AWS Machine Learning

FEBRUARY 13, 2023

With the increasing use of artificial intelligence (AI) and machine learning (ML) for a vast majority of industries (ranging from healthcare to insurance, from manufacturing to marketing), the primary focus shifts to efficiency when building and training models at scale.

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Analysis Training Resources Policies 74

AWS Machine Learning

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. The order summary is communicated back to the customer via Amazon Lex. awscli>=1.29.57 botocore>=1.31.57

Interaction 122

Interaction e-support Policies Multi-Channel 122

AWS Machine Learning

APRIL 11, 2023

In the post Secure Amazon SageMaker Studio presigned URLs Part 2: Private API with JWT authentication , we demonstrated how to build a private API to generate Amazon SageMaker Studio presigned URLs that are only accessible by an authenticated end-user within the corporate network from a single account.

Consumers 71

Consumers Government How To Resources 71

AWS Machine Learning

DECEMBER 14, 2023

Amazon SageMaker Studio offers a broad set of fully managed integrated development environments (IDEs) for machine learning (ML) development, including JupyterLab, Code Editor based on Code-OSS (Visual Studio Code Open Source), and RStudio. Both JupyterLab and Code Editor can be launched using a flexible workspace called Spaces.

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AWS Machine Learning

NOVEMBER 29, 2023

Amazon SageMaker Studio provides a fully managed solution for data scientists to interactively build, train, and deploy machine learning (ML) models. Amazon SageMaker notebook jobs allow data scientists to run their notebooks on demand or on a schedule with a few clicks in SageMaker Studio. Note that the file shouldn’t have any header.

Management 84

Management Training Data Examples 84

AWS Machine Learning

NOVEMBER 21, 2022

In Amazon SageMaker Studio , ensure you’re using the PyTorch 1.10 This notebook demonstrates how to use the JumpStart API for text classification. Similar to the previous sections, we use a HyperparameterTuner object to interact with SageMaker hyperparameter tuning APIs. Prerequisites. Training uses five ml.g4dn.2xlarge

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Metrics Training Data Healthcare 72

AWS Machine Learning

JULY 17, 2023

Amazon SageMaker Studio is the first fully integrated ML development environment (IDE) with a web-based visual interface. Organizations often want to use SageMaker Studio to get predictions from data stored in a data warehouse such as Amazon Redshift. This prevents SageMaker from providing internet access to your studio notebooks.

Policies 68

Policies Connections Consumers Resources 68

AWS Machine Learning

SEPTEMBER 25, 2023

Solution overview The theme of the Hackathon is to contribute to the UN sustainable goals with AI technology. In the architecture shown in the following diagram, users input text in the React -based web app, which triggers Amazon API Gateway , which in turn invokes an AWS Lambda function depending on the bias in the user text.

Innovation 86

Innovation Analysis Automotive Training 86

AWS Machine Learning

APRIL 8, 2024

With LMI DLCs on SageMaker, you can accelerate time-to-value for your generative artificial intelligence (AI) applications, offload infrastructure-related heavy lifting, and optimize large language models (LLMs) for the hardware of your choice to achieve best-in-class price-performance.

Effort Score 86

Effort Score Multi-Channel Groups Exercises 86

AWS Machine Learning

JUNE 7, 2023

This blog post is co-written with Dr. Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. You can deploy and use the Falcon LLMs with a few clicks in SageMaker Studio or programmatically through the SageMaker Python SDK.

Training 91

Training Innovation Technology Multi-Channel 91

AWS Machine Learning

FEBRUARY 5, 2024

The main weapon public health has against the propagation of regional outbreaks is disease surveillance: an entire interlocking system of disease reporting, investigation, and data communication between different levels of a public health system. Janosch Woschitz is a Senior Solutions Architect at AWS, specializing in geospatial AI/ML.

Healthcare 85

Healthcare Analysis Analytics Data 85

Thematic

SEPTEMBER 22, 2021

Typically, this data is stored in third-party solutions or a central database, but there are ways to export it or connect to a feedback analysis solution through integrations or an API. If you go the route of a database, you would need to use an API to push the feedback into a third-party software.

Analysis 111

Analysis Data Feedback Analytics 111

Optimove

JUNE 6, 2019

and (2) practical applications of marketing AI, such as Self-Optimizing Campaigns and Optibot Insights. Furthermore, the recently added BI Studio makes it easy for marketers to create customized visualizations of any and all available customer data.

Marketing 40

Marketing Analytics Ecommerce Advertising 40

SurveySparrow

SEPTEMBER 28, 2021

This system is called conversational ai, and businesses globally are lining up to use it. . Why is that, and what are the top AI conversational platforms for post-covid times? What Is A Conversational AI Platform? What Is A Conversational AI Platform? One of the most simple forms of conversational ai.

Chatbots 52

Chatbots Social Media e-support Analytics 52

NetBase

OCTOBER 4, 2019

Understanding and communicating ROI. This industry-recognized platform that’s powered by Next Generation Artificial Intelligence (AI) recently announced its first-to-market automated theme discovery platform, AI Studio. Creating influencer marketing collaborations. Curating and managing content. Price: Request a demo.

Social Media 76

Social Media Tools Analysis Analytics 76

AWS Machine Learning

APRIL 19, 2024

ACK is a framework for building Kubernetes custom controllers, where each controller communicates with an AWS service API. These controllers allow Kubernetes users to provision AWS resources like buckets, databases, or message queues simply by using the Kubernetes API. Release v1.2.9 services.k8s.aws/Bucket has been created.

Resources 99

Resources Software How To Innovation 99

Grade.us

MAY 28, 2019

If you're looking for a comprehensive list of creative, marketing and communication tools your agency can use to serve your clients, you've come to the right place. Contentful gives you an API-first, cloud-based platform to power your sites and apps, allowing you to create first-class user experiences. Which tools work best?

Tools 37

Tools Marketing Social Media Advertising 37

AWS Machine Learning

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

Training 127

Training e-support Innovation System 127

SmartKarrot

JANUARY 20, 2022

It uses tools such as targeted communications, retargeting tools, parity monitoring, and AI chatbots to keep track of OTA undercutting. Duffel accomplishes this by allowing online travel agencies (OTAs) to use an API to connect directly to airlines’ reservations systems. Sign up for our newsletter. contact-form-7].

Company 10

Company Hotels Software Social Media 10

AWS Machine Learning

SEPTEMBER 12, 2023

Email classification project diagram The workflow consists of the following components: Model experimentation – Data scientists use Amazon SageMaker Studio to carry out the first steps in the data science lifecycle: exploratory data analysis (EDA), data cleaning and preparation, and building prototype models.

e-support 98

e-support Management CRM Training 98