- [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…
- [toread] Examples of CTAS Queries – Amazon Athena – AWS Documentation » Amazon Athena » User Guide » Querying Data in Amazon Athena Tables » Creating a Table from Query Results (CTAS) » Examples of CTAS Queries…
- [toread] Google GKE vs Microsoft AKS vs Amazon EKS – kubedex.com – Edit: The spreadsheet now also includes IBM IKS and Alibaba Cloud ACK too. There have been many comparisons done between these cloud hosted Kubernetes providers…
- [toread] Implementing JSON Web Tokens & Passport.js in a JavaScript Application with React – B efore you say it, I know, I know. There’s already a literal ton of MERN tutorials out there showing how to use JWT (JSON Web Tokens) and Passport.js with…
- [toread] Data is giving rise to a new economy – AN OIL refinery is an industrial cathedral, a place of power, drama and dark recesses: ornate cracking towers its gothic pinnacles, flaring gas its stained…
- [toread] Using machine learning to index text from billions of images – In our previous blog post s , we talked about how we updated the Dropbox search engine to add intelligence into our users’ workflow, and how we built our…
- [toread] Three Reasons Why You Should Encourage Your Business Partners to Experiment with Technology – CEB Enterprise Architecture Leadership Council – The days of the IT monopoly on technology spending are over. In years gone by, IT aimed to find areas of “shadow IT” and close them down, but the advent of SaaS…
- [toread] The Coders Programming Themselves Out of a Job – Gabrielle Lurie / Reuters I n 2016, an anonymous confession appeared on Reddit: “From around six years ago up until now, I have done nothing at work.” As far as…
- [toread] Developing a More Flexible Mind : zen habits – It’s my belief that a flexible mind helps us to deal with chaos, loss, big life changes, small frustrations, and all that life throws our way. A flexible mind…
- [toread] Is NoOps the Future of Cloud Networking? – DevOps.com – As enterprises move more of their applications, data and operations to the cloud, competitive success becomes increasingly about speed. If the answer to a…
- [toread] Why Serverless Is the Only Way to Build APIs in 2018 – The New Stack – Stackery sponsored this post. There are three primary ways to create an API when it’s not logical or practical to create the API from within your own web app.…
- [toread] An Introduction to Serverless Microservices – Jeremy Daly – Thinking about microservices, especially their communication patterns, can be a bit of a mind-bending experience for developers. The idea of splitting an…
- [toread] A 30MB native image with Helidon to run REST based microservices –
- [toread] Serverless Best Practices – Paul Johnston – Medium – Within the community we’ve been debating the best practices for many years, but there are a few that have been relatively accepted for most of that time. Most…
- [toread] How to Become a Better Software Developer: A Handbook on Personal Performance – There’s a big difference between writing code and being a great programmer . Writing code is the output–and almost anyone can learn the basics of syntax and…
- [toread] Containers vs. Serverless from a DevOps standpoint – Two buzzwords walk into a bar… No? Yeah, let's not go there. If you feel like this, you're in the right place. Both containers and serverless have been the…
- [toread] Multi-Cloud Is a Trap – It comes up in a lot of conversations with clients. We want to be cloud-agnostic. We need to avoid vendor lock-in. We want to be able to shift workloads…
- [toread] Apache Kafka with and without a Data Lake – Apache Kafka is a cornerstone of many streaming data projects. However, it is only the first step in the potentially long and arduous process of transforming…
- [toread] Serverless Microservice Patterns for AWS – Jeremy Daly – I’m a huge fan of building microservices with serverless systems. Serverless gives us the power to focus on just the code and our data without worrying about…
- [toread] A guide to logging in Java – Developers can use this guide to discover, understand and use the right Java logging library for their applications, like Log4j2, Logback, or java.util.logging.…
