AWS Machine Learning

JUNE 15, 2023

It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. We also recommend best practices when using Amazon Translate in this automatic translation pipeline to ensure translation quality and efficiency.

APIs 74

APIs Benchmark Best practices Engineering 74

AWS Machine Learning

APRIL 18, 2024

For Meeting Assist Bedrock Knowledge Base Id (existing) , enter your existing knowledge base ID (for example, JSXXXXX3D8 ). If the meeting app (for example, Zoom.us) is supported by the LMA extension, the user’s name, meeting name, and active speaker names are automatically detected by the extension.

APIs 108

APIs Accountability Analytics Entertainment 108

AWS Machine Learning

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Best practices 122

Best practices Government Engineering Accountability 122

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 94

APIs Metrics Consulting Consulting 94

delighted

DECEMBER 3, 2021

Data transferring from one platform to another is a prime example of manual distribution. Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. Create custom APIs for more complex use cases. Automated distribution. Not to worry!

Surveys 97

Surveys APIs SaaS Engineering 97

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 95

Scripts APIs Government Analytics 95

AWS Machine Learning

JUNE 5, 2023

For example, when a neural network is trained, the weight of the network nodes is learned from the training, and indicates how much impact it has on the final prediction. The number of hidden layers and the number of nodes are some of the examples of hyperparameters you can set for a neural network.

APIs 76

APIs Enterprise Benchmark Metrics 76

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 92

APIs Accountability Metrics Engineering 92

delighted

DECEMBER 5, 2022

For example, you can set up an Alert that will go to the support team when someone mentions “help,” “support,” or “customer service,” so that a support member can jump on urgent requests quickly. That’s why it’s key to choose a survey platform that’s easy to use, with best practices baked in, and to automate as much as you can.

Surveys 90

Surveys Feedback Best practices APIs 90

Outsource Consultants

OCTOBER 4, 2021

Strategic partners are superior because they can deliver sophisticated customer service quickly, but also develop strategies and best practices to evolve with your brand. By combining best-in-class tools, APIs, and workflows, all to empower highly skilled agents, strategic partners can elevate customer satisfaction over the long term.

outsourcing 128

outsourcing Customer Service Self service Contact Center 128

AWS Machine Learning

MARCH 12, 2024

Collaborators can use the AWS Clean Rooms console, APIs, or AWS SDKs to set up a collaboration. AWS Clean Rooms enables you to use any column as a join key, for example hashed MAIDs, emails, IP addresses, and RampIDs. Select the operators to allow for matching (for this example, select AND and OR ). Choose Next.

Advertising 98

Advertising Accountability APIs Best practices 98

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. These features are computed by a batch process that runs every so often, for example once daily.

Personalization 72

Personalization APIs Engineering Metrics 72

AWS Machine Learning

JULY 29, 2022

For example, in the financial services industry, you can use AI and ML to solve challenges around fraud detection, credit risk prediction, direct marketing, and many others. 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.

Government 77

Government Banking Analytics Accountability 77

AWS Machine Learning

FEBRUARY 24, 2023

In this post, we describe our design and implementation of the solution, best practices, and the key components of the system architecture. With our high-quality results now stored in OpenSearch Service, we’re able to perform geospatial and temporal search via a REST API, using Amazon API Gateway and Geoserver.

APIs 85

APIs Benchmark Government Analytics 85

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 102

Engineering Accountability Construction APIs 102

Quiq

JUNE 22, 2022

Use Google business messaging API to connect via a third-party app, like Quiq. With Google business messaging API, your customer support team can spend less time addressing minor concerns and more time building bonds. Uplevel your brand and image by following messaging platform best practices.

Sales 56

Sales APIs Best practices Analytics 56

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. So, what exactly is Copilot?

Customer Service 52

Customer Service APIs Analytics Technology 52

AWS Machine Learning

AUGUST 14, 2023

SageMaker JumpStart also provides solution templates that set up infrastructure for common use cases, and executable example notebooks for machine learning (ML) with SageMaker. Although we’ve used and tested Falcon-40b-instruct for this example, you may use any Hugging Face model available on SageMaker.

Enterprise 69

Enterprise Scripts Best practices Analytics 69

Eptica

NOVEMBER 28, 2018

Thanks to the GDPR the vast majority of companies have now reviewed all of their processes around personal data, for example collecting all of the necessary permissions to contact customers through specific channels and documenting their policies and procedures. Share this page on: Tweet. How CX is central to Digital Transformation.

Best practices 66

Best practices APIs Personalization Analytics 66

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 118

Best practices Enterprise Engineering APIs 118

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. For example: [link].es.amazonaws.com.

Personalization 89

Personalization Accountability Entertainment Construction 89

AWS Machine Learning

NOVEMBER 16, 2023

The more detailed AI ToolSuite requirements were driven by three example use cases: Develop a computer vision application aimed at object detection at the edge. We conclude by identifying the ongoing efforts to enable the platform with generative AI workloads and rapidly onboard new users and teams to adopt the platform.

