AWS Machine Learning

MARCH 27, 2024

From generating images to editing them, text-to-image models have broad applications across industries. Similarly, it can aid in design across various industries such as manufacturing, fashion design in retail, and game design by streamlining the generation of graphics and illustrations.

APIs 86

APIs Accountability Engineering Entertainment 86

AWS Machine Learning

OCTOBER 10, 2022

From the combined industry experience, the solution team believes that many of the modus operandi in a mobile environment is driven by fraudsters having tools and methods to create fake accounts at scale and bypass a platform’s security checks on the device, thereby enabling them to exploit the platform for large returns.

APIs 70

APIs Accountability Metrics Government 70

AWS Machine Learning

JULY 7, 2022

You can use APIs or AWS CloudFormation (see Creating Amazon Lex V2 resources with AWS CloudFormation ) to manage the bot programmatically. Identify user experience metrics – Defining the conversational experience can be hard. You should evaluate the user experience, and invest in an automated testing to generate key metrics.

Best practices 76

Best practices Metrics APIs Accountability 76

AWS Machine Learning

OCTOBER 27, 2022

In addition to selling environmentally sustainable products, it’s also important for the retail industry to strive for environmentally friendly processes that minimize waste. To implement demand forecasting that enhances sustainability, we also considered industry-specific properties: Short lead times. The fresh foods ESG challenge.

APIs 97

APIs Best practices Metrics Government 97

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 108

Sales Marketing Metrics APIs 108

AWS Machine Learning

DECEMBER 1, 2022

You can then compare the performance of the two versions using metrics such as latency and error rate. Optionally, you can monitor the variants through a built-in dashboard with a side-by-side comparison of the performance metrics. Please refer to the CreateModel API here. Pre-requisites. Step 1 – Create a shadow test.

APIs 78

APIs Metrics Management Engineering 78

BlueOcean

OCTOBER 4, 2023

Customer saves are a key metric, and we outperformed the previous partner, with nearly ten years’ experience under their belt, right out of the gate, realizing a nearly 5% increase in retention during our first quarter in production. The value of that improved metric plays a big role in the client’s bottom line.

Customer Support 124

Customer Support Bilingual agents outsourcing Contact Center 124

AWS Machine Learning

APRIL 24, 2023

In the global retail industry, pre- and post-sales support are both important aspects of customer care. We’re grateful for the support provided by the AWS account team, solution architecture team, and ML experts from the SSO and service team.” – LC Lee, founder and CEO of Pro360. API Gateway bypasses the request to Lambda.

APIs 62

APIs Customer Experience Feedback Chatbots 62

Inbenta

JULY 3, 2020

WhatsApp Business also has additional features to differentiate it from an individual account and aimed at facilitating business-to-customer communication. Statistics – WhatsApp for Business lets you access key metrics like how many of your messages were sent, delivered, and read. This can be set up to activate at a chosen time.

Chatbots 98

Chatbots APIs Wait times CRM 98

Totango

APRIL 26, 2021

This includes new SuccessBLOCS that will enable you to leverage industry-based practices. Download Campaign Metrics for Targeted Users. Campaigns, SuccessPlays, Account, and User segments with more than one collection criteria now returns accurate results when all the collection criteria match the same collection record.

Scripts 62

Scripts APIs Customer retention Enterprise 62

AWS Machine Learning

AUGUST 30, 2023

For a quantitative analysis of the generated impression, we use ROUGE (Recall-Oriented Understudy for Gisting Evaluation), the most commonly used metric for evaluating summarization. This metric compares an automatically produced summary against a reference or a set of references (human-produced) summary or translation.

Healthcare 111

Healthcare APIs Scripts Metrics 111

AWS Machine Learning

NOVEMBER 8, 2023

MONAI Deploy is one of the key modules within MONAI (Medical Open Network for Artificial Intelligence) developed by a consortium of academic and industry leaders, including NVIDIA. AHI provides API access to ImageSet metadata and ImageFrames. Solution overview The following diagram illustrates the solution architecture.

Healthcare 95

Healthcare APIs Enterprise Engineering 95

CustomerSuccessBox

APRIL 19, 2021

Customer behavior analytics is becoming increasingly an important metric across all industries to understand, engage and retain customers. Further, the focus here will be to capture both user and account usage. Users are always seen as a persona belonging to a specific account. Consumption Metric .

