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Neural Networks: Feedforward and Backpropagation Explained
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"It's still magic even if you know how it's done"
—  Terry Pratchett, Writer
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Best 7 links of week #51, 2019

Neural Networks: Feedforward and Backpropagation Explained

Neural Networks: Feedforward and Backpropagation Explained


What is neural networks? Developers should understand backpropagation, to figure out why their code sometimes does not work. Visual and down to earth explanation of the math of backpropagation.

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SQL Murder Mystery

SQL Murder Mystery


Use SQL queries to solve the murder mystery. Suitable for beginners or experienced SQL sleuths.

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antonmedv/fx

antonmedv/fx


An amazing command-line tool to view and process JSON documents interactively.

View Repository
How Shopify Manages API Versioning and Breaking Changes

How Shopify Manages API Versioning and Breaking Changes


A very interesting article describing how Shopify addresses the problem of evolving APIs introducing breaking changes and how do they manage versioning effectively.

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Starship: Cross-Shell Prompt

Starship: Cross-Shell Prompt


A minimal, blazing-fast, and extremely customizable prompt for any shell! Shows the information you need, while staying sleek and minimal. Quick installation available for Bash, Fish, ZSH, Ion, and Powershell.

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From zero to main(): Bare metal Rust

From zero to main(): Bare metal Rust


Bringing an embedded Rust application from zero to main()

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Shave 99.93% off your Lambda bill with this one weird trick

Shave 99.93% off your Lambda bill with this one weird trick


This article describes how the new AWS Lambda provisioned concurrency feature can, under certain conditions, make your Lambda much more efficient and, most importantly, cheap!

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Book of the week

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SQL Pocket Guide: A Guide to SQL Usage
by Jonathan Gennick

If you're a programmer or database administrator who uses SQL in your day-to-day work, this popular pocket guide is the ideal on-the-job reference. You'll find many examples that address the language's complexity, along with key aspects of SQL used in IBM DB2 Release 9.7, MySQL 5.1, Oracle Database 11g Release 2, PostgreSQL 9.0, and Microsoft SQL Server 2008 Release 2. SQL Pocket Guide describes how these database systems implement SQL syntax for querying, managing transactions, and making changes to data. It also shows how the systems use SQL functions, regular expression syntax, and type conversion functions and formats.
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