GCP: Complete Google Data Engineer and Cloud Architect Guide

Udemy Coupon - GCP: Complete Google Data Engineer and Cloud Architect Guide

The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop

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Created by Loony Corn
English [Auto-generated], French [Auto-generated], 4 more

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Description

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 this course is for:

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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