Customer retention 52

Customer retention SaaS APIs Metrics 52

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., For the latter, the authors assign sampling weights for each data points according the metric values, and then randomly sample k data points to meet the training budget.

Finance 96

Finance Metrics Banking Engineering 96

AWS Machine Learning

NOVEMBER 22, 2023

Pursue Metrics-Driven Quality and Continuous Improvement In IDP, what gets measured gets improved. Define and track key metrics related to document accuracy, processing times, and model efficacy. Defined metrics for IDP success – Establish and monitor clear metrics to measure the success and impact of the IDP operations.

Best practices 84

Best practices Metrics Feedback Enterprise 84

AWS Machine Learning

JUNE 24, 2022

In a previous post , we talked about analyzing and tagging assets stored in Veeva Vault PromoMats using Amazon AI services and the Veeva Vault Platform’s APIs. Anomaly detection – You can share Veeva PromoMats documents to Amazon Lookout for Metrics for anomaly detection.

APIs 73

APIs Healthcare SaaS Engineering 73

AWS Machine Learning

SEPTEMBER 1, 2023

Each business unit has each own set of development (automated model training and building), preproduction (automatic testing), and production (model deployment and serving) accounts to productionize ML use cases, which retrieve data from a centralized or decentralized data lake or data mesh, respectively.

Engineering 103

Engineering Accountability Construction APIs 103

AWS Machine Learning

AUGUST 11, 2022

Fraudulent activities severely impact many industries, such as e-commerce, social media, and financial services. For example, in some e-commerce platforms, account registration is wide open. Fraudsters can behave maliciously just once with an account and never use the same account again. Solution overview.

Construction 84

Construction APIs Accountability Scripts 84

AWS Machine Learning

JANUARY 26, 2024

In addition to awareness, your teams should take action to account for generative AI in governance, assurance, and compliance validation practices. You should begin by extending your existing security, assurance, compliance, and development programs to account for generative AI.

Best practices 122

Best practices Government Engineering Accountability 122

Aspect

JULY 15, 2020

These scheduling functions include: Schedule Editor, Request Viewer, Personal Account Balances, Group Allowance Account Balances, Trades, Trade Bulleting Board, Intra-day Staffing Balances and Agent Productivity. Aspect is making it much easier for employees to be effective participants in the mobile workforce. .

contact center workforce 118

contact center workforce Contact Center Real estate Average Handle Time 118

AWS Machine Learning

JULY 24, 2023

If the model changes on the server side, the client has to know and change its API call to the new endpoint accordingly. Based on these metrics an informed decision can be made. Neuron compilation explained The Neuron SDK’s API closely resembles the PyTorch Python API. 3 Inf1.24xlarge 16 64 1.5 code as the entry point.

Scripts 73

Scripts APIs Engineering Best practices 73

AWS Machine Learning

JUNE 5, 2023

Desired target metrics, improvement monitoring, and convergence detection monitors the performance of the model and assists with early stopping if the models don’t improve after a defined number of training jobs. Gopi Mudiyala is a Senior Technical Account Manager at AWS.

APIs 77

APIs Enterprise Benchmark Metrics 77

AWS Machine Learning

DECEMBER 21, 2022

The offline store data is stored in an Amazon Simple Storage Service (Amazon S3) bucket in your AWS account. A new optional parameter TableFormat can be set either interactively using Amazon SageMaker Studio or through code using the API or the SDK. put_record API to ingest individual records or to handle streaming sources.

Scripts 74

Scripts Engineering APIs Big data 74

AWS Machine Learning

APRIL 6, 2023

& AWS Machine Learning Solutions Lab (MLSL) Machine learning (ML) is being used across a wide range of industries to extract actionable insights from data to streamline processes and improve revenue generation. The Boto3 API provides the create_auto_predictor function for training an auto prediction model.

Sales 79

Sales Metrics APIs Marketing 79

AWS Machine Learning

NOVEMBER 21, 2022

Organizations across industries such as retail, banking, finance, healthcare, manufacturing, and lending often have to deal with vast amounts of unstructured text documents coming from various sources, such as news, blogs, product reviews, customer support channels, and social media. Fine-tune the pre-trained model on a new custom dataset.

