9, 2020

Big Data Databricks Privacy

The Beauty of Data Privacy Engineering

Privacy engineering is an emerging discipline within the software and data engineering domains aiming to provide methodologies, tools, and techniques such that the engineered systems provide acceptable levels of privacy. In this talk, learn about Databricks’ recent work on anonymization and privacy preserving analytics on large scale geo location datasets. In particular, the focus is […]

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Developer

GraphQL Schema Design

Your GraphQL schema is a contract of the data that clients can request from your API. A well designed schema is essential for any GraphQL enabled application. In this video, Cecil Phillip & Michael Staib talk about some important aspects of GraphQL schema design with the Hot Chocolate framework.  Index: [00:38] – Overview of GraphQL […]

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Developer Machine Learning SQL Server

Using SQL Server Data in ML.NET Model Builder

Jon Wood shows us how to use the new SQL Data Loader in ML.NET Model Builder to load in training data. He also creates an Azure SQL database and load the data from an F# script. F#! Related links: Blog post – https://devblogs.microsoft.com/dotnet/ml-net-model-builder-november-updates/ F# Code – https://github.com/jwood803/LoadWineDataToSql/blob/main/LoadWineDataToSql/Program.fs Data – https://archive.ics.uci.edu/ml/datasets/Wine+Quality

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Databricks Spark

Spark SQL Beyond the Official Documentation

This video with David Vrba focuses on some internal features of Spark SQL which are not well described in official documentation with a strong emphasis on explaining these features on some basic examples while sharing some performance tips along the way.

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MLOps

The Data Behind MLOps

Here’s an exceptional conversation with Yaron, co-founder, and CTO of Iguazio. Yaron shares the challenges that still exists in developing Machine Learning based product for production, how having variety of data matters, how the platform supports performance at scale and enables real-time use cases and how Iguazio is fully integrated with Azure ML Studio, Microsoft […]

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Developer

2021 Tech Trends & Predictions for Developers

It’s that time of year when everyone ponders what lies ahead in the New Year. Fireship explores the trends that will influence technology and makes predictions on the year for developers.

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Science

Intelligence Without Brains?

How much brain do you need to be intelligence?  What is intelligence, anyways? It’s a question that comes up a lot in AI research. Bees and ants perform marvels as colonies, though each individual insect has barely any brain. Plants—with no brain at all—exhibit behaviors that, by any definition, count as intelligent. Brace yourself for […]

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Data SQL Server

How to Automate Disaster Recovery in SQL Server On-Prem

Are you prepared if a tornado filled with sharks destroys your primary data center? Sure, you may have backed up your databases, but what about logins, agent jobs or extended events? In this episode of Data Exposed, join Chrissy LeMaire  as she demos how disaster recovery can be simplified using the SQL Community’s SQL Server […]

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