AWS Machine Learning

OCTOBER 18, 2023

The solution uses the following services: Amazon API Gateway is a fully managed service that makes it easy for developers to publish, maintain, monitor, and secure APIs at any scale. Purina’s solution is deployed as an API Gateway HTTP endpoint, which routes the requests to obtain pet attributes.

APIs 97

APIs Metrics Consulting Consulting 97

delighted

DECEMBER 3, 2021

Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. And, setting up APIs can link two applications to one another for data sharing/interacting purposes, making manual uploads a thing of the past. Create custom APIs for more complex use cases. Not to worry!

Surveys 97

Surveys APIs SaaS Engineering 97

AWS Machine Learning

SEPTEMBER 9, 2022

This is Part 2 of a series on using data analytics and ML for Amp and creating a personalized show recommendation list platform. Refer to Part 1 to learn how behavioral data was collected and processed using the data and analytics systems. Solution overview. Real-time inference.

Personalization 73

Personalization APIs Engineering Metrics 73

AWS Machine Learning

MARCH 23, 2023

Homomorphic encryption is a new approach to encryption that allows computations and analytical functions to be run on encrypted data, without first having to decrypt it, in order to preserve privacy in cases where you have a policy that states data should never be decrypted. The following figure shows both versions of these patterns.

Scripts 97

Scripts APIs Government Analytics 97

AWS Machine Learning

NOVEMBER 17, 2022

If the current energy consumption deviates too much from the optimal point, ELC provides an action to adjust internal process variables to optimize energy efficiency based on analytical models. Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC. ELC is hosted in the cloud.

APIs 93

APIs Accountability Metrics Engineering 93

AWS Machine Learning

SEPTEMBER 1, 2023

These teams are as follows: Advanced analytics team (data lake and data mesh) – Data engineers are responsible for preparing and ingesting data from multiple sources, building ETL (extract, transform, and load) pipelines to curate and catalog the data, and prepare the necessary historical data for the ML use cases.

Engineering 105

Engineering Accountability Construction APIs 105

AWS Machine Learning

NOVEMBER 16, 2023

With SageMaker MLOps tools, teams can easily train, test, troubleshoot, deploy, and govern ML models at scale to boost productivity of data scientists and ML engineers while maintaining model performance in production. Maintainability – The platform’s architecture and code base should be well organized, modular, and maintainable.

Healthcare 91

Healthcare Government Engineering APIs 91

AWS Machine Learning

MARCH 13, 2023

This post is co-written with Mahima Agarwal, Machine Learning Engineer, and Deepak Mettem, Senior Engineering Manager, at VMware Carbon Black VMware Carbon Black is a renowned security solution offering protection against the full spectrum of modern cyberattacks. Amazon SNS is fully managed pub/sub service for A2A and A2P messaging.

Engineering 83

Engineering APIs Metrics Management 83

AWS Machine Learning

JULY 24, 2023

This blog post was co-authored, and includes an introduction, by Zilong Bai, senior natural language processing engineer at Patsnap. Because there is no such existing feature in a patent search engine (to their best knowledge), Patsnap believes adding this feature will increase end-user stickiness. gpt2 and predictor.py

APIs 67

APIs Engineering Construction Benchmark 67

AWS Machine Learning

JANUARY 4, 2024

In this post, we provide an introduction to text to SQL (Text2SQL) and explore use cases, challenges, design patterns, and best practices. Today, a large amount of data is available in traditional data analytics, data warehousing, and databases, which may be not easy to query or understand for the majority of organization members.

Best practices 122

Best practices Enterprise Engineering APIs 122

CSM Magazine

MARCH 27, 2023

With the tool’s AI-powered suggestions, agents would be able to ensure that they were providing accurate information and following best practices, even if they are new to the job or dealing with a particularly difficult customer. Another benefit would be in the reduction of resolution times for customer inquiries.

Customer Service 52

Customer Service APIs Analytics Technology 52

AWS Machine Learning

JULY 19, 2022

We set the OutputFormat to mp3 , which tells Amazon Polly to generate an audio stream for this API call. We again use the start_speech_synthesis_task method but specify OutputFormat to json , which tells Amazon Polly to generate speech marks for this API call. Anil Kodali is a Solutions Architect with Amazon Web Services.

Engineering 86

Engineering APIs Education Best practices 86

AWS Machine Learning

JULY 29, 2022

Large enterprises sometimes set up a center of excellence (CoE) to tackle the needs of different lines of business (LoBs) with innovative analytics and ML projects. To generate high-quality and performant ML models at scale, they need to do the following: Provide an easy way to access relevant data to their analytics and ML CoE.

