[UDEMY] [100% OFF] GCP: Complete Google Data Engineer and Cloud Architect Guide, $50
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GCP: Complete Google Data Engineer and Cloud Architect Guide
The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop

Includes:
27 hours on-demand video
5 Articles
45 Supplemental Resources
Full lifetime access

What Will I Learn?
  • 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

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:
Quote:
  • 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)



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