בקורס נלמד על מנגנון תשומת הלב, שיטה טובה מאוד שמאפשרת לרשתות נוירונים להתמקד בחלקים ספציפיים ברצף הקלט. נלמד איך עובד העיקרון של תשומת הלב, ואיך אפשר להשתמש בו כדי לשפר את הביצועים במגוון משימות של למידת מכונה, כולל תרגום אוטומטי, סיכום טקסט ומענה לשאלות.
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זהו קורס מבוא ממוקד שבוחן מהם מודלים גדולים של שפה (LLM), איך משתמשים בהם בתרחישים שונים לדוגמה ואיך אפשר לשפר את הביצועים שלהם באמצעות כוונון של הנחיות. הוא גם כולל הסבר על הכלים של Google שיעזרו לכם לפתח אפליקציות בינה מלאכותית גנרטיבית משלכם.
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זהו קורס מבוא ממוקד שמטרתו להסביר מהי בינה מלאכותית גנרטיבית, איך משתמשים בה ובמה היא שונה משיטות מסורתיות של למידת מכונה. הוא גם כולל הסבר על הכלים של Google שיעזרו לכם לפתח אפליקציות בינה מלאכותית גנרטיבית משלכם.
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This module helps you build a robust understanding of concepts related to Networking, Security & Kubernetes Engine.
This course is part of a series of courses called Google Cloud Computing Foundations.
The courses should be completed in the following order:
Google Cloud Computing Foundations: Cloud Computing Fundamentals
Google Cloud Computing Foundations: Infrastructure in Google Cloud
Google Cloud Computing Foundations: Networking and Security in Google Cloud
Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google Cloud Computing Foundation with Kubernetes
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Complete the introductory Prepare Data for ML APIs on Google Cloud skill badge to demonstrate skills in the following: cleaning data with Dataprep by Trifacta, running data pipelines in Dataflow, creating clusters and running Apache Spark jobs in Dataproc, and calling ML APIs including the Cloud Natural Language API, Google Cloud Speech-to-Text API, and Video Intelligence API.
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The Google Cloud Computing Foundations courses are for
individuals with little to no background or experience in cloud computing.
They provide a detailed overview of concepts covering cloud basics, big data,
and machine learning, and where and how Google Cloud fits in.
By the end of the course, learners will be able to articulate concepts
around cloud computing, big data, and machine learning, and demonstrate some
hands-on skills.
This course is part of a series of courses called Google Cloud Computing Foundations.
The courses should be completed in the following order:
Google Cloud Computing Foundations: Cloud Computing Fundamentals
Google Cloud Computing Foundations: Infrastructure in Google Cloud
Google Cloud Computing Foundations: Networking and Security in Google Cloud
Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google Cloud Computing Foundation with Kubernetes
This final course in the series rev…
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Earn a skill badge by completing the Build a Secure Google Cloud Network skill badge course, where you will learn about multiple networking-related resources to build, scale, and secure your applications on Google Cloud.
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The Google Cloud Computing Foundations courses are for
individuals with little to no background or experience in cloud computing.
They provide a detailed overview of concepts covering cloud basics, big data,
and machine learning, and where and how Google Cloud fits in.
By the end of the course, learners will be able to articulate concepts
around cloud computing, big data, and machine learning, and demonstrate some
hands-on skills.
This course is part of a series of courses called Google Cloud Computing Foundations.
The courses should be completed in the following order:
Google Cloud Computing Foundations: Cloud Computing Fundamentals
Google Cloud Computing Foundations: Infrastructure in Google Cloud
Google Cloud Computing Foundations: Networking and Security in Google Cloud
Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google Cloud Computing Foundation with Kubernetes
This third course covers how to build secure networks, …
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Earn a skill badge by completing the Set Up an App Dev Environment on Google Cloud skill badge course, where you learn how to build and connect storage-centric cloud infrastructure using the basic capabilities of the following technologies: Cloud Storage, Identity and Access Management, Cloud Functions, and Pub/Sub.
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The Google Cloud Computing Foundations courses are for individuals with little to no background or experience in cloud computing. They provide an overview of concepts central to cloud basics, big data, and machine learning, and where and how Google Cloud fits in.
By the end of the series of courses, learners will be able to articulate these concepts and demonstrate some hands-on skills.
The courses should be completed in the following order:
1. Google Cloud Computing Foundations: Cloud Computing Fundamentals
2. Google Cloud Computing Foundations: Infrastructure in Google Cloud
3. Google Cloud Computing Foundations: Networking and Security in Google Cloud
4. Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Learn more
The Google Cloud Computing Foundations courses are for individuals with little to no
background or experience in cloud computing. They provide an overview of concepts central
to cloud basics, big data, and machine learning, and where and how Google Cloud fits in.
By the end of the series of courses, learners will be able to articulate these concepts
and demonstrate some hands-on skills.
This course is part of a series of courses called Google Cloud Computing Foundations.
The courses should be completed in the following order:
Google Cloud Computing Foundations: Cloud Computing Fundamentals
Google Cloud Computing Foundations: Infrastructure in Google Cloud
Google Cloud Computing Foundations: Networking and Security in Google Cloud
Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Google Cloud Computing Foundations: Kubernetes Engine Fundamentals
This first course provides an overview of cloud computing, ways to use Google Cloud, …
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Complete the introductory Implementing Cloud Load Balancing for Compute Engine skill badge to demonstrate skills in the following: creating and deploying virtual machines in Compute Engine and configuring network and application load balancers.
Attention Mechanism - בעברית
Earned יול 19, 2024 EDT
Introduction to Large Language Models - בעברית
Earned יול 19, 2024 EDT
Introduction to Generative AI - בעברית
Earned יול 19, 2024 EDT
Google Cloud Computing Foundation with Kubernetes
Earned דצמ 16, 2022 EST
Prepare Data for ML APIs on Google Cloud
Earned נוב 8, 2022 EST
Google Cloud Computing Foundations: Data, ML, and AI in Google Cloud
Earned נוב 7, 2022 EST
Build a Secure Google Cloud Network
Earned נוב 6, 2022 EST
Google Cloud Computing Foundations: Networking and Security in Google Cloud
Earned נוב 6, 2022 EST
Set Up an App Dev Environment on Google Cloud
Earned אוק 30, 2022 EDT
Google Cloud Computing Foundations: Infrastructure in Google Cloud
Earned אוק 30, 2022 EDT
Google Cloud Computing Foundations: Cloud Computing Fundamentals
Earned אוק 26, 2022 EDT
Implementing Cloud Load Balancing for Compute Engine
Earned אוק 25, 2022 EDT