Scripts 72

Scripts Metrics APIs Healthcare 72

NobelBiz

NOVEMBER 27, 2023

This information facilitates performance analysis, accountability, and targeted training and coaching for agents. These tools analyze call data and generate reports or visualizations that highlight key metrics, such as call volumes, peak call times, or average call duration.

Call Logging 59

Call Logging voip Contact center software CRM 59

ChurnZero

DECEMBER 29, 2020

A relic from bygone days of old-school Account Management, QBRs are a classic, but not timeless, practice; one that feels perfunctory and misplaced in today’s always-connected, data-enriched landscape. Top 4 Metrics Chief Customer Officers (CCOs) Must Know. Rethinking the Quarterly Business Review (QBR). Customer Success vs. Sales.

SaaS 98

SaaS Chief Customer Officer Upselling Metrics 98

AWS Machine Learning

JULY 24, 2023

In this section, we show how to build your own container, deploy your own GPT-2 model, and test with the SageMaker endpoint API. implement the model and the inference API. get_caller_identity()['Account'] region = boto3.Session().region_name billion parameters, trained on the WebText dataset, containing 8 million web pages.

APIs 67

APIs Engineering Construction Benchmark 67

NobelBiz

FEBRUARY 22, 2023

When deciding on the size of your organization’s workforce, did you take this into account? The name of this metric and Key Performance Indicator is the Call Center Shrinkage. Different industries have different definitions, but they’re all close. Usually, Contact Centers are estimated to account for 30 to 35% shrinkage.

Call Center 52

Call Center contact center solutions Contact Center Cloud contact 52

AWS Machine Learning

NOVEMBER 16, 2023

Regulations in the healthcare industry call for especially rigorous data governance. These capabilities are essential for demonstrating compliance with regulatory standards and ensuring transparency and accountability in AI/ML workflows. Another important metric is the efficiency for data science users.

Healthcare 89

Healthcare Government Engineering APIs 89

AWS Machine Learning

SEPTEMBER 16, 2022

As we demonstrate in this post, Hyperband converges to the optimal objective metric faster than most black-box strategies and therefore saves training time. The new Hyperband approach implemented for hyperparameter tuning has a few new data elements changed through AWS API calls. Hyperband with SageMaker.

APIs 77

APIs Analytics Metrics Accountability 77

pindrop

JULY 6, 2021

The average handle time on your calls is above the industry average. There are frequent security issues possibly leading to account takeovers. On an inbound call, businesses can use the ANI to search their own database for a match with an existing customer account. Keep things simple with API integration whenever possible.

Contact Center 70

Contact Center Average Handle Time APIs Best practices 70

ChurnZero

NOVEMBER 5, 2021

We also recommend creating an Account segment and a Contact segment to QA the fields that are most critical to the software’s performance. We recommend creating the below QA segments which include key fields that are commonly missed on the Account and Contact level.

Accountability 52

Accountability CRM APIs Benchmark 52

ChurnZero

NOVEMBER 5, 2021

We also recommend creating an Account segment and a Contact segment to QA the fields that are most critical to the software’s performance. We recommend creating the below QA segments which include key fields that are commonly missed on the Account and Contact level. Start Date. Next Renewal Date. Total Contract Amount.

Accountability 52

Accountability CRM APIs Benchmark 52

AWS Machine Learning

JUNE 29, 2022

Online conversations are ubiquitous in modern life, spanning industries from video games to telecommunications. This necessitates the requirement for a fully managed service that can be integrated into applications using API calls without the need for extensive machine learning (ML) expertise. Prerequisites.

Metrics 73

Metrics Telecommunications APIs Benchmark 73

AWS Machine Learning

NOVEMBER 9, 2022

The Triton server loads multiple models and exposes ports 8000, 8001, and 8002 as gRPC, HTTP, and metrics server. A complete API call from the client is as follows: The client assembles the request and initiates the request to a SageMaker endpoint. Provide your Region and account ID. cvtColor(image, cv2.COLOR_BGR2RGB)

Engineering 79

Engineering Accountability APIs Metrics 79

aircall

DECEMBER 19, 2022

Vonage is a brand that has been around since before the VoIP industry even existed. Vonage serves clients across a range of industries, including both the private and public sectors. As such, one of its most powerful advantages—its industry expertise—also takes away from its simplicity. . Grasshopper. Rating: 4 stars.

voip 62

voip Analytics APIs Interactive Voice Response 62