Government 79

Government Banking Analytics Accountability 79

AWS Machine Learning

JUNE 5, 2023

Autotune uses best practices as well as internal benchmarks for selecting the appropriate ranges. He brings over 11 years of risk management, technology consulting, data analytics, and machine learning experience. Iaroslav Shcherbatyi is a Machine Learning Engineer at AWS.

APIs 78

APIs Enterprise Benchmark Metrics 78

Inbenta

JUNE 21, 2022

And about half of all product searches are initiated through this search engine. Opting for an SEO strategy is not just about meeting the demands of search engines. Voice search allows users to make spoken requests or queries instead of typing them into search engines. Best practices for SEO Knowledge Management.

Engineering 52

Engineering APIs Best practices Management 52

AWS Machine Learning

FEBRUARY 29, 2024

OpenSearch is a scalable, flexible, and extensible open source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 You can also add data incrementally by importing records using the Amazon Personalize console or API.

Personalization 92

Personalization Accountability Entertainment Construction 92

AWS Machine Learning

AUGUST 14, 2023

You can serialize pipelines to YAML files , expose them via a REST API , and scale them flexibly with your workloads, making it easy to move your application from a prototype stage to production. His work involves all areas of OpenSearch from search and relevance to observability and security analytics.

Enterprise 70

Enterprise Scripts Best practices Analytics 70

AWS Machine Learning

JULY 5, 2022

Data Wrangler is a capability of Amazon SageMaker that makes it faster for data scientists and engineers to prepare data for machine learning (ML) applications via a visual interface. Vicky Zhang is a Software Development Engineer at Amazon SageMaker. Rahul Nabera is a Data Analytics Consultant in AWS Professional Services.

Scripts 81

Scripts Engineering APIs Consulting 81

AWS Machine Learning

APRIL 6, 2023

While keeping a constant collaborative workstream with our team, MLSL helped us with upskilling our professionals when it comes to scientific excellence and best practices on ML development using AWS infrastructure.” – Bart Zeeman, Strategist and Analyst at CTO office in NXP Semiconductors. Second, we need better features.

Sales 80

Sales Metrics APIs Marketing 80

AWS Machine Learning

AUGUST 2, 2023

With AI-powered tools and analytics, it has become easier than ever to build not just one story but customized stories to appear to end-users’ unique tastes and sensibilities. After ingestion, images can be searched via the Amazon Kendra search console, API, or SDK. This is where image-to-text models can be a game changer.

Enterprise 72

Enterprise Healthcare APIs Big data 72

SmartKarrot

AUGUST 10, 2021

Be a thought leader in developing and executing on Customer Success and Account Management best practices that can be used across the organization. Communicate issues to the engineers but also communicate with customers in human words.

Engineering 17

Engineering Best practices APIs Accountability 17

AWS Machine Learning

MARCH 15, 2023

The best practice for migration is to refactor these legacy codes using the Amazon SageMaker API or the SageMaker Python SDK. We demonstrate how two different personas, a data scientist and an MLOps engineer, can collaborate to lift and shift hundreds of legacy models. No change to the legacy code is required.

Scripts 124

Scripts APIs Engineering Construction 124

Amity

SEPTEMBER 25, 2017

Customer Operations means everything from Customer Success to Customer Support, Engineering Support, and Professional Services. In parallel, we created an API Support team, and we launched Customer Success about 1 year and a half ago. I’m really big on data and analytics, but I’m also a realist.

B2C 0

B2C SaaS Accountability B2B 0

AWS Machine Learning

NOVEMBER 22, 2023

Learn how to utilize your datasets using Amazon SageMaker and Amazon Bedrock as well as popular frameworks like PyTorch with AWS compute, storage, and analytics. This session uses the Claude 2 LLM as an example of how prompt engineering helps to solve complex customer use cases. Reserve your seat now! Reserve your seat now!

Engineering 113

Engineering Best practices APIs Government 113

AWS Machine Learning

SEPTEMBER 1, 2023

Solution overview To get responses streamed back from SageMaker, you can use our new InvokeEndpointWithResponseStream API. To take advantage of the new streaming API, you need to make sure the model container returns the streamed response as chunked encoded data. We use Streamlit for the sample demo application UI.

