ARTICLE

This article delves into getting started running pods with controllers in Kubernetes.

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Running pods with controllers


ARTICLE

From Practices of the Python Pro by Dane Hillard

This article covers

• Recognizing the signs of tightly coupled code

• Strategies for reducing coupling

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Loose coupling is what allows you to affect change in different areas of your code without worry you’ll break something elsewhere. It’s also what allows you to work on one feature as your coworker tackles another. It’s the foundation for other desirable characteristics like extensibility. Without loose coupling, maintaining your code can quickly grow out of hand. …


TWITCH

Stream recap

In case you missed it, here is Carl Gold’s live Twitch coding stream.

Check out Carl’s book Fighting Churn with Data.

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ARTICLE

From Logging in Action by Phil Wilkins

This article describes how and when to deploy Fluentd.

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Deployment considerations


TWITCH

Stream recap

In case you missed it, here is Richard Nuckolls’ live Twitch coding stream.

Check out Richard’s book Azure Storage, Streaming, and Batch Analytics.

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ARTICLE

From Build a Career in Data Science by Emily Robinson and Jacqueline Nolis

Want a job in Data Science?

This article discusses one popular way to get the skills that you’re going to need: attending a bootcamp.

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Going through a bootcamp


ARTICLE

From Designing Cloud Data Platforms by Danil Zburivsky and Lynda Partner

In this article, we’ll layer some of the critical and more advanced functionality needed for most data platforms today. Without this added layer of sophistication, your data platform would work but it wouldn’t scale easily, nor would it meet the growing data velocity challenges. It would also be limited in terms of the types of data consumers (people and systems who consume the data from the platform) it supports, as they’re also growing in both numbers and variety.

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Let’s…


VIDEO

Stream recap

In case you missed it, here is Nuwan Dias’ live Twitch coding stream recap.

Check out Nuwan’s book Microservices Security in Action.

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ARTICLE

Our first case study explores a medical decision-making task: breast cancer diagnosis. We will see how to use scikit-learn’s homogeneous parallel ensemble modules in practice. Specifically, we will train and evaluate the performance of three homogeneous parallel algorithms, each characterized by increasing randomness: bagging with decision trees, random forests and ExtraTrees.

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Breast-cancer diagnosis is the task of classifying patient tumor data into one of two classes: malignant vs. benign. This task (and similar medical tasks) are at the…


FREE EBOOK

The Women-in-Tech Anthology contains four candid and insightful essays from women working across the tech industry. Filled with spirited anecdotes, hard-won lessons, and sage advice, each essay is a must-read for anyone looking to survive, thrive, and support their colleagues in tech. Alongside these unique essays, the anthology contains Manning book chapters written by accomplished women working at the top of their fields.

The Women-in-Tech Anthology begins with four essays from Anne Michels, Lizzie Siegle, Naomi Cedar, and Jamie Riedesel. …

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