BDNW Issue - 48

Ray Summit, Deploying MLflow, Kubeflow

#48 - July 26, 2022  News, articles on Big Data, AI, Data Science, Blockchain, IoT.

Join us in San Francisco for two days of epic Ray talks, celebrations, and technical content.Ray Summit is almost here! Join us in San Francisco August 23 and 24 to find out how companies on the cutting edge of AI are scaling their machine learning initiatives with Ray, the distributed, open source AI platform.For a limited time we’re offering a discounted rate for first-time in-person Ray Summit attendees!  Register with code 1stAttendeeRS22 to get an in-person pass for only $100 (regular price $595)   Or, register with code 1stBundleRS22 to get a bundle pass (training + all sessions) for only $150 (regular price $795) Can’t make it in person? The keynotes and select sessions will be available virtually, with broadcasts in both the Americas and Asia-Pacific. Virtual sessions are free.A Step-By-Step IT Support Guide To A Successful Cloud MigrationCloud computing has grown over the past few years and shows no signs of slowing down. It has offered businesses convenient workflow, better data management scalability, automation, and cost-efficiency.Kubeflow vs. MLflow vs. Neptune for MLOpsAs a Data Scientist, ML/DL Researcher, or Engineer you might have come across or heard about MLflow, Kubeflow, and Neptune. Due to the large adoption of ML and DL, many questions arose around deployment, scalability, and reproducibility. Thus MLOps was born as a hybrid of Data engineering, DevOps, and Machine Learning.How can software engineers and data scientists work together?Both data scientists and engineers must be responsible for the issue and must try to solve the issue at any step of the work. Continuous communication ensures that possible discrepancies are recognized in the early stage.How to Install LAMP(Linux Apache Mysql PHP) on Ubuntu 20.04The LAMP stack is a popular open-source solution stack used primarily in web development.LAMP consists of four components necessary to establish a fully functional web development environment...Deploying MLflow on the Google Cloud Platform using App EngineMLOps platforms delivered by GetInData allow us to pick best of breed technologies to cover crucial functionalities. MLflow is one of the key components in the open-source-based MLOps platforms as it acts both as an experiment tracker as well as a centralized model registry...Configuring Azure Application Gateway with Consul-Terraform-SyncYou’ll use Consul-Terraform-Sync to recognize the updates to the services, run a task that calls the Terraform module, and add the services as backend address pools to Azure Application Gateway. This post will show you how to automate backend address pools for a Microsoft Azure...How to Deploy MEAN Stack on GCP GKE Autopilot using HELMKubernetes is one of the rapidly growing technology and all the companies are adopting it nowadays. When you run any application on Kubernetes you need to deploy so many objects such as deployment, configmap, secrets, etc. You need to define all these objects in the manifest.yml file and send these files to the Kubernetes API server...Validating Complex, Nested, Dynamic Data Structures In ColdFusion DevelopmentIf all tests pass (for a given user), the rollout strategy either serves a single variant or uses a weighted distribution model across all the variants. At a high level, a feature flag provides a set of variants (ie, values) and defines a set of...Angular Basics: Tips for Structuring Your Angular ProjectCreating a good file structure in your apps does not make your Angular better, faster or more performant. It makes it easy to navigate source files and understand where everything is. Structure is key to the maintenance of your appTools  No-Code Learning Platforms CollectionThe most up-to-date collection of curated resources to learn No-Code.​​ Courses & tutorials Crypto & Web3 apps building Podcasts & live talks...Svelvet (Website)Svelvet Is a Svelte component library for building interactive node-based flow diagrams. It allows users to create flow diagrams using pre-built components with zooming and panning, draggable interactivity, customizable edges, nodes, and more. An interactive demo is available.Cloudscape (GitHub Repo)This repository contains the React components for the Cloudscape Design System. Cloudscape is a design system for building web applications that offers interactive guidelines, frontend components, design resources, and development toolsDwarFS (GitHub Repo)DwarFS is a read-only file system with very high compression ratios for very redundant data.kvass (GitHub Repo)kvass is a personal key-value store.                                                            ---    For a detailed list of books covering Big data Data Science, Machine Learning, AI and associated programming languages check out our big data books page.  Want to reach our audience / fellow readers? Consider Sponsoring - grab a spot now.   Big Data | Hadoop News | AI | ML | NoSQL | Education | IoT | Cloud