AWS Machine Learning

SEPTEMBER 9, 2022

The platform has shown a 3% boost to customer engagement metrics tracked (liking a show, following a creator, enabling upcoming show notifications) since its launch in May 2022. Lambda allows for automatic scaling to incoming volume of events. Sources of the data are the backend services directly serving the app.

Personalization 72

Personalization APIs Engineering Metrics 72

AWS Machine Learning

OCTOBER 27, 2022

To achieve these operational benefits, they implemented a number of best practice processes, including a fast data iteration and testing cycle, and parallel testing to find optimal data combinations. After data is loaded to Amazon S3, an S3 event triggers AWS Lambda and invokes AWS Step Functions as an orchestration tool.

APIs 97

APIs Best practices Metrics Government 97

AWS Machine Learning

NOVEMBER 17, 2022

Their production segment is therefore an integral building block for delivering on their mission—with a clearly stated ambition to become world-leading on metrics such as safety, environmental footprint, quality, and production costs. Yara has built APIs using Amazon API Gateway to expose the sensor data to applications such as ELC.

APIs 92

APIs Accountability Metrics Engineering 92

AWS Machine Learning

NOVEMBER 22, 2023

All of the AWS AI services (for example, Amazon Textract , Amazon Comprehend , or Amazon Comprehend Medical ) used in IDP solutions are fully managed AI services where AWS secures their physical infrastructure, API endpoints, OS, and application code, and handles service resilience and failover within a given region.

APIs 86

APIs Accountability Enterprise Transportation 86

Serenova

JUNE 24, 2020

In fact, events like the COVID-19 pandemic present unique, valuable opportunities for organizations to provide loyalty-building customer interactions that create long-term growth. The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

Serenova

JUNE 24, 2020

In fact, events like the COVID-19 pandemic present unique, valuable opportunities for organizations to provide loyalty-building customer interactions that create long-term growth. The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs.

Contact Center 98

Contact Center Multichannel contact center solutions Cloud contact 98

Cincom

MAY 8, 2024

By making communication a priority, companies see growth across all metrics. The key stages include: Initial Research: Early messaging should focus on educating prospects with thought leadership content detailing industry trends and best practices. Continuously analyze performance metrics on automation to refine over time.

Best practices 52

Best practices Metrics Education CRM 52

Select VoiceCom Blog

APRIL 17, 2023

Establishing key performance indicators (KPIs) and monitoring these metrics help you measure progress and flag any factors that might be an issue in the long run. Business Process Management Best Practices Following BPM best practices is essential to effectively manage and improve your company’s processes for success.

Management 52

Management Business Process Outsourcing Best practices outsourcing 52

AWS Machine Learning

MARCH 13, 2023

Lambda is a serverless, event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. The performance of the models is evaluated based on the model-specific metrics (such as F1 score, MSE, or confusion matrix).

Engineering 81

Engineering APIs Metrics Management 81

AWS Machine Learning

SEPTEMBER 9, 2022

Amp wanted a scalable data and analytics platform to enable easy access to data and perform machine leaning (ML) experiments for live audio transcription, content moderation, feature engineering, and a personal show recommendation service, and to inspect or measure business KPIs and metrics. This post is the first in a two-part series.

Analytics 69

Analytics Engineering APIs Metrics 69

CustomerSuccessBox

APRIL 3, 2022

Find your access credentials and API key information below. An API key is available under xxxxxxxxxxxxxxxxx Technical Resources Also find the resources for your tech team, if they wish to review. At the high level, we will discuss Real Growth in SaaS metrics of yours like MRR Retention, MRR churn, Onboarding time, etc.

APIs 52

APIs Accountability SaaS Marketing 52

Serenova

JUNE 24, 2020

In fact, events like the COVID-19 pandemic present unique, valuable opportunities for organizations to provide loyalty-building customer interactions that create long-term growth. The most valuable contact center solutions are designed to fit into your ecosystem with pre-built integrations and also offer integrations using APIs.

Call Center 40

Call Center Multichannel Contact Center contact center solutions 40

AWS Machine Learning

OCTOBER 13, 2022

AWS offers a pre-trained and fully managed AWS AI service called Amazon Rekognition that can be integrated into computer vision applications using API calls and require no ML experience. You just have to provide an image to the Amazon Rekognition API and it can identify the required objects according to pre-defined labels.