- [toread] A crash course on Serverless with AWS – Triggering Lambda with SNS Messaging – If you're like me, a sucker for event-driven programming, you'll want to continue reading. Today we'll take a look at triggering AWS Lambda functions from AWS…
- [toread] Serverless Web Scraping with Java – Serverless is a term referring to the execution of code inside ephemeral containers (Function As A Service, or FaaS). It is a hot topic in 2018, after the…
- [toread] Putting The Dev Into DevOps: Why Your Developers Should Write Terraform Too – Terraform is an amazing tool for provisioning infrastructure. Terraform enables your operators to perform their work faster and more reliably. But if only your…
- [toread] How SimilarWeb analyze hundreds of terabytes of data every month with Amazon Athena and Upsolver | Amazon Web Services – How SimilarWeb analyze hundreds of terabytes of data every month with Amazon Athena and Upsolver | AWS Big Data Blog Blog Home Category Edition Follow AWS Big…
- [toread] Apache Spark and Amazon SageMaker, the Infinity Gems of analytics – In a previous post, I showed you how to build a spam classifier by running PySpark on an Amazon SageMaker notebook instance. This is a fine setup for…
- [toread] How to build a machine learning model – Amazon Web Services (AWS) – How to build a machine learning model – Amazon Web Services (AWS) Get Started with the Implementation Guide 6 Steps | 30 Minutes Main Services Used and Costs…
- [toread] Open sourcing Terratest: a swiss army knife for testing infrastructure code – Yevgeniy Brikman Co-founder of Gruntwork, Author of “Hello, Startup” and “Terraform: Up & Running” Apr 30 Tools to test Terraform, Packer, Docker, AWS, and much…
- [toread] Ten Things Python Programmers Should Know – Update May 18, 2017 : It’s been almost four years since I wrote this originalblog post. It has become, according to Google Analytics, the most popular blogpost…
- [toread] Serverless computing update: The latest on the top 4 platforms | TechBeacon – If you're not doing serverless computing now, chances are you will be soon. And if you're already working with serverless , its role in IT operations is only…
- [toread] GraphQL Server Tutorial with Apollo Server and Express – RWieruch – Follow I was devastated hearing the news about what happened on Lombok in the last couple of days. Having lived in Bali for the last few months, I have a huge…
- [toread] How to Hand Off an Innovation Project from One Team to Another – D-BASE/Getty Images Nearly every business leader I meet fears being overcome by tech-savvy upstarts. That fear drives their companies to invest millions into…
- [toread] 10 AWS Lambda Use Cases to Start Your Serverless Journey – Netflix, Mapbox, A Cloud Guru, BlackBoard, Conde Nast, and New York Times. Do you know what these companies have in common? All migrated to serverless and have…
- [toread] (1) Serverless Streams, Topics, Queues, & APIs! Pick the Right Serverless Application Pattern – YouTube – Go to the Legal Help page to request content changes for legal reasons.
- [toread] Hitchhiker’s Guide to AWS Step Functions – Announced during re : Invent 2016, AWS Step Functions is the spiritual descendant of the not-so-simple-to-use Simple Workflow (SWF) service. It addresses many…
- [toread] A crash course on serverless-side rendering with Vue.js, Nuxt.js and AWS Lambda – That's a mouthful of a title right there. Don't let it scare you away. What it boils down to is rather simple. We want the best of both worlds. The SEO boost…
- [toread] Write quality mobile apps in any architecture – In the beginning, there was MVC (Model-View-Controller) — for a long time the main pattern Apple and Google promoted in their tutorials for iOS and Android…
- [toread] How to streamline your serverless workflow with WebStorm – If you build serverless applications, here’s a serverless-specific IDE setup that will help you streamline your workflow. Over the past few years, I’ve been…
- [toread] Our (not so smooth) journey productising a serverless app on AWS – by Wolfram Hempel ( @wolframhempel ) Mon Aug 06 2018 Serverless is the future. I'm sure of it. The cloud's great promise is to help companies focus on business…
- [toread] Elon Musk Confronts a Fateful Tweet and an ‘Excruciating’ Year | Hacker News – I think this hits at the crux of the issue around the performance/behaviour of Musk and other leaders of hugely ambitious companies.
