This post demonstrates a *basic* example of how to build a deep learning model with Keras, serve it as REST API with Flask, and deploy it using Docker and Kubernetes. This is NOT a robust, production example. This is a quick guide for anyone out there who has heard about Kubernetes but hasn’t tried it out yet. To that end, I use Google Cloud for every step of this process.
Continuous application performance management (CAPM) is a key focus area in the enterprise IT segment. With organizations increasing their focus on digital business services, monitoring and managing the application performance becomes paramount. When a digital business service is slow or down, it impacts the business adversely.
At PagerDuty, our mission is to connect teams to real-time opportunity and elevate work to the outcomes that matter. Nowhere is that more evident than in the work nonprofits and social enterprises do to improve the livelihoods and outcomes of others.
Anyone developing software will sooner or later want to debug their code. It’s very clarifying to see your code execute step by step and inspect the values of variables at runtime. Developing with PHP is no different. In this article, we’ll have a look at PHP debugging, and I’ll also provide some tips and tricks.
Cognito is AWS’s cloud solution for authentication – if you’re building an app that handles users with passwords, you can use AWS to handle the tricky high-risk security issues related to storing login credentials. No need to go it alone! Pricing is based on your number of monthly active users, and the first 50k users are free. For apps I’ve worked on, we would have been very pleased to grow out of that free tier.
Python’s built-in logging module is designed to give you critical visibility into your applications with minimal setup. Whether you’re just getting started or already using Python’s logging module, this guide will show you how to configure this module to log all the data you need, route it to your desired destinations, and centralize your logs to get deeper insights into your Python applications.
In a hyper-connected world, the threat landscape is undoubtedly evolving. Ensuring the security of your enterprise networks on a daily basis is essential to protect your business, no matter how big (or small) it is. According to SophosLabs’ 2019 threat report, one dangerous ransomware called SamSam cost companies $6.5 million ($10K to $50K per ransom).