Healthcare 88

Healthcare Government Engineering APIs 88

AskNicely

OCTOBER 1, 2018

How to Choose The Best NPS Software For Your Customer Feedback Program. You understand NPS best practices and have a plan in place to create an awesome program that will automate voice of the customer and parlay that into advocacy. Let’s take a quick look at what options might best fit your company. Types of NPS Software.

APIs 60

APIs Surveys Best practices CRM 60

AWS Machine Learning

MARCH 13, 2023

With terabytes of data generated by the product, the security analytics team focuses on building machine learning (ML) solutions to surface critical attacks and spotlight emerging threats from noise. We use the SageMaker list-models API to identify if it’s retraining based on the model retraining version number and timestamp.

Engineering 81

Engineering APIs Metrics Management 81

ProProfs Blog

APRIL 3, 2020

Certain question examples like: “What do you think we should improve in our products/services?”. Robust analytics and reporting. API integrations with popular tools. For example, How would you rate our customer services? The data obtained by these surveys provide useful insights that support decisions.

Surveys 103

Surveys Feedback APIs Customer Support 103

AWS Machine Learning

AUGUST 2, 2023

As an example, a GenAI model can be used to generate a textual description for the following image as “a dog laying on the ground under an umbrella” during document ingestion of the image. We demonstrate CDE using simple examples and provide a step-by-step guide for you to experience CDE in an Amazon Kendra index in your own AWS account.

Enterprise 71

Enterprise Healthcare APIs Big data 71

The Northridge Group

MAY 2, 2023

To get a handle on ChatGPT, its implications, benefits, challenges, and best practices for contact centers we had a virtual conversation recently with Nathan Hart, Senior Director of Technology, Solutioning & Data Analytics, The Northridge Group. But could it revolutionize the contact center industry?

Contact Center 67

Contact Center B2C Chatbots B2B 67

SmartKarrot

AUGUST 10, 2021

That’s why behavior analytics forms the core function for SaaS. What is behavioral analytics? Also referred to as product analytics, behavioral analytics is the entire process of segmenting and sorting user patterns to figure out how to add value to what you’ve already offered him. But behavioral analytics is different.

SaaS 10

SaaS Analytics B2C Best practices 10

CustomerSuccessBox

FEBRUARY 28, 2022

Best practices: Consumption vs subscription. Best Practices: It has its NRR retained at $2B ARR. For the cloud-scale applications, Datadog monitors the servers, tools, databases, and services, with a data analytics platform that is SaaS-based. Best Practices: 1000 customers of all pay $100k +.

SaaS 52

SaaS Best practices Enterprise Customer retention 52

Revation Systems

NOVEMBER 28, 2017

Beyond ensuring that they’re offering the most secure service possible, it’s also important that they discuss best practices when it comes to security with individuals since this is their main concern. How Banks Can Win With Rewards Programs By Using APIs. The Future of Digital Banking is About Great Conversations.

Banking 48

Banking APIs Education Best practices 48

AWS Machine Learning

JULY 19, 2022

For the purpose of our example, we requested the speech mark type as word. 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.

Engineering 84

Engineering APIs Education Best practices 84

AWS Machine Learning

JULY 5, 2022

The following screenshot shows an example of an error message you might get when launching the Data Wrangler flow. For an example of this, see Customize Amazon SageMaker Studio using Lifecycle Configurations. Repository of example lifecycle configuration scripts. Solution overview. user-profile-name test. region us-east-2.

Scripts 80

Scripts Engineering APIs Consulting 80

ProProfs Blog

APRIL 3, 2020

Certain question examples like: “What do you think we should improve in our products/services?”. Robust analytics and reporting. API integrations with popular tools. For example, How would you rate our customer services? The data obtained by these surveys provide useful insights that support decisions.

Surveys 78

Surveys Feedback APIs Customer Support 78

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.

Sales 78

Sales Metrics APIs Marketing 78

Inbenta

JUNE 21, 2022

If the contents of your help site are not indexed by Google, it is likely that your customers will look for help on independent forums or on other unaccredited sources of information outside of your company (such as Reddit or Trustpilot for example). Best practices for SEO Knowledge Management. What is long-tail SEO?

Engineering 52

Engineering APIs Best practices Management 52

aircall

MAY 24, 2021

By following best practices for your digital transformation framework, you also get the benefit of flexibility so you can add and subtract digital tools as your company’s needs change. As another example, Capgemini also has an effective digital transformation framework. What Is a Digital Transformation Framework?

Best practices 62

Best practices Call Center Technology Analytics 62

Callminer

JULY 15, 2019

This virtual conference will cover a ranging of topics, expert speakers, partners and customers about better customer and agent experiences through speech analytics. This is a great opportunity to listen, watch, and learn the latest CX analytics information out there! Text and Speech Analytics are Not Created Equal.

Telecommunications 28

Telecommunications Contact Center Analytics Employee engagement 28