And I think it highlights…
- [toread] This is why anyone can learn Machine Learning – freeCodeCamp – Photo by Alex Knight on Unsplash Introduction Machine Learning has traditionally been a technology that only PhDs and institutions with lots of financial…
- [toread] Rethinking the way you build software with serverless – SD Times – The way software is built is constantly changing to meet the ongoing pressure of getting to the market faster and keeping up with the competition. The software…
- [toread] Takeaways from the ServerlessConf SF 2018 – lumigo – Medium – By Erez Berkner , CEO & Co-Founder of Lumigo Last week I attended ServerlessConf SF . This was the 8th and largest ServerlessConf to date with more than 550…
- [toread] Pick a serverless fight: A comparative research of AWS Lambda, Azure Functions & Google Cloud Functions – JAXenter – The saturation point is nowhere to be seen in the serverless discussion with tons of news coming online every day and numerous reports trying to take the pulse…
- [toread] ServerlessConf 2018 San Francisco: key takeaways for the future of serverless – It's been amazing to see the lightning fast transformation happening in the serverless space. ServerlessConf 2016 was the conference of serverless projects. By…
- [toread] Book Review: Measure What Matters – slashdeploy – Medium – Official Cover Building on a career-long legacy of sharing the power of OKRs with established and emerging leaders alike, Measure What Matters includes a broad…
- [toread] Serverless updates – SQS events, private endpoints, Event Gateway open source – npm install serverless -g
- [toread] On serverless, data lock-in and vendor choice – I’ve spent the last 5+ years, first at CircleCI and now at Serverless, talking with technology decision makers about their cloud adoption strategies. The number…
- [toread] The 10 commandments of serverless – Feedbacks on Serverless with AWS Disclaimer: Despite the title, this is not a holy text. I discovered the serverless world in early 2016, when things were much…
- [toread] Serverless: It’s much much more than FaaS – aka Data, Logic and Infrastructure — how do they fit together? I’ve been spending my time since leaving AWS thinking about some of the challenges around…
- [toread] Introducing Jib — build Java Docker images better – Containers are bringing Java developers closer than ever to a "write once, run anywhere" workflow, but containerizing a Java application is no simple task: You…
- [toread] Google Cloud Platform – The Good, Bad, and Ugly (It’s Mostly Good) – Deps is a private, hosted, Maven repository. While building it I had a critical decision to make – Where to host it? I evaluated many different hosting services…
- [toread] Why Kubernetes is The New Application Server – RHD Blog – Why Kubernetes is The New Application Server By Rafael Benevides June 28, 2018 June 28, 2018 +9 rating, 11 votes Loading… Have you ever wondered why you are…
- [toread] Serverless computing could unleash a new startup ecosystem – While serverless computing isn’t new, it has reached an interesting place in its development. As developers begin to see the value of serverless architecture, a…
- [toread] Build a Basic CRUD App with Node and React | Okta Developer – There are a lot of JavaScript frameworks out there today. It seems like I hear about a new one every month or so. They all have their advantages and are usually…
- [toread] How to beat the AWS Lambda deployment limits – Hacker Noon – Deploying function code from S3 allows for substantially larger deployment packages when compared to directly uploading to Lambda. Over the past few months I’ve…
- [toread] How Droplr Scales to Millions With The Serverless Framework – I'm Antoni Orfin, a Solution Architect at Droplr . We're used by more than 500,000 users, who share thousands of screenshots, screencasts and files every day—so…
- [toread] Useful git commands for everyday use! – Flawless App Stories – Medium – Do you know that questions about git get the most views on StackOverflow? I’ve searched a lot on Google how to execute certain actions with git, and this…
- [toread] Build a Data Lake Foundation with AWS Glue and Amazon S3 | Amazon Web Services – Build a Data Lake Foundation with AWS Glue and Amazon S3 | AWS Big Data Blog Blog Home Category Edition Follow AWS Big Data Blog Build a Data Lake Foundation…
- [toread] Event-driven architecture with Amazon SQS and AWS Lambda – For those that follow some of my prior posts , you probably know that I am a huge fan of even-driven patterns. Instead of waiting and polling for changes,…
- [toread] AWS Lambda Adds Amazon Simple Queue Service to Supported Event Sources | Amazon Web Services – AWS Lambda Adds Amazon Simple Queue Service to Supported Event Sources | AWS News Blog Blog Home Category Edition Follow AWS News Blog AWS Lambda Adds Amazon…
- [toread] Serverless Instant Checkout Links with Square – Servers beware! Watch out containers! Our serverless overlords are here! There is a lot of hype around serverless and talk about it being the end of containers,…
