GCP: Complete Google Data Engineer and Cloud Architect Guide

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    Online

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This course is a really comprehensive guide to the Google Cloud Platform - it has 25 hours of content and 60 demos.The Google Cloud Platform is not currently the most popular cloud offering out there - that's AWS of course - but it is possibly the best cloud offering for high-end machine learning applications. That's because TensorFlow, the super-popular deep learning technology is also from Google.What's Included:Compute and Storage - AppEngine, Container Enginer (aka Kubernetes) and Compute Engine
Big Data and Managed Hadoop - Dataproc, Dataflow, BigTable, BigQuery, Pub/Sub 
TensorFlow on the Cloud - what neural networks and deep learning really are, how neurons work and how neural networks are trained.
DevOps stuff - StackDriver logging, monitoring, cloud deployment manager
Security - Identity and Access Management, Identity-Aware proxying, OAuth, API Keys, service accounts
Networking - Virtual Private Clouds, shared VPCs, Load balancing at the network, transport and HTTP layer; VPN, Cloud Interconnect and CDN Interconnect
Hadoop Foundations: A quick look at the open-source cousins (Hadoop, Spark, Pig, Hive and HBase)Who is the target audience?Yep! Anyone looking to use the Google Cloud Platform in their organizations
Yep! Any one who is interesting in architecting compute, networking, loading balancing and other solutions using the GCP
Yep! Any one who wants to deploy serverless analytics and big data solutions on the Google Cloud
Yep! Anyone looking to build TensorFlow models and deploy them on the cloud

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Online

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About this course

Deploy Managed Hadoop apps on the Google Cloud
Build deep learning models on the cloud using TensorFlow
Make informed decisions about Containers, VMs and AppEngine
Use big data technologies such as BigTable, Dataflow, Apache Beam and Pub/Sub

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This centre's achievements

2021

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The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 6 years

Subjects

  • Architect
  • Technology
  • Materials
  • Networks
  • Computing
  • Options
  • Networking

Course programme

You, This Course and Us 2 lectures 02:01 You, This Course and Us Course Materials You, This Course and Us 2 lectures 02:01 You, This Course and Us Course Materials You, This Course and Us You, This Course and Us You, This Course and Us You, This Course and Us Course Materials Course Materials Course Materials Course Materials Introduction 8 lectures 01:05:37 Theory, Practice and Tests Lab: Setting Up A GCP Account Why Cloud? Hadoop and Distributed Computing On-premise, Colocation or Cloud? Introducing the Google Cloud Platform Lab: Using The Cloud Shell Important! Delete unused GCP projects/instances Introduction 8 lectures 01:05:37 Theory, Practice and Tests Lab: Setting Up A GCP Account Why Cloud? Hadoop and Distributed Computing On-premise, Colocation or Cloud? Introducing the Google Cloud Platform Lab: Using The Cloud Shell Important! Delete unused GCP projects/instances Theory, Practice and Tests Theory, Practice and Tests Theory, Practice and Tests Theory, Practice and Tests Lab: Setting Up A GCP Account Lab: Setting Up A GCP Account Lab: Setting Up A GCP Account Lab: Setting Up A GCP Account Why Cloud? Why Cloud? Why Cloud? Why Cloud? Hadoop and Distributed Computing Hadoop and Distributed Computing Hadoop and Distributed Computing Hadoop and Distributed Computing On-premise, Colocation or Cloud? On-premise, Colocation or Cloud? On-premise, Colocation or Cloud? On-premise, Colocation or Cloud? Introducing the Google Cloud Platform Introducing the Google Cloud Platform Introducing the Google Cloud Platform Introducing the Google Cloud Platform Lab: Using The Cloud Shell Lab: Using The Cloud Shell Lab: Using The Cloud Shell Lab: Using The Cloud Shell Important! Delete unused GCP projects/instances Important! Delete unused GCP projects/instances Important! Delete unused GCP projects/instances Important! Delete unused GCP projects/instances Compute 14 lectures 01:32:20 About this section Compute Options Google Compute Engine (GCE) Lab: Creating a VM Instance More GCE Lab: Editing a VM Instance Lab: Creating a VM Instance Using The Command Line Lab: Creating And Attaching A Persistent Disk Google Container Engine - Kubernetes (GKE) More GKE Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container App Engine Contrasting App Engine, Compute Engine and Container Engine Lab: Deploy And Run An App Engine App Compute 14 lectures 01:32:20 About this section Compute Options Google Compute Engine (GCE) Lab: Creating a VM Instance More GCE Lab: Editing a VM Instance Lab: Creating a VM Instance Using The Command Line Lab: Creating And Attaching A Persistent Disk Google Container Engine - Kubernetes (GKE) More GKE Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container App Engine Contrasting App Engine, Compute Engine and Container Engine Lab: Deploy And Run An App Engine App About this section About this section About this section About this section Compute Options Compute Options Compute Options Compute Options Google Compute Engine (GCE) Google Compute Engine (GCE) Google Compute Engine (GCE) Google Compute Engine (GCE) Lab: Creating a VM Instance Lab: Creating a VM Instance Lab: Creating a VM Instance Lab: Creating a VM Instance More GCE More GCE More GCE More GCE Lab: Editing a VM Instance Lab: Editing a VM Instance Lab: Editing a VM Instance Lab: Editing a VM Instance Lab: Creating a VM Instance Using The Command Line Lab: Creating a VM Instance Using The Command Line Lab: Creating a VM Instance Using The Command Line Lab: Creating a VM Instance Using The Command Line Lab: Creating And Attaching A Persistent Disk Lab: Creating And Attaching A Persistent Disk Lab: Creating And Attaching A Persistent Disk Lab: Creating And Attaching A Persistent Disk Google Container Engine - Kubernetes (GKE) Google Container Engine - Kubernetes (GKE) Google Container Engine - Kubernetes (GKE) Google Container Engine - Kubernetes (GKE) More GKE More GKE More GKE More GKE Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container Lab: Creating A Kubernetes Cluster And Deploying A Wordpress Container App Engine App Engine App Engine App Engine Contrasting App Engine, Compute Engine and Container Engine Contrasting App Engine, Compute Engine and Container Engine Contrasting App Engine, Compute Engine and Container Engine Contrasting App Engine, Compute Engine and Container Engine Lab: Deploy And Run An App Engine App Lab: Deploy And Run An App Engine App Lab: Deploy And Run An App Engine App Lab: Deploy And Run An App Engine App Storage projects/instances - Cloud Just wanted to send along an important note for anyone learning a cloud technology like GCP - please be sure to delete your projects, instances and in general to free up your resources after you are done using them. Resources like BigTable, Cloud Spanner are pretty expensive - if you happen to create one, then forget to free it up, you could be hit with real sticker shock when you get your next invoice.Just something important to keep in mind if you are new to using...

Additional information

Basic understanding of technology - superficial exposure to Hadoop is enough.

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GCP: Complete Google Data Engineer and Cloud Architect Guide

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