Combining Human and Machine Intelligence

From Human-in-the-Loop Machine Learning by Robert (Munro) Monarch

The Random Cut Forest Algorithm

From Machine Learning for Business by Doug Hudgeon and Richard Nichol

In this article, you’ll see how SageMaker and the Random Cut Forest algorithm can be used to create a model that will highlight the invoice lines that Brett should query with the law firm. The result will be a repeatable process that Brett can apply to every invoice that will keep the lawyers working for his bank on their toes and will save the bank hundreds of thousands of dollars per year. Off we go!

Learn the Math You Need for Today’s Hottest Careers!

From Math for Programmers by Paul Orland


Holistic Problem Solving

Six Questions for Yan Cui, instructor of Production-Ready Serverless 

Bio: Yan Cui has worked with AWS for almost a decade, and has contributed his knowledge of production AWS Lamda to the Well-Architected whitepaper published by AWS. Based in London, he travels all over the world giving talks and workshops on serverless. This year he has presented in Copenhagen, Milan, Las Vegas, Portland, Tel Aviv, Krakow, and many more. His blog on The Burning Monk covers his favorite topics, including AWS, serverless, functional programming and chaos engineering.

What can Machine Learning do for your Business?


From Machine Learning for Business by Doug Hudgeon, and Richard Nichol

Distilling Business Domains from a Ubiquitous Language

From Writing Great Specifications by Kamil Nicieja

A ubiquitous language has to be a language that grows out of blending technological expertise with business expertise in reasonable proportions. This article discusses how to ‘distill’ business domains from the ubiquitous language of a business or project.

Writing Your First Gherkin Scenario

From Writing Great Specifications by Kamil Nicieja

This article dives head-first into writing specifications using Specification by Example and Gherkin.

How a Router Routes IP Packets between Broadcast Domains

From Learn Cisco Network Administration in a Month of Lunches
How a router routes IP packets between broadcast domains

How the Address Resolution (ARP) Protocol Resolves an IP Address to a MAC Address

From Learn Cisco Network Administration in a Month of Lunches
How Address Resolution (ARP) protocol resolves an IP address to a MAC address

Visualizing Workflows with WIP

From Kanban in Action
With a visualized workflow with WIP limits in action we will get some help in deciding what is the next good thing to work on. The animation has a few examples that help the team to know what to do.

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