- [toread] Techie to tech lead: My five biggest mistakes – As a young, ambitious developer with a strong sense of my own talent, I was eager to become a tech lead, and it took less than four years for me to achieve this…
- [toread] Ways to think about machine learning – We're now four or five years into the current explosion of machine learning, and pretty much everyone has heard of it. It's not just that startups are forming…
- [toread] The best ways to test your serverless applications – freeCodeCamp – Serverless is more than a cloud computing execution model. It changes the way we plan, build, and deploy apps. But it also changes the way we test our apps.…
- [toread] Why the Data Lake Matters – comments By Yoni Iny, CTO of Upsolver In an article published on this site , Uli Bethke claims that the term “Data Lake” has become overloaded, ill-defined and…
- [toread] https://www.oreilly.com/programming/free/files/kubernetes-for-java-developers.pdf –
- [toread] The Road to Extraordinary – In his new book Peak: Secrets of the New Science of Expertise , K. Anders Ericsson proposes that almost all of us have the seeds of excellence within us—it’s…
- [toread] 3 Best Practices Java Programmers Can Learn From Spring Framework – DZone Java – There is no doubt that Spring Framework is one of the most popular Java frameworks and makes it really easy to create real-world, enterprise-grade Java…
- [toread] Serverless: What You Need to Know – DevOps.com – There are clear benefits to serverless architecture, with many enterprises already making or planning to make this change. Like any paradigm shift however, the…
- [toread] Building REST services with Serverless framework, in Node.js, AWS Lambda and DynamoDB – [Today’s random Sourcerer profile: https://sourcerer.io/banister ] Serverless computing is a very popular approach to building server-side applications, and the…
- [toread] Convert CSV to Parquet using Hive on AWS EMR – Powerupcloud Tech Blog – Written By: Ranjeeth Kuppala, CTO, Powerupcloud | Contributors: Navya Muniraju, Data Engineer, Powerupcloud If you are visiting this page via google search, you…
- [toread] How to GraphQL – The Fullstack Tutorial for GraphQL – The free and open-source tutorial to learn all around GraphQL to go from zero to production. Watch Overview Start with Introduction GraphQL Fundamentals 42 MIN…
- [toread] Serverless 101: How to Get Serverless Started in the Enterprise – The New Stack – In the beginning, there was bare metal , and it was good. Single-tenant servers were fast, reliable and secure — beholden only to their master. Verily, though,…
- [toread] Implementing Serverless Manual Approval Steps in AWS Step Functions and Amazon API Gateway | Amazon Web Services – Ali Baghani, Software Development Engineer A common use case for AWS Step Functions is a task that requires human intervention (for example, an approval…
- [toread] Orchestrating Container-Based Cloud and Microservice Applications – Summary Containers, mainly Docker, are very popular and solve important cloud application management problems. Technical professionals responsible for…
- [toread] Amazon Comprehend – Natural Language Processing (NLP) and Machine Learning (ML) – Amazon Comprehend Discover insights and relationships in text Get started with Amazon Comprehend Amazon Comprehend is a natural language processing (NLP)…
- [toread] Building A Serverless Contact Form For Your Static Site – Static site generators provide a fast and simple alternative to Content Management Systems (CMS) like WordPress . There’s no server or database setup, just a…
- [toread] Microservices: A quick and simple definition – Paperclips lined up on table (source: PDPics via Pixabay ) Attend the O'Reilly Software Architecture Conference and learn about microservices and other software…
- [toread] How to create a REST API with pre-written Serverless Components – #Introduction You might have already heard about our new project, Serverless Components . Our goal was to encapsulate common functionality into so-called…
- [toread] Lambda Internals: Exploring AWS Lambda – Epsagon – Medium – Diving deep down. Photo by Talia Cohen AWS Lambda is an excellent environment for rapid and scalable development. As a developer, I love using it. The main…
- [toread] AWS Lambda Deployment using Terraform – Recently a question got asked on Hacker News that grabbed my attention. I wanted to know how others’ experience has been. At ACL, we have multiple Lambda…
- [toread] An I&O Leader’s Guide to Serverless Computing – Serverless computing is a relatively new computational model that is quickly gaining adoption in public cloud environments. Despite superficial appearances to…
- [toread] Introducing CloudEvents 0.1 – Last week at CloudNativeCon & KubeCon, a specification was announced that aims to help people and applications handle event data, called CloudEvents .…