Learn Google Cloud Platform!

156 Google Cloud Platform courses are available from Pluralsight, Coursera, Stone River, Udemy and Packt.

Google Cloud Platform (GCP), offered by Google, is a suite of cloud computing services that runs on the same infrastructure that Google uses internally for its end-user products, such as Google Search and YouTube. Alongside a set of management tools, it provides a series of modular cloud services including computing, data storage, data analytics and machine learning. Registration requires a credit card or bank account details.Google Cloud Platform provides infrastructure as a service, platform as a service, and serverless computing environments. In April 2008, Google announced App Engine, a platform for developing and hosting web applications in Google-managed data centers, which was the first cloud computing service from the company. The service became generally available in November 2011. - read more on Wikipedia

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  • clock 3h 25m

Networking in GCP - Defining and Implementing Networks

In this course^ you will explore and deploy GCP networking technologies^ such as Google Virtual Private Cloud (VPC) networks^ subnets and firewalls through recorded lectures^ demonstrations^ and hands-on labs.

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  • clock 3h 16m

Networking in GCP - Hybrid Connectivity and Network Management

Through recorded lectures^ demonstrations^ and hands-on labs^ you will explore and deploy GCP networking technologies^ such as the interconnection among networks^ common network design patterns and the automated deployment of networks using Deployment Manager.

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  • student Intermediate
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  • clock 2h 11m

Deploying TensorFlow Models to AWS^ Azure^ and the GCP

This course will show you how to take your TensorFlow model and deploy it locally or to the cloud platform of your choice- Azure^ AWS^ or the GCP.

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  • clock 2h 52m

Applying Machine Learning to your Data with GCP

Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course! This accelerated online course teaches participants how to derive insights …

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  • clock 2h 43m

Building Batch Data Pipelines on GCP

Data pipelines typically fall under one of the Extra-Load^ Extract-Load-Transform or Extract-Transform-Load paradigms. This course describes which paradigm should be used and when for batch data. Furthermore^ this course covers several technologies on Google Cloud Platform for data transformation including …

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  • clock 3h 12m

Building Resilient Streaming Analytics Systems on GCP

Processing streaming data is becoming increasingly popular as streaming enables businesses to get real-time metrics on business operations. This course covers how to build streaming data pipelines on Google Cloud Platform. Cloud Pub/Sub is described for handling incoming streaming data. …

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  • student All Levels
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  • clock 3h 16m

End-to-End Machine Learning with TensorFlow on GCP

This course is set up as a workshop where you will do End-to-End Machine Learning with TensorFlow on Google Cloud Platform. It involves building an end-to-end model from data exploration all the way to deploying an ML model and getting …

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  • clock 4h 20m

Image Understanding with TensorFlow on GCP

In this course^ we will take a look at different strategies for building an image classifier using convolutional neural networks. We ll improve the model s accuracy with augmentation^ feature extraction^ and fine-tuning hyperparameters while trying to avoid overfitting our …

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  • clock 1h 47m

Leveraging Advanced Networking and Load Balancing Services on the GCP

The GCP offers several services related to networking and load balancing that is used to obtain a highly optimized and scaling infrastructure. Such as Cloud CDN for fast serving of web content and GCP-optimized load balancing for container clusters.

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  • clock 2h 24m

Leveraging Load Balancing Options on the GCP

Developers and app architects need to understand what kind of load balancer to choose^ and why. This course covers the essential load balancing options available on the GCP and demonstrates their use in combination with other GCP technologies.

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  • clock 1h 37m

Leveraging Network Interconnection Options on the GCP

This course focuses on network interconnections where one or both of the connected networks are on the GCP. This includes understanding peering and interconnect as well as how shared VPCs and static and dynamic VPN are implemented.

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  • student All Levels
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  • clock 3h 35m

Modernizing Data Lakes and Data Warehouses with GCP

The two key components of any data pipeline are data lakes and warehouses. This course highlights use-cases for each type of storage and dives into the available data lake and warehouse solutions on Google Cloud Platform in technical detail. Also^ …

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