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Coursera – Image Understanding with TensorFlow on GCP

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Coursera – Image Understanding with TensorFlow on GCP
English | Size: 491.78 MB
Category: Tutorial

This is the third course of the Advanced Machine Learning on GCP specialization. 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 data. We will also look at practical issues that arise, for example, when you don’t have enough data and how to incorporate the latest research findings into our models. [Read more…]

Cloud Academy – Configuring GCP Access and Security

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Cloud Academy – Configuring GCP Access and Security-STM
English | Size: 619.82 MB
Category: Tutorial

Security is considered to be one of the biggest challenges when comparing cloud vs. in-house infrastructure. Due to lack of trust, loss of control, and the multi-tenant nature of the cloud, security controls and mechanisms are of the utmost importance
Google Cloud Platform offers tools with a single dashboard and simple interfaces to implement security policies Google Cloud Identity and Access Management (IAM) provides an easy way to manage GCP users and the permissions assigned to them. Besides human users, GCP provides a way to create non-human identities (service accounts) and attach those to cloud applications and VMs. The correct configuration and usage of service accounts and IAM are critical to GCP security. GCP also provides a centralized dashboard to view audit logs, which are useful in the case of a security breach To help you get the most out of the security tools offered in Google Cloud, this course covers how to properly manage IAM, service accounts, and audit logs [Read more…]

PluralSight – Optimizing Your Google Cloud Platform GCP Costs

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PluralSight – Optimizing Your Google Cloud Platform GCP Costs-REBAR
English | Size: 275.73 MB
Category: Tutorial


This is the second course in a two-part series on GCP billing and cost management essentials. This course is most suitable for those in a Finance and/or IT related role responsible for optimizing their organization’s cloud infrastructure. Here you’ll learn several ways to control and optimize your GCP costs, including setting up budgets and alerts, managing quota limits, and taking advantage of committed use discounts. In the hands-on labs, you’ll practice using various tools to control and optimize your GCP costs or to influence your technology teams to apply the cost optimization best practices. [Read more…]

PluralSight – Networking in GCP Defining and Implementing Networks-BOOKWARE-KNiSO

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PluralSight – Networking in GCP Defining and Implementing Networks-BOOKWARE-KNiSO
English | Size: 534.64 MB
Category: Tutorial


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. [Read more…]

PluralSight – Networking in GCP Defining and Implementing Networks

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PluralSight – Networking in GCP Defining and Implementing Networks
English | Size: 573.21 MB
Category: Tutorial


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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PluralSight – Networking in GCP Hybrid Connectivity and Network Management

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PluralSight – Networking in GCP Hybrid Connectivity and Network Management-BOOKWARE-KNiSO
English | Size: 515.24 MB
Category: Tutorial


Release Notes: Welcome to Networking in GCP:Hybrid Connectivity and Network Management. The lecture you just watched focused on two Networking courses. Both courses provide you with a broad study of networking options on Google Cloud Platform and they are part of the Networking in Google Cloud Platform bundle Google Cloud Platform Fundamentals:Core Infrastructure Networking in GCP:Defining and Implementing Networks, and Networking in GCP:Hybrid Connectivity and Network Management (this course). This course builds on the Networking in GCP:Defining and Implementing Networks course and enhances your study of networking options on Google Cloud Platform 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. The course also covers networking pricing and billing to help you optimize your network spend and monitoring and logging features that can help you troubleshoot your GCP network infrastructure. Here are the modules of the course – Hybrid Connectivity, Networking Pricing and Billing, Network Design and Deployment, and Network Monitoring and Troubleshooting. Pre-requisites To get the most out of this course, participants should have completed Google Cloud Platform Fundamentals:Core Infrastructure or have equivalent experience, completed
Networking in GCP:Defining and Implementing Networks, prior understanding of the OSI 7-layer model, prior understanding of IPv4 addressing, and prior experience with managing IPv4 routes. Enjoy this course! [Read more…]

PluralSight – Networking in GCP Hybrid Connectivity and Network Management

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PluralSight – Networking in GCP Hybrid Connectivity and Network Management
English | Size: 515.24 MB
Category: Pluralsight


Welcome to Networking in GCP:Hybrid Connectivity and Network Management. The lecture you just watched focused on two Networking courses. Both courses provide you with a broad study of networking options on Google Cloud Platform and they are part of the Networking in Google Cloud Platform bundle – Google Cloud Platform Fundamentals:Core Infrastructure, Networking in GCPSmilieyefining and Implementing Networks, and Networking in GCP:Hybrid Connectivity and Network Management (this course). This course builds on the Networking in GCPSmilieyefining and Implementing Networks course and enhances your study of networking options on Google Cloud Platform. 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. The course also covers networking pricing and billing to help you optimize your network spend and monitoring and logging features that can help you troubleshoot your GCP network infrastructure. Here are the modules of the course – Hybrid Connectivity, Networking Pricing and Billing, Network Design and Deployment, and Network Monitoring and Troubleshooting. [Read more…]

PluralSight – Applying Machine Learning to your Data with GCP

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PluralSight – Applying Machine Learning to your Data with GCP-BOOKWARE-KNiSO
English | Size: 596.26 MB
Category: Tutorial


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 through data analysis and visualization using the Google Cloud Platform. The course features interactive scenarios and hands-on labs where participants explore, mine, load, visualize, and extract insights from diverse Google BigQuery datasets. The course covers data loading, querying, schema modeling, optimizing performance, query pricing, and data visualization [Read more…]