AWS Machine Learning

MARCH 28, 2024

You can scrape the filings from EDGAR directly, or use APIs in Amazon SageMaker with a few lines of code, for any period of time and for a large number of tickers (i.e., News CommonCrawl SEC Filing Coverage 2016-2022 1993-2022 Size 25.8 the SEC assigned identifier). To learn more, refer to SEC Filing Retrieval. billion words 5.1

Finance 96

Finance Metrics Banking Engineering 96

AWS Machine Learning

FEBRUARY 29, 2024

billion EUR (in 2022), a workforce of 336,884 employees (including 221,343 employees in Germany), and operations spanning 130 countries. After they log in to the custom application, the user requests SageMaker domain access through the UI by triggering an Amazon API Gateway call to generate a presigned URL.

APIs 98

APIs Construction Transportation Analytics 98

AWS Machine Learning

DECEMBER 6, 2022

The Trainer class provides an API for feature-complete training in PyTorch. To answer this question, we select an attack recipe from the TextAttack library and use it to construct perturbed adversarial examples to fool our target toxicity filtering model. outputs = 1 * (pred.predictions >= 0.5)

Engineering 74

Engineering APIs Construction Metrics 74

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 101

Analytics APIs Engineering Construction 101

JustCall

JANUARY 19, 2023

Real estate businesses create bulk message templates to send out the latest offer on plots or constructions to their client base in a go. Some benefits are flexible pricing, simple integrations via programmable APIs, substantial global outreach, and advanced software features. Real Estate Did you like 223 Appletree Street?

Marketing 52

Marketing Real estate Banking Sales 52

AWS Machine Learning

MARCH 8, 2023

Electricity market bidding requires at least four types of input: Electricity demand forecasts Weather forecasts Market price history Power price forecasts These data sources are accessed exclusively through APIs. Date Hour Market Location MW Price 11/7/2022 17 RT Energy LCIENEGA_6_N001 0 $0 11/7/2022 17 RT Energy LCIENEGA_6_N001 1.65 $80.79

Marketing 73

Marketing Analytics APIs Engineering 73

AWS Machine Learning

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. We use an ml.t3.medium

Telecommunications 111

Telecommunications Healthcare Transportation Accountability 111

AWS Machine Learning

AUGUST 11, 2022

For example, if today’s date is July 8, 2022, then replace 2022-03-25 with 2022-07-08. The data of the files is as follows: {"TIMESTAMP":"2022-03-20 00:00","LOCATION_ID":"B-101","CO":2.6,"SO2":62,"NO2":57}. TIMESTAMP":"2022-03-20 00:05","LOCATION_ID":"B-101","CO":3.9,"SO2":60,"NO2":73}. Keep the format the same.

Metrics 70

Metrics APIs Scripts Wireless 70

AWS Machine Learning

JUNE 7, 2023

Open-sourcing Falcon 40B enables users to construct and customize AI tools that cater to unique users needs, facilitating seamless integration and ensuring the long-term preservation of data assets. In 2022, Hoffman et al. In 2022, Hoffman et al. The model weights are available to download, inspect and deploy anywhere.

Technology 90

Technology APIs Engineering Education 90

TechSee

JUNE 9, 2022

TechSee, a next-generation visual customer assistance solution, and KDDI Evolva will start providing a new contact center “Video Support Service” utilizing video from May 2022. May 23, 2022. Following is the original, translated Press Release. *. Terilogy, Inc. KDDI Evolva Corporation. According to Terilogy research.

Telecommunications 109

Telecommunications Construction Contact Center Technical Support 109

AWS Machine Learning

APRIL 10, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models using Amazon SageMaker JumpStart. Within the realm of architectural design, Stable Diffusion inpainting can be applied to repair incomplete or damaged areas of building blueprints, providing precise information for construction crews.

APIs 79

APIs Scripts Construction Finance 79

AWS Machine Learning

SEPTEMBER 18, 2023

Overview of solution The initial solution focuses on London, where during a heatwave in the summer of 2022, the UK Health Security Agency estimated 2,803 excess deaths were caused due to heat. Albedo performance can be further refined in simulations by modeling different construction materials, cladding, or roofing. nName: {} nID: {}".format(eoj["Name"],eoj["Arn"]))

APIs 93

APIs Consulting Consulting Construction 93

AWS Machine Learning

JUNE 19, 2023

For provisioning Studio in your AWS account and Region, you first need to create an Amazon SageMaker domain—a construct that encapsulates your ML environment. When the AD user is assigned to an AD group, an IAM Identity Center API ( CreateGroupMembership ) is invoked, and SSO group membership is created.

APIs 70

APIs Accountability Construction Enterprise 70

AWS Machine Learning

FEBRUARY 20, 2023

In November 2022, we announced that AWS customers can generate images from text with Stable Diffusion models in Amazon SageMaker JumpStart. You can access these scripts with a single click through the Studio UI or with very few lines of code through the JumpStart APIs.

Scripts 79

Scripts APIs Entertainment Construction 79

AWS Machine Learning

APRIL 18, 2023

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We make this possible in a few API calls in the JumpStart Industry SDK.

Finance 66

Finance Scripts APIs Sales 66

AWS Machine Learning

APRIL 18, 2023

Although these SEC filings are publicly available to anyone, downloading parsed filings and constructing a clean dataset with added features is a time-consuming exercise. We make this possible in a few API calls in the JumpStart Industry SDK.

Finance 52

Finance Scripts APIs Sales 52

AWS Machine Learning

OCTOBER 27, 2022

To address this issue, in July 2022, we launched heterogeneous clusters for Amazon SageMaker model training, which enables you to launch training jobs that use different instance types in a single job. For more information, refer to Using the SageMaker Python SDK and Using the Low-Level SageMaker APIs.

Scripts 69

Scripts Benchmark Metrics Transportation 69