AWS Machine Learning

MARCH 14, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon via a single API. 2022) introduced an idea of zero-shot CoT by using FMs’ untapped zero-shot capabilities. Kojima et al.

Best practices 102

Best practices Engineering Chatbots Enterprise 102

Totango

MAY 17, 2023

Interestingly, our Totango 2022 CS Industry Report revealed 44% of CS departments reported spending around a quarter of their time collaborating with marketing, a 17% increase from the previous year. 31% of CS teams also reported spending up to half of their time with sales.

Sales 106

Sales Marketing Metrics APIs 106

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. It stores history of ML features in the offline store (Amazon S3) and also provides APIs to an online store to allow low-latency reads of most recent features.

Personalization 71

Personalization APIs Engineering Metrics 71

SmartKarrot

JANUARY 6, 2022

However, now with the help of the best conversation intelligence software, it is possible to enhance your call outcomes. If yes, in this write-up, we have covered the top 10 conversation intelligence software that you need to check out in 2022. Best conversation intelligence software for 2022. Sign up for our newsletter.

Coaching 10

Coaching SaaS Benchmark Feedback 10

AWS Machine Learning

SEPTEMBER 9, 2022

The personalized show recommendation list service has shown a 3% boost to customer engagement metrics tracked (such as liking a show, following a creator, or enabling upcoming show notifications) since its launch in May 2022. Lambda enabled the team to create lightweight functions to run API calls and perform data transformations.

Analytics 68

Analytics Engineering APIs Metrics 68

CustomerSuccessBox

FEBRUARY 28, 2022

Best practices: Consumption vs subscription. Best Practices: It has its NRR retained at $2B ARR. Best Practices: 1000 customers of all pay $100k +. Best Practices: Freemium is a direct conversion and lead generation strategy. Bonus Read: 2022 will all be about these Customer Success KPIs.

SaaS 52

SaaS Best practices Enterprise Customer retention 52

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 77

Best practices APIs Transportation Scripts 77

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. For example, if you client is making the InvokeEndpoint API call over the internet, from the client’s perspective, the end-to-end latency would be internet + ModelLatency + OverheadLatency.

Best practices 71

Best practices Scripts APIs Metrics 71

AWS Machine Learning

SEPTEMBER 21, 2023

In particular, we provide practical best practices for different customization scenarios, including training models from scratch, fine-tuning with additional data using full or parameter-efficient techniques, Retrieval Augmented Generation (RAG), and prompt engineering.

Best practices 97

Best practices Engineering Metrics APIs 97

AWS Machine Learning

SEPTEMBER 14, 2023

Integrating security in our workflow Following the best practices of the Security Pillar of the Well-Architected Framework , Amazon Cognito is used for authentication. Amazon API Gateway hosts a REST API with various endpoints to handle user requests that are authenticated using Amazon Cognito. 2xlarge 676.8

APIs 92

APIs Healthcare Scripts Engineering 92

AWS Machine Learning

NOVEMBER 18, 2022

The practices of responsible AI can help reduce biased outcomes from models and improve their fairness, explainability, robustness, privacy, and transparency. Walk away from this chalk talk with best practices and hands-on support to guide you in applying responsible AI in your project. Reserve your seat now! Builders’ sessions.

Contact Center 76

Contact Center Engineering APIs Analytics 76

Callminer

JULY 15, 2019

Join leading smart home service provider Vivint’s Ben Austin and Jacob Miller for an enlightening session on how they have designed and utilized automated speech analytics to extract KPI targeted scores and route those critical insights through an API to their own customized dashboard to track and coach on agent scoring/behaviors.

Telecommunications 28

Telecommunications Contact Center Analytics Employee engagement 28

JivoChat

JUNE 8, 2022

The Complete 2022 Web Development Bootcamp. If you want to have more experience in the web development sector to apply for junior developer jobs, in the Complete 2022 Web Development Bootcamp, you will build 16 projects for your portfolio. The Complete JavaScript Course 2022. Workload: 65 hours. Bootstrap 4. Javascript ES6.

APIs 75

APIs SaaS Engineering Best practices 75

AWS Machine Learning

MARCH 28, 2024

medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint. Instead, adhere to the security best practices in AWS Identity and Access Management (IAM), and create an administrative user and group. We use an ml.t3.medium

Telecommunications 109

Telecommunications Healthcare Transportation Accountability 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. You can access these scripts with one click through the Studio UI or with very few lines of code through the JumpStart APIs. Solution overview The following images are examples of inpainting.

APIs 78

APIs Scripts Construction Finance 78

AWS Machine Learning

JUNE 6, 2023

This table name can be found by referencing the table_name field after instantiating the athena_query from the FeatureGroup API: SELECT * FROM "sagemaker_featurestore"."off_sdk_fg_lead_1682348629" In our code sample, we set the retrieval time window for 1 full day from 2022-07-01 00:00:00 until 2022-07-02 00:00:00.

