The complete Google Cloud Platform (GCP) for Beginners

[LeeAndro]

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 25 lectures (5h 18m) | Size: 1.55 GB

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.

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

Deploy Managed Hadoop apps on the Google Cloud

Use big data technologies such as BigTable, Dataflow, Apache Beam and Pub/Sub

Basic understanding of technology - superficial exposure to Hadoop is enough

That's because TensorFlow, the super-popular deep learning technology is also from Google.

What's Included:

Compute and Storage - AppEe, Container Eer (aka Kubernetes) and Compute Ee

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)

Yep! Any one who wants to deploy serverless analytics and big data solutions on the Google Cloud



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