Docs on Azure SQL Database Machine Learning Services

Docs on Azure SQL Database Machine Learning Services

Overview of the new documentation on Azure SQL Database Machine Learning Services (Preview). More resources: https://docs.microsoft.com/en-us/azure/sql-database/sql-database-quickstart-r-create-script https://docs.microsoft.com/en-us/azure/sql-database/sql-database-tutorial-predictive-model-prepare-data. Details
Learning-Based Sketching Algorithms

Learning-Based Sketching Algorithms

Related to a previous post on Data Driven Algorithm Design, this talk from "Geometry of Deep Learning" 2019 event at Microsoft Research Details
A Quick Primer on Feedforward Neural Networks

A Quick Primer on Feedforward Neural Networks

A lot of the recent advancements in AI are based upon deep learning technology. While there are many classic machine learning algorithms based around statistical algorithms, deep... Details
How to Build a Cybersecurity Startup

How to Build a Cybersecurity Startup

In this video, Siraj Raval demonstrates how to build a CyberSecurity startup around a demo app called DharmaSecurity, a fraud detection tool for businesses. The... Details
TensorFlow’s Neural Structured Learning Makes Deep Learning Super Easy

TensorFlow’s Neural Structured Learning Makes Deep Learning Super Easy

TensorFlow is already one of the most popular tools for creating deep learning models. Google this week introduced Neural Structured Learning (NSL) to make this... Details
DeepMind’s New Dreams Up Videos on Many Topics

DeepMind’s New Dreams Up Videos on Many Topics

In this video, Two Minute Papers explores the paper “Efficient Video Generation on Complex Datasets." Details
Knowledge Mining with Azure Search

Knowledge Mining with Azure Search

Here's a great blog post on how to build out a Knowledge Mining solution on Azure with Azure Search and Cognitive Services. Recently, Uche Adegbite... Details
Saving and Loading Binary Data in ML.NET

Saving and Loading Binary Data in ML.NET

Jon Wood has another great video on how to save and load binary data in your ML.NET applications to build models against. Binary data can... Details
Training Neural Networks

Training Neural Networks

In this edition of Crash Course AI, Jabrils explains how neural networks learn. Details
TensorFlow vs PyTorch vs Keras for NLP

TensorFlow vs PyTorch vs Keras for NLP

Here's an in-depth look at doing Natural Language Processing in the three top frameworks: TensorFlow, PyTorch, and Keras. Before beginning a feature comparison between TensorFlow... Details