APIs 91

APIs Chatbots Engineering Best practices 91

AWS Machine Learning

JUNE 27, 2023

That is where Provectus , an AWS Premier Consulting Partner with competencies in Machine Learning, Data & Analytics, and DevOps, stepped in. Earth.com didn’t have an in-house ML engineering team, which made it hard to add new datasets featuring new species, release and improve new models, and scale their disjointed ML system.

Engineering 97

Engineering APIs Scripts Entertainment 97

AWS Machine Learning

APRIL 19, 2024

In this post, we use an OSI pipeline API to deliver data to the OpenSearch Serverless vector store. The embeddings are ingested into an OSI pipeline using an API call. Update these roles to apply least-privilege permissions, as discussed in Security best practices. See the following code: session = boto3.Session()

APIs 97

APIs Enterprise Healthcare Accountability 97

AWS Machine Learning

DECEMBER 6, 2023

The Q4 Platform facilitates interactions across the capital markets through IR website products, virtual events solutions, engagement analytics, investor relations Customer Relationship Management (CRM), shareholder and market analysis, surveillance, and ESG tools. LangChain supports Amazon Bedrock as a multi-foundation model API.

Chatbots 100

Chatbots APIs Engineering CRM 100

AWS Machine Learning

NOVEMBER 14, 2022

We provide a step-by-step guide to deploy your SageMaker trained model to Graviton-based instances, cover best practices when working with Graviton, discuss the price-performance benefits, and demo how to deploy a TensorFlow model on a SageMaker Graviton instance. Recommended best practices. Brief overview of Graviton.

Scripts 83

Scripts APIs Best practices Engineering 83

Amity

SEPTEMBER 25, 2017

Customer Operations means everything from Customer Success to Customer Support, Engineering Support, and Professional Services. In parallel, we created an API Support team, and we launched Customer Success about 1 year and a half ago. I’m really big on data and analytics, but I’m also a realist.

B2C 60

B2C SaaS Accountability B2B 60

SmartKarrot

MAY 31, 2021

Become an expert on the Daasity app and the integrations, while keeping up with industry trends in data analytics in the direct-to-consumer space. Support API customization projects, as well as embedded integrations projects. Evaluate and implement methods to generate revenue from Customer Success through upsells and renewals.

Upselling 10

Upselling APIs Accountability Engineering 10

Pointillist

JULY 25, 2018

Companies are increasingly benefiting from customer journey analytics across marketing and customer experience, as the results are real, immediate and have a lasting effect. Learning how to choose the best customer journey analytics platform is just the start. Steps to Implement Customer Journey Analytics. By Swati Sahai.

Analytics 93

Analytics Government APIs Metrics 93

AWS Machine Learning

MARCH 15, 2024

Federated learning: An introduction Federated learning (FL) is a decentralized form of ML—a dynamic engineering approach. Furthermore, model hosting on Amazon SageMaker JumpStart can help by exposing the endpoint API without sharing model weights.

Healthcare 101

Healthcare Government Best practices Engineering 101

AWS Machine Learning

JUNE 12, 2023

In this post, we present a guide and best practices on training large language models (LLMs) using the Amazon SageMaker distributed model parallel library to reduce training time and cost. Next, we can move the input tensors to the GPU used by the current process using the torch.cuda.set_device API followed by the.to() API call.

Best practices 67

Best practices APIs Engineering Analytics 67

NobelBiz

APRIL 9, 2024

In this comprehensive article, we delve into the details of call center compliance , exploring its significance, the laws and regulations governing it, common mistakes to avoid, and best practices for ensuring adherence. Table of Contents What is Call Center Compliance and Why is it Important?

Call Center 104

Call Center Telemarketing Healthcare Government 104

AWS Machine Learning

APRIL 19, 2023

This post walks through a complete example of how you can couple streaming feature engineering with Feature Store to make ML-backed decisions in near-real time. Apache Flink is a popular framework and engine for processing data streams. cc_num trans_time amount fraud_label …1248 Nov-01 14:50:01 10.15 0 … 1248 Nov-02 12:14:31 32.45

Engineering 78

Engineering Analytics APIs Enterprise 78

Stratifyd

JANUARY 3, 2019

Additionally, we were named a "Cool Vendor in Analytics" by Gartner and we were just named one of "Charlotte's Best Places to Work" and the 2nd fastest growing company in Charlotte by the Charlotte Business Journal! As a Senior Back-End Software Engineer with Stratifyd, Inc. and Python/C API.

Engineering 40

Engineering APIs Analytics Healthcare 40