APIs 78

APIs Metrics Telecommunications Marketing 78

AWS Machine Learning

NOVEMBER 30, 2022

AI Service Cards are a form of responsible AI documentation that provide customers with a single place to find information on the intended use cases and limitations, responsible AI design choices, and deployment and performance optimization best practices for our AI services.

Government 72

Government Best practices APIs Technology 72

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

AUGUST 31, 2023

During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects. He is a builder who enjoys helping customers accomplish their business needs and solve complex challenges with AWS solutions and best practices.

Government 89

Government Accountability Enterprise Engineering 89

AWS Machine Learning

APRIL 12, 2023

For a single model registration we can use the ModelStep API to create a SageMaker model in registry. The SageMaker Python APIs also allowed us to send custom metadata that we wanted to pass to select the best models. This allows us to compare training metrics like accuracy and precision across multiple runs as shown below.

Scripts 79

Scripts APIs Metrics Best practices 79

Netomi

JANUARY 5, 2023

According to Forrester’s US 2022 Customer Experience Index rankings, CX quality fell for almost a whopping 20% of brands in 2022. In 2022, only 3% of US companies were putting customers at the center of their leadership, strategy, and operations—a decrease of 7 percentage points from the prior year.

Chatbots 52

Chatbots Scripts Airlines Customer Support 52

AWS Machine Learning

APRIL 19, 2023

At AWS re:Invent 2022, Amazon Comprehend , a natural language processing (NLP) service that uses machine learning (ML) to discover insights from text, launched support for native document types. As a best practice, you should consider the following points before you begin training the custom document classification model.

APIs 75

APIs Metrics Enterprise Best practices 75

JivoChat

APRIL 23, 2023

In 2022 at least 88% of users had one conversation with chatbots. Chatbot Best Practices Make It Clear For Users They Are Interacting With a Bot Honest communication should be a pillar in every organization, and that isn’t different when it comes to chatbots. Or you can connect to another platform via our API.

Chatbots 75

Chatbots B2C Self service Banking 75

AWS Machine Learning

AUGUST 31, 2023

During AWS re:Invent 2022, AWS introduced new ML governance tools for Amazon SageMaker which simplifies access control and enhances transparency over your ML projects. He is a builder who enjoys helping customers accomplish their business needs and solve complex challenges with AWS solutions and best practices.

Government 52

Government Accountability Enterprise Engineering 52

AWS Machine Learning

MAY 3, 2023

Moreover, as of November 2022, Studio supports shared spaces to accelerate real-time collaboration and multiple Amazon SageMaker domains in a single AWS Region for each account. Also, we implemented retry with exponential backoff to handle API throttle for DataSync CreateLocationEfs and CreateTask API calls.

Scripts 60

Scripts APIs Accountability Engineering 60

JustCall

MARCH 9, 2023

billion , from 2022 to 2028, with a CAGR of 21.8%. Best Practices for Improving Conversation Intelligence From designing corporate-wide objectives to making and monitoring significant improvements, conversation intelligence can greatly impact your business operations. These features facilitate more autonomous tasks.

Coaching 52

Coaching Sales Chatbots Analytics 52

AWS Machine Learning

NOVEMBER 28, 2022

Even highly experienced developers find it difficult to keep up with multiple programming languages, frameworks, and software libraries, while ensuring they follow correct programming syntax and coding best practices.

Healthcare 82

Healthcare Analytics Banking Enterprise 82

AWS Machine Learning

JANUARY 13, 2023

Standardize building and reuse of AI solutions across business functions and AI practitioners’ personas, while ensuring adherence to enterprise best practices: Automate and standardize the repetitive undifferentiated engineering effort. Amazon Simple Storage Service (Amazon S3) object storage acts as a content data lake.

Government 74

Government Engineering Enterprise APIs 74

AWS Machine Learning

MARCH 9, 2023

First, SageMaker Training and Hosting APIs provide the productivity benefit of fully managed training jobs and model deployments, so that fast-moving teams can focus more time on product features and differentiation. Refer to Managing backend requests and frontend notifications in serverless web apps for best practices on this.

SaaS 80

SaaS Personalization APIs Best practices 80

AWS Machine Learning

MAY 10, 2023

Notebooks scheduling In 2022, we released a new capability to enable our customers to run notebooks as scheduled jobs in SageMaker Studio and Studio Lab. When vulnerabilities or quality issues are identified in the notebook, CodeGuru generates recommendations that enable you to remediate those issues based on AWS security best practices.

APIs 86

APIs Government Engineering Best practices 86