Healthcare 70

Healthcare APIs Automotive Consulting 70

AWS Machine Learning

NOVEMBER 22, 2022

The solution improved the manual forecast by an average of 10% in regards to the WAPE metric. The quantitative aspect refers to evaluation during the backtesting and comparing the accuracy metric, such as WAPE. You can try to run multiple Forecast experiments via the Forecast console or with Python notebooks with Forecast APIs.

Sales 80

Sales Metrics APIs Healthcare 80

AWS Machine Learning

AUGUST 14, 2023

With a big focus on state-of-the art retrieval methods and solid evaluation metrics, it provides you with everything you need to ship a reliable, trustworthy application. For the high scalability on OpenSearch Service, you may adjust it by sizing your OpenSearch Service domains and employing operational best practices.

Enterprise 69

Enterprise Scripts Best practices Analytics 69

AWS Machine Learning

NOVEMBER 16, 2023

Another important metric is the efficiency for data science users. She is driving strategic activities focused on the tools, platforms, and best practices that speed up and scale the development and productization of (Generative) AI-enabled solutions at Philips.

Healthcare 93

Healthcare Government Engineering APIs 93

AWS Machine Learning

MARCH 6, 2023

In this post, we dive into tips and best practices for successful LLM training on Amazon SageMaker Training. The post covers all the phases of an LLM training workload and describes associated infrastructure features and best practices. Some of the best practices in this post refer specifically to ml.p4d.24xlarge

Best practices 80

Best practices APIs Transportation Scripts 80

Amity

SEPTEMBER 25, 2017

In parallel, we created an API Support team, and we launched Customer Success about 1 year and a half ago. Every morning before I get my day started, I look at my calendar to know where I need to be and what to prep, but I also look at some key and core metrics from the previous day. What metrics do you watch closely?

B2C 0

B2C SaaS Accountability B2B 0

AWS Machine Learning

JANUARY 10, 2023

This post describes the best practices for load testing a SageMaker endpoint to find the right configuration for the number of instances and size. From there, we dive into how you can track and understand the metrics and performance of the SageMaker endpoint utilizing Amazon CloudWatch metrics. Metrics to track.

Best practices 72

Best practices Scripts APIs Metrics 72

AWS Machine Learning

APRIL 23, 2024

The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud. It calls the CreateDataSource and DeleteDataSource APIs. Minimally, you must specify the following properties: Name – Specify a name for the knowledge base.

APIs 108

APIs Enterprise Scripts Accountability 108

AWS Machine Learning

AUGUST 10, 2023

As recommended by AWS as a best practice , customers have used separate accounts to simplify policy management for users and isolate resources by workloads and account. SageMaker services, such as Processing, Training, and Hosting, collect metrics and logs from the running instances and push them to users’ Amazon CloudWatch accounts.

Scripts 78

Scripts Accountability Metrics APIs 78

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 100

APIs Scripts Entertainment Personalization 100

AWS Machine Learning

NOVEMBER 22, 2023

By using the Framework, you will learn operational and architectural best practices for designing and operating reliable, secure, efficient, cost-effective, and sustainable workloads in the cloud. The AWS Well-Architected Framework helps you understand the benefits and risks of decisions you make while building workloads on AWS.

Best practices 84

Best practices APIs Accountability Enterprise 84

Amity

SEPTEMBER 25, 2017

In parallel, we created an API Support team, and we launched Customer Success about 1 year and a half ago. Every morning before I get my day started, I look at my calendar to know where I need to be and what to prep, but I also look at some key and core metrics from the previous day. What metrics do you watch closely?

B2C 60

B2C SaaS Accountability B2B 60

AWS Machine Learning

JULY 31, 2023

It also enables you to evaluate the models using advanced metrics as if you were a data scientist. In this post, we show how a business analyst can evaluate and understand a classification churn model created with SageMaker Canvas using the Advanced metrics tab. The F1 score provides a balanced evaluation of the model’s performance.

