Tag: Cloud

Enhancing Cloud Security on Google Cloud with Generative AI


Free Download Enhancing Cloud Security on Google Cloud with Generative AI
Published 8/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 105.23 MB | Duration: 15m 51s
Are you curious to know what the intersection is between generative AI and cloud security? This course will teach you how to leverage generative AI technologies to enhance your security workflows and improve your security posture.

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Navigate SOC 2 Compliance in the Cloud


Free Download Navigate SOC 2 Compliance in the Cloud
Released: 08/2024
Duration: 33m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 117 MB
Level: Intermediate | Genre: eLearning | Language: English
This comprehensive course designed specifically for security professionals working with and for cloud-hosted companies takes a deep dive into SOC 2 compliance, a crucial standard for security and trust in cloud services. This course with instructors Jerich Beason and AJ Yawn is structured into chapters that focus on different aspects of SOC 2 compliance. Learn about SOC 2 concepts from both auditor and CISO perspectives, understand the unique impact of SOC 2 in cloud environments, hear key strategies for effective compliance, and more.

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Introduction to TensorFlow by Google Cloud


Free Download Introduction to TensorFlow by Google Cloud
Google Cloud | Duration: 1:59 h | Video: H264 1280×720 | Audio: AAC 48 kHz 2ch | 321 MB | Language: English
This course is focused on using the flexibility and “ease of use” of TensorFlow 2.x and Keras to build, train, and deploy machine learning models. You will learn about the TensorFlow 2.x API hierarchy and will get to know the main components of TensorFlow through hands-on exercises. We will introduce you to working with datasets and feature columns. You will learn how to design and build a TensorFlow 2.x input data pipeline. You will get hands-on practice loading csv data, numPy arrays, text data, and images using tf.Data.Dataset. You will also get hands-on practice creating numeric, categorical, bucketized, and hashed feature columns. We will introduce you to the Keras Sequential API and the Keras Functional API to show you how to create deep learning models. We’ll talk about activation functions, loss, and optimization. Our Jupyter Notebooks hands-on labs offer you the opportunity to build basic linear regression, basic logistic regression, and advanced logistic regression machine learning models. You will learn how to train, deploy, and productionalize machine learning models at scale with Cloud AI Platform.
Homepage

https://www.pluralsight.com/courses/introduction-tensorflow-update-1

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Preparing for Your Associate Cloud Engineer Journey


Free Download Preparing for Your Associate Cloud Engineer Journey
Published 6/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 119.70 MB | Duration: 47m 47s
This course helps you structure your preparation for the Associate Cloud Engineer exam. You will learn about the Google Cloud domains covered by the exam and how to create a study plan to improve your domain knowledge.

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Machine Learning with TensorFlow on Google Cloud


Free Download Machine Learning with TensorFlow on Google Cloud
Last updated 5/2024
Duration: 6h2m | Video: .MP4, 1920×1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 2.31 GB
Genre: eLearning | Language: English
Build, train, and deploy ML models with TensorFlow: A hands-on journey through Google Cloud’s powerful infrastructure

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Data Engineering in the Cloud


Free Download Data Engineering in the Cloud
Published 6/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 108.23 MB | Duration: 48m 59s
Explore the transformative capabilities of cloud computing in data engineering. This course will teach you how to design, deploy, and manage scalable and efficient data solutions in the cloud.

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AI-Driven Cloud Performance Monitoring and Management


Free Download AI-Driven Cloud Performance Monitoring and Management
Published 6/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 37.98 MB | Duration: 13m 5s
As your Cloud infrastructure grows, its complexity can increase beyond your ability to properly monitor it. This course will teach you how to connect OpenAI’s GPT directly to your cloud monitoring tools to add powerful AI-driven visibility.

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Google Cloud Security for Beginners – Tools and Services


Free Download Google Cloud Security for Beginners – Tools and Services
Released: 08/2024
Duration: 1h 4m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 126 MB
Level: Beginner | Genre: eLearning | Language: English
If you’re new to cloud security, or if you’re an administrator looking to learn about best practices to create and manage data and assets in the cloud, join Dominique West in this course as she teaches the basics of properly securing your Google Cloud environment. Dominique starts with the basics of cloud computing and general security concepts, explaining the different services and terminologies as they relate to the Google Cloud platform. She covers topics like identity and access management (IAM), infrastructure security, network security, and details the Google Cloud Security Command Center. By the end of this course, you’ll be well on your way toward becoming a Google Cloud security guru.

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