Coursera – Elastic Google Cloud Infrastructure Scaling and Automation

Coursera – Elastic Google Cloud Infrastructure: Scaling and Automation
English | Size: 237.26 MB
Category: Tutorial


This accelerated on-demand course introduces participants to the comprehensive and flexible infrastructure and platform services provided by Google Cloud. Through a combination of video lectures, demos, and hands-on labs, participants explore and deploy solution elements, including securely interconnecting networks, load balancing, autoscaling, infrastructure automation and managed services. [Read more…]

Pluralsight – Scaling Machine Learning At Holiday Extras

Pluralsight – Scaling Machine Learning At Holiday Extras-NOLEDGE
English | Size: 98.79 MB
Category: Tutorial


Notes: Big Data LDN 2019 | Scaling Machine Learning at Holiday Extras | Rebecca Vickery This talk will describe how the data science team at Holiday
Extras are using Google Cloud Machine Learning Engine to deploy models in production. Rebecca Vickery will be discussing how using Google Cloud machine learning tools can help to democratize data science at scale by allowing data scientists to put models into production independently. Some of the challenges they faced as a small team of data scientists were: Managing bespoke deployment processes for models, a lack of collaboration across the team, and difficulty in finding the right combination of skills to deploy and manage models in operation Google Cloud Machine Learning Engine has been the impetus for a fully extensible and collaborative machine learning platform and has allowed Holiday Extras to deploy models at speed and scale [Read more…]

Lynda – AWS Certified Solutions Architect Associate SAA C02 6 Auto Scaling and Virtual Network Services

Lynda – AWS Certified Solutions Architect Associate SAA C02 6 Auto Scaling and Virtual Network Services-APoLLo
English | Size: 834.46 MB
Category: Tutorial


Explore Amazon Web Services (AWS) auto-scaling solutions and virtual network services. This course is the sixth of a nine-part series designed to help prepare you to pass the 2020 AWS Certified Solutions Architect – Associate (SAA-C02) exam. It starts with an overview of auto scaling and then reviews load balancer concepts, including Elastic Load Balancing (ELB). It then moves into virtual network services, including DNS, Route 53, and flow logs. Instructor Tom Carpenter provides foundational instruction for anyone beginning the journey to becoming an AWS architect, as well as those prepping for the latest version of the AWS Certified Solutions Architect – Associate exam. [Read more…]

VueMastery – Scaling Vue with Nuxt js Intermediate

VueMastery – Scaling Vue with Nuxt js Intermediate-BooKWoRM
English | Size: 0.99 GB
Category: Tutorial


Once you are comfortable with Vue, learning a framework like Nuxt.js allows you to create production-ready web apps which follow best practices [Read more…]

Linkedin Learning – Cloud Hadoop Scaling Apache Spark-XQZT

Linkedin Learning – Cloud Hadoop Scaling Apache Spark-XQZT
English | Size: 477.07 MB
Category: Tutorial

Apache Hadoop and Spark make it possible to generate genuine business insights from big data. The Amazon cloud is natural home for this powerful toolset, providing a variety of services for running large-scale data-processing workflows. Learn to implement your own Apache Hadoop and Spark workflows on AWS in this course with big data architect Lynn Langit. Explore deployment options for production-scaled jobs using virtual machines with EC2, managed Spark clusters with EMR, or containers with EKS. Learn how to configure and manage Hadoop clusters and Spark jobs with Databricks, and use Python or the programming language of your choice to import data and execute jobs. Plus, learn how to use Spark libraries for machine learning, genomics, and streaming. Each lesson helps you understand which deployment option is best for your workload. [Read more…]

Udemy – AWS EC2 Auto Scaling

Udemy – AWS EC2 Auto Scaling
English | Size: 199.70 MB
Category: Tutorial

This course will focus on a very powerful and important concept of auto scaling in AWS. Students will learn by lectures and hands-on demos on how to apply the AS concepts in the cloud and what are the benefits and best practices. Students only need to know what could computing it, have a free tier account on AWS and have a concept of what an EC2 instance is. [Read more…]