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סיכום של אירוע הענן הגדול בעולם ה- AWS re:Invent 2022 - סיכום יום 3

IsraelClouds
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November 30, 2022
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Events
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סיכום היום ה-#3 של אירוע הענן הגדול בעולם ה- AWS re:Invent 2022

היום התקיים ה- Keynote של סוואמי סיבאסוברמאניאין, VP, Database, Analytics and Machine Learning, לאחרונה תחום הדאטה והבינה המלאכותית תופס יותר מקום בחזון של חברות וכמובן כפועל יוצא בצוותי הפיתוח והטכנולוגיות של ארגונים ואת ההייפ סביב התחום חוויתי במהלך ה-Keynote, המון הכרזות והמון שיח מחוץ לחדרים.

הכרזות המעניינות מהיום ה3 שהוקדש ברובו לתחום של הבינה המלאכותית:

Machine Learning
New for Amazon SageMaker – Perform Shadow Tests to Compare Inference Performance Between ML Model Variants
Deploying a model in shadow mode lets you conduct a more holistic test by routing a copy of the live inference requests for a production model to the new (shadow) model.
Next Generation SageMaker Notebooks – Now with Built-in Data Preparation, Real-Time Collaboration, and Notebook Automation
You can now improve data quality in minutes with the built-in data preparation capability ,edit the same notebooks with your teams in real time, and automatically convert notebook code to production-ready jobs.

New – Share ML Models and Notebooks More Easily Within Your Organization with Amazon SageMaker JumpStart
Easily share your models and notebooks to collaborate and increase productivity, or to put your models into production.
AWS Machine Learning University New Educator Enablement Program to Build Diverse Talent for ML/AI Jobs
The new program offers year-round lesson planning, course playbooks, and access to free compute resources.

New —Introducing Support for Real-Time and Batch Inference in Amazon SageMaker Data Wrangler
This feature allows you to reuse the data transformation flow which you created in SageMaker Data Wrangler as a step in Amazon SageMaker inference pipelines.
New —Amazon SageMaker Data Wrangler Supports SaaS Applications as Data Sources
With this feature, you can use more than 40 SaaS applications as data sources via Amazon AppFlow and have the data available on Amazon SageMaker Data Wrangler.

New ML Governance Tools for Amazon SageMaker – Simplify Access Control and Enhance Transparency Over Your ML Projects
New tools let you define custom permissions for SageMaker users in minutes, document model information from conception to deployment, and monitor all your deployed models through a unified dashboard.

Preview: Use Amazon SageMaker to Build, Train, and Deploy ML Models Using Geospatial Data
This collection of features offers pre-trained deep neural network (DNN) models and geospatial operators that make it easy to access and prepare large geospatial datasets.
New –Redesigned UI for Amazon SageMaker Studio
There designed UI makes it easier for you to discover and get started with the ML tools in SageMaker Studio.
Classifying and Extracting Mortgage Loan Data with Amazon Textract
The new API was created in response to requests from major lenders in the industry to help them process applications faster and reduce errors, which improves the end-customer experience and lowers operating costs.
Amazon CodeWhisperer Adds Enterprise Administrative Controls, Simple Sign-up, and Support for New Languages (Preview)
Administrator scan now easily integrate Code Whisperer with their existing workforce identity solutions, provide access to users and groups, and configure organization-wide settings.

בנוסף אציין כמה הכרזות מתחומים שונים שתפסו את עיניי וחשוב שתכירו

Database
New –Amazon RDS Optimized Reads and Optimized Writes
These two new features will accelerate your Amazon RDS for MySQL workloads.
New – Fully Managed Blue/Green Deployments in Amazon Aurora and Amazon RDS
This new feature for Amazon Aurora with MySQL compatibility, Amazon RDS for MySQL, and Amazon RDS for MariaDB, enables you to make database updates safer, simpler, and faster.
 
Developer Tools
Announcing Amazon CodeCatalyst (preview), a Unified Software Development Service
Amazon CodeCatalyst enables software development teams to quickly and easily plan, develop, collaborate on, build, and deliver applications on AWS, reducing friction throughout the development lifecycle.
 
Global Infrastructure
AWS LocalZones Now Available in Four New Metro Areas
Announcing the general availability of AWS Local Zones in Buenos Aires, Copenhagen, Helsinki, and Muscat.

מחר יעלה לבמה ד"ר וורנר ווגלס וכמו תמיד מיליוני מפתחים ברחבי העולם מחכים לשמוע אותו ואת החידושים והכיוונים שהוא יציג - איזו התרגשות!!

**הכותב הינו אורח של חברת Amazon Web Services ב-re:Invent 2022.

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