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Data Science Follow 376 Followers

QCon New York: Evaluating Machine Learning Models - A Case Study in Real Estate

by Srini Penchikala Follow 17 Followers on  Jul 04, 2017

Opendoor, a real estate company that helps customers with buying and selling homes, uses machine learning techniques to drive pricing models. Nelson Ray, data scientist at Opendoor, spoke at QCon New York 2017 Conference about how they developed a simulation-based framework for reasoning about machine learning models to assess the risk in reselling homes.

Culture & Methods Follow 278 Followers

Doing Safe-to-Fail Experiments

by Ben Linders Follow 12 Followers on  Apr 11, 2017 8

Safe-to-fail experiments can be used in complex environments to probe, sense, and respond. You have to know what success and failure look like and need to be able to dampen or amplify the effect of probing to handle potential failures. Safe-to-fail experiments can help you to deal with risks and uncertainty, learn, and keep your options open.

Culture & Methods Follow 278 Followers

Improving IT Performance with Continuous Delivery

by Ben Linders Follow 12 Followers on  Mar 11, 2017

The main benefit of continuous delivery is lower-risk releases; comprehensive test automation and continuous integration are practices that have the biggest impact on IT performance. Research of continuous delivery and IT performance tells us that implementing continuous delivery practices leads to higher IT performance and high performers achieve both higher tempo and higher levels of stability.

Culture & Methods Follow 278 Followers

Practical Tips for Automated Acceptance Tests

by Ben Linders Follow 12 Followers on  Feb 10, 2017

Testing techniques like Equivalence Partitioning, Boundary Value Analysis, and Risk-based Testing can help you decide what to test and when to automate a test. InfoQ spoke with Adrian Bolboacă about different types of tests, writing sufficient and good acceptance tests, criteria to decide to automate a test, and how to apply test automation to create executable specifications.

Culture & Methods Follow 278 Followers

Applying Supply Chain Management to Deliver Faster with Higher Quality

by Ben Linders Follow 12 Followers on  Jun 30, 2016 1

Supply chain management can raise the bar with continuous development, argues Joshua Corman, Director of the Cyber Statecraft Initiative and co-founder of Rugged Software. Our dependence on IT and software is growing faster than our ability to secure it, and applying supply chain approaches to software development helps to address complexity which reduces risks and increases quality.

Culture & Methods Follow 278 Followers

Building an Agile Organization Using Business Mapping

by Ben Linders Follow 12 Followers on  Feb 04, 2016

Dan North gave a talk about business mapping at the Scaling Agile for the Enterprise 2016 congress in Brussels. InfoQ interviewed him about the problems that he sees from a business perspective when the IT part of an organization adopts agile, and asked him what business mapping is and how it can help organizations to increase their agility.

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Exploring the Causes of Problems with the Analysis of Competing Hypothesis Method

by Ben Linders Follow 12 Followers on  Feb 13, 2015

The analysis of competing hypotheses (ACH) method can be used to evaluate multiple competing hypotheses when investigating problems. The method mitigates cognitive biases that humans experience when exploring the causes of problems.

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Is Unhedged Call Options a Better Metaphor for Bad Code?

by Ben Linders Follow 12 Followers on  Dec 24, 2014

In a blog post on bad code and technical debt Steve Freeman described how Chris Matts came up with the metaphor of an unhedged call option for bad code. This post is being intensively discussed on Reddit and on Hacker News recently. InfoQ interviewed Steve and Chris about using metaphors for bad code and code smells, trade-offs and costs of low quality code, and responsibilities for code quality.

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Building Agile Relationships with Customers and End-Users

by Ben Linders Follow 12 Followers on  Sep 11, 2014

Teams can become so focused that they forget the world around them and risk losing contact with stakeholders. This makes it difficult for them to know what their customers need and how end users will use their products. At the ASAS2014 conference Daisy Rasing-de Joode will show how successful agile teams create synergy by being interdependent and highly collaborative with their environment.

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Nurturing a Culture for Continuous Learning

by Ben Linders Follow 12 Followers on  Jul 24, 2014

Continuous learning supports agile adoption in enterprises. A culture change can be needed to enable and support continuous learning. There are several things that managers and agile coaches can do to establish and nurture a continuous learning culture.

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How to Do Just Enough Up-front Design

by Abel Avram Follow 4 Followers on  May 09, 2014 3

This article includes advice for doing enough up-front architectural design to provide the needed structure to start a project, aligning the team with the architect’s vision and assessing the possible risks.

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Stories of Using Real Options to Take Decisions

by Ben Linders Follow 12 Followers on  Sep 27, 2013 2

Projects and product development is one long series of difficult decisions, says Pascal Van Cauwenberghe. Real Options can help you to take the right decision at the right time, even under difficult circumstances. At the Agile Tour Brussels conference, Pascal presented stories of his experiences with using real options in decision taking.

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Software Development as Risk Management

by Christopher Goldsbury  Followers on  Oct 28, 2011

Should software development look to finance for planning risk and uncertainty? That question recently surfaced in a debate about the “Last Responsible Moment” decision making practice in agile software development. This article covers some recent trends and debate around using finance concepts for risk management and planning in software development.

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SOA and Information Risk Management

by Dilip Krishnan  Followers on  Dec 17, 2010

Clive Gee, an experienced IBM SOA Practitioner, describes how IT securing the networks has evolved into what he refers to as Information risk management. As the collaboration space increases with application integration and service oriented systems, he examines the risk management of the increased the surface area of threats and vulnerability.

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Visual Risk Management

by Vikas Hazrati Follow 0 Followers on  Apr 13, 2010 6

Irrespective of the size of the project, stakeholders feel confident when they can a keep track of the risks and their mitigation strategies. Agile heavily promotes the use of information radiators. Keeping in line with the philosophy of radiators, Agilists suggested different ways of depicting risks visually for easy tracking and mitigation.

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