Links for October 17th through December 14th

[toread] A map for Machine Learning on AWS – Julien Simon – Medium – Julien Simon Dec 14 It looks like Christmas is a little early this year 😉 Here’s a little something from me to all of you out there: a map to navigate ML…
[toread] How to publish and use AWS Lambda Layers with the Serverless Framework – AWS re:Invent is in full swing, with AWS announcing a slew of new features. Most notably, we’re pretty excited about AWS Lambda's support for Layers. Layers…
[toread] The Friendship That Made Google Huge – The company’s top coders seem like two halves of a single mind. Illustration by David Plunkert One day in March of 2000, six of Google ’s best engineers…
[toread] Stripe Atlas: Guide to scaling engineering organizations – Introduction At Stripe, we think a lot about scale. As we’ve scaled our products to process billions of dollars a year for millions of businesses, we’ve also…
[toread] Introduction to Web scraping with Java – Web scraping or crawling is the fact of fetching data from a third party website by downloading and parsing the HTML code to extract the data you want. Since…
[toread] The Last Bastion Of Human Trading Is Giving Up To the Algorithmic Overlords – The Last Bastion Of Human Trading Is Giving Up To the Algorithmic Overlords
[toread] Tensorflow 2.0: models migration and new design – Tensorflow 2.0 will be a major milestone for the most popular machine learning framework: lots of changes are coming, and all with the aim of making ML…
[toread] The Ultimate VSCode Setup for JS/React – My The Ultimate Atom Editor Setup (+for JS/React) post is pretty popular, but not long ago I migrated to VSCode . Why? Speed, stability and TypeScript. Overall,…
[toread] Building a Node.js Service with AWS Lambda, DynamoDB, and Serverless Framework | Keyhole Software – As a developer, my favorite new technology is serverless computing. The convenience and cost make it a compelling choice for running options in the cloud–…
[toread] Serverless Backend using AWS Lambda: Hands-on Guide – Serverless architecture refers to the concept where you give your backend logic to a third party vendor’s server architecture. Doing this allows a developer to…
[toread] Kite – AI-Powered Python Copilot – Introduction Python is the fastest-growing programming language out there. That isn’t surprising given that it’s simple, easy to use, free, and applicable for…
[toread] Graham Lyons | Everything You Need To Know About Networking On AWS – Disclaimer: I’m not a network engineer and never have been – a tame network engineer has been consulted to ensure factual and terminological accuracy. The…
[toread] AWS Lambda Security Quick-Start Guide – In January 2018, the world's first Serverless Security Top 10 guide was published. The guide was an effort lead by PureSec together with industry thought…
[toread] Engineers Shouldn’t Write ETL: A Guide to Building a High Functioning Data Science Department | Stitch Fix Technology – Multithreaded – Why is that? If you read the recruiting propaganda of data science and algorithm development departments in the valley, you might be convinced that the…
[toread] TRAIN AI 2018 – Building the Software 2.0 Stack – Join Log in Host videos Compare plans Professionals Businesses Live streaming Features Video School Sell your videos Launch a subscription service Watch Staff…
[toread] A Gentle Visual Intro to Data Analysis in Python Using Pandas – If you’re planning to learn data analysis, machine learning, or data science tools in python, you’re most likely going to be using the wonderful pandas library.…
[toread] Deep Learning Book Series · Introduction – The Deep Learning Book – Goodfellow, I., Bengio, Y., and Courville, A. (2016) This content is part of a series following the chapter 2 on linear algebra from…
[toread] Java Libraries are Your Lambda Enemy – IOpipe Blog – Java Libraries are Your Lambda Enemy So you are using AWS Lambda and your invocations seem to be running a bit slow, especially in the cold start area. Have you…
[toread] A Tour of The Top 10 Algorithms for Machine Learning Newbies – In machine learning, there’s something called the “ No Free Lunch ” theorem. In a nutshell, it states that no one algorithm works best for every problem, and…
[toread] IBM’s Old Playbook – The best way to understand how it is Red Hat built a multi-billion dollar business off of open source software is to start with IBM. Founder Bob Young explained…
[toread] Why Jupyter is data scientists’ computational notebook of choice – Perched atop the Cerro Pachón ridge in the Chilean Andes is a building site that will eventually become the Large Synoptic Survey Telescope (LSST). When it…
[toread] Is front-end development having an identity crisis? – Courtesy Adobe Stock Does front-end development as a we know it still exist; or has the role evolved into something we no longer recognise? As with evolution in…
[toread] AWS Serverless Application Model (SAM) Command Line Interface – Build, Test, and Debug Serverless Apps Locally | Amazon Web Services – Decades ago, I wrote page after page of code in 6502 assembly language. After assembling and linking the code, I would load it into memory, set breakpoints at…
[toread] How to apply SOLID principles in React applications – In this article, we are going to look at the SOLID principles and how to apply them in the React. For the sake of simplicity, I will not provide the full…
[toread] Python, Boto3, and AWS S3: Demystified – Real Python – Table of Contents Installation Client Versus Resource Common Operations Creating a Bucket Naming Your Files Creating Bucket and Object Instances Understanding…
[toread] Innovation Isn’t About Ideas – Member Feature Stories – Medium – E very enterprise needs to innovate. It doesn’t matter whether you’re are a profit-seeking business, a nonprofit organization, or a government entity. The…

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{ “passion”: “software development” }

Links for October 17th through December 14th

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