Metrics 80

Metrics Engineering Accountability Telecommunications 80

AWS Machine Learning

JANUARY 8, 2024

The following diagram illustrates the sequence of events within the script. Now that the table is created and populated with the document object references, the script is ready to start calling the Amazon Textract StartDocumentTextDetection API. The second function analyzes the JSON and stores that for metrics on the workload.

Scripts 92

Scripts Construction APIs Healthcare 92

SmartKarrot

AUGUST 10, 2021

Mapping, coding, tracking sessions and events, collating data and essential information creates a persona for every user. What are the best practice procedures to use it to convert potential customers? Set the right goals , and then set KPIs and growth metrics to reach those goals to ensure max growth. How to track?

SaaS 10

SaaS Analytics B2C Best practices 10

AWS Machine Learning

NOVEMBER 22, 2023

And although generative AI has appeared in previous events, this year we’re taking it to the next level. Hear best practices for using unstructured (video, image, PDF), semi-structured (Parquet), and table-formatted (Iceberg) data for training, fine-tuning, checkpointing, and prompt engineering. Reserve your seat now!

Engineering 114

Engineering Best practices APIs Government 114

AWS Machine Learning

APRIL 19, 2024

Solution overview In this section, we present a generic architecture that is similar to the one we use for our own workloads, which allows elastic deployment of models using efficient auto scaling based on custom metrics. The reverse proxy collects metrics about calls to the service and exposes them via a standard metrics API to Prometheus.

Metrics 103

Metrics APIs Scripts Construction 103

AWS Machine Learning

JUNE 6, 2023

Solution overview To demonstrate the new functionality, we work with two datasets: leads and web marketing metrics. These datasets can be used to build a model that predicts if a lead will convert into a sale given marketing activities and metrics captured for that lead. The following screenshot shows an example of this data.

APIs 78

APIs Metrics Telecommunications Marketing 78

AWS Machine Learning

FEBRUARY 8, 2023

Although you can integrate the model directly into an application, the approach that works well for production-grade applications is to deploy the model behind an endpoint and then invoke the endpoint via a RESTful API call to obtain the inference. The following diagram illustrates these metrics and the endpoint architecture.

Benchmark 77

Benchmark Metrics APIs Engineering 77

Cincom

MAY 8, 2024

Client communication tips like setting response time expectations, providing contact methods in order of priority, and tips on information to include can guide customers on best practices for interacting with support teams. Triggers facilitate timely messages tailored to events.

Analytics 52

Analytics Enterprise Best practices Personalization 52

AWS Machine Learning

SEPTEMBER 18, 2023

Prepare the source data for the feature store by adding an event time and record ID for each row of data. It has APIs for common ML data preprocessing operations like parallel transformations, shuffling, grouping, and aggregations. Ingest the prepared data into the feature group by using the Boto3 SDK.

Scripts 104

Scripts APIs Government Construction 104

Pointillist

JULY 25, 2018

Success Metrics for the Team. Ultimately, the biggest success metric for the Champion is to be able to show the Executive Sponsor and key Stakeholders that real business value has been gained through the use of customer journey analytics. Success Metrics for the Project. Success Metrics for the Business. Churn Rate.

Analytics 93

Analytics Government APIs Metrics 93

JustCall

JANUARY 23, 2024

There’s also a solution for medium and large businesses, which is the WhatsApp Business scalable API. Why Use WhatsApp for Business The WhatsApp Business API is an ideal platform to improve customer experience and reduce pressure on live agents. Use this to upload the latest news about your business, upcoming sales or events, etc.

APIs 52

APIs Multichannel Chatbots Accountability 52

AWS Machine Learning

AUGUST 29, 2023

Refer to Operating model for best practices regarding a multi-account strategy for ML. Batch inference The SageMaker batch inference pipeline runs on a schedule (via EventBridge) or based on an S3 event trigger as well. The central model registry could optionally be placed in a shared services account as well.

Scripts 72

Scripts APIs Enterprise Accountability 72

AWS Machine Learning

JUNE 15, 2022

How do I expose one or multiple models with my edge application as a simple API? An agent, installed to each one of the edge devices, exposes the deployed ML models as an API to the application. This automated pipeline can then be triggered by simple events you define, without human intervention. Use case 1.

Transportation 76

Transportation APIs Big data Wireless 76