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The Computer Vision Pipeline, Part 5: Classifier learning algorithms and conclusion

From Deep Learning for Vision Systems by Mohamed Elgendy

Free eBook: Safe Programming with Kotlin

Free_eBook_Saumont_Kotlin

Chapters selected by Pierre-Yves Saumont

Free eBook: Exploring Voice-First Development

exploring-voice-first-development

Chapters selected by Ann Thymé-Gobbel, Ph.D. and Charles R. Jankowski Jr., Ph.D.

Aggregating Your Data with Spark

From Spark in Action, Second Edition by Jean-Georges Perrin

This article teaches you how to perform an aggregation using Apache Spark. You first look at the definition of an aggregation. You may already know and use aggregations in your job, and this might be a reminder for you. If this is the case, you can safely skim through it: Apache Spark’s aggregations are standard. The second part of this section shows you how to transform a SQL aggregation statement to Spark.

What is API Security?

From API Security in Action by Neil Madden

This article covers the definition of an API and what it means for an API to be secure.

Basic Time-Series Forecasting

From Machine Learning for Business by Doug Hudgeon and Richard Nichol

This article covers basic time-series forecasting: what it is and why it’s a tough problem.

Memory Efficiency and Space

From Seriously Good Software by Marco Faella

This article delves into using memory storage space efficiently, thus making your software more efficient and resilient.

Function Pipelines for Mapping Complex Transformations

From Mastering Large Datasets with Python by J.T. Wolohan

This article covers

· Using map to do complex data transformations

· Chaining together small functions into pipelines

· Applying these pipelines in parallel on large datasets

Neural Network Architectures

From Probabilistic Deep Learning with Python by Oliver Dürr, Beate Sick, and Elvis Murina

This article dives into neural network architectures and how get started implementing and using them.

Welcome to Docker

From Docker in Action, Second Edition by Jeff Nickoloff and Stephen Kuenzli

This article gives you a rundown of what Docker in and what problems it solves.

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