AWS Machine Learning

AUGUST 4, 2022

The results data from these jobs are stored in the Amazon S3 analytics layer. The Amazon S3 analytics layer is used to store the data that is used by the ML models for training purposes. We receive a notification any time an offer change happens, which adds up to several million events per month over all our customers’ products.

Scripts 89

Scripts Advertising Engineering Analytics 89

AWS Machine Learning

OCTOBER 11, 2022

It provides APIs powered by ML to extract key phrases, entities, sentiment analysis, and more. This creates an event trigger that invokes the etl_lambda function. The function extracts the custom classifier model ARN from the S3 event payload and the response of list-document-classifiers call. LTS version.

APIs 73

APIs Enterprise Engineering Accountability 73

Pointillist

JULY 25, 2018

By Swati Sahai 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 1.

Analytics 43

Analytics Metrics Government Journey mapping 43

AWS Machine Learning

JULY 5, 2022

Lifecycle configurations (LCCs) are shell scripts to automate customization for your Studio environments, such as installing JupyterLab extensions, preloading datasets, and setting up source code repositories. LCC scripts are triggered by Studio lifecycle events, such as starting a new Studio notebook. Solution overview.

Scripts 80

Scripts Engineering APIs Consulting 80

AWS Machine Learning

JULY 29, 2022

This is the second part of a series that showcases the machine learning (ML) lifecycle with a data mesh design pattern for a large enterprise with multiple lines of business (LOBs) and a Center of Excellence (CoE) for analytics and ML. In this post, we address the analytics and ML platform team as a consumer in the data mesh.

Scripts 71

Scripts Analytics Accountability Engineering 71

AWS Machine Learning

FEBRUARY 13, 2024

For example, the analytics team may curate features like customer profile, transaction history, and product catalogs in a central management account. Audit trail for compliance – Administrators can monitor feature usage by all accounts centrally using CloudTrail event logs. Audit logs provide centralized visibility into feature usage.

Accountability 105

Accountability Government Engineering Scripts 105

AWS Machine Learning

JULY 14, 2022

In many of these scenarios, the effectiveness and benefits derived from these ML-powered solutions can be further enhanced when they can process and derive insights from data events in near-real time. We use S3 event notifications to run an AWS Lambda function to invoke a SageMaker asynchronous inference endpoint.

Engineering 76

Engineering Scripts APIs Finance 76

CallSource Insights

NOVEMBER 15, 2018

How to setup some of the most common Google Analytics filters and how you can use them to customize your own view filters and organize your traffic for marketing success. Setting up Google Analytics is simple: you add the script to the right place on your website and you are good to go. Error checking for analytics.

Analytics 70

Analytics Accountability Marketing APIs 70

Hodusoft

MAY 10, 2024

Disaster Recovery and Business Continuity Virtual call centers are less susceptible to disruptions caused by natural disasters, infrastructure failures, or other unforeseen events. Consider APIs and third-party integrations available to extend functionality as needed.

virtual call center 52

virtual call center Call Center Contact Center call center software 52

JustCall

FEBRUARY 28, 2024

Embrace change with customizable workflows and open APIs for future integrations. JustCall, known for its competitive pricing and crystal-clear call quality, excels in quick set-up and boasts advanced features like call recording and analytics. Also text based marketing to remind clients of events or specials coming up.

Real estate 52

Real estate CRM Sales Analytics 52

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. script to preprocess and index the provided demo data. script to fit your needs if you chose to use your own data.

Enterprise 69

Enterprise Scripts Best practices Analytics 69

JivoChat

MAY 18, 2021

Event-based triggers: Proactively engage visitors using a range of different triggers such as time on page, web page URL, visitor location and more. CRM Integrations, API, and Webhooks: Position a live chat widget where you want with the Webhooks API, change the widget’s behavior with JS API, and integrate your CRM with Webhooks.

APIs 52

APIs CRM Chatbots Analytics 52

AWS Machine Learning

JANUARY 26, 2024

Plan for rollback and recovery from production security events and service disruptions such as prompt injection, training data poisoning, model denial of service, and model theft early on, and define the mitigations you will use as you define application requirements.

Best practices 122

Best practices Government Engineering Accountability 122

JustCall

APRIL 12, 2023

Look for an alternative that offers APIs to integrate it with other tools you use. Look for a tool that provides the necessary features for your sales process, such as call recording, analytics, and integrations with other tools. Real-time dashboard – Monitor agents’ performance using real-time dashboards and performance analytics.

Sales 52

Sales Coaching CRM Contact center software 52

JustCall

MARCH 9, 2023

Call Recording and Analytics Software Call recordings are analyzed for important moments that indicate whether reps are following or deviating from their call plan/script. Dialogue Scripting for a Seamless User Experience and Empathy Good conversations require so much more than just a simple response.

Coaching 52

Coaching Sales Chatbots Analytics 52

NobelBiz

JUNE 26, 2023

These systems help route calls to the appropriate agents, track customer interactions, manage customer data, and provide analytics for monitoring and improving performance. They do not support advanced features such as call recording, analytics, or seamless integration with customer relationship management (CRM) tools.

Call Center 52

Call Center Interactive Voice Response call center software CRM 52

AWS Machine Learning

APRIL 5, 2024

Gramener’s GeoBox solution empowers users to effortlessly tap into and analyze public geospatial data through its powerful API, enabling seamless integration into existing workflows. Geobox enables city departments to do the following: Improved climate adaptation planning – Informed decisions reduce the impact of extreme heat events.

APIs 103

APIs Engineering Analytics Healthcare 103

AWS Machine Learning

APRIL 23, 2024

You can run the script by choosing Run in Code Editor or using the CLI in a JupyterLab terminal. The only way to access and interact with Docker images is via the exposed Docker API operations. LCCs are scripts that SageMaker runs during events like space creation. You will be able to see how the model is trained locally.

Scripts 96

Scripts APIs Engineering Feedback 96

AWS Machine Learning

NOVEMBER 1, 2022

For instructions on assigning permissions to the role, refer to Amazon SageMaker API Permissions: Actions, Permissions, and Resources Reference. The Step Functions state machine, S3 bucket, Amazon API Gateway resources, and Lambda function codes are stored in the GitHub repo. His focus area is on data and analytics.

Engineering 91

Engineering APIs Accountability industry solution 91

JustCall

APRIL 5, 2023

Real-time dashboard – Monitor agents’ performance using real-time dashboards and performance analytics. Call Center Productivity: You can leverage useful tools to address some of the challenges that call centers face, such as inaccurate reporting and analytics.

voip 52

voip Enterprise Interactive Voice Response CRM 52

AWS Machine Learning

SEPTEMBER 1, 2023

Solution overview To get responses streamed back from SageMaker, you can use our new InvokeEndpointWithResponseStream API. Other streaming techniques like Server-Sent Events (SSE) are also implemented using the same HTTP chunked encoding mechanism. This API allows the model to respond as a stream of parts of the full response payload.

APIs 88

APIs Chatbots Engineering Best practices 88

JustCall

APRIL 12, 2023

You can leverage the following features of this software to get the most out of your call center: Phone numbers across 70+ countries Custom workflows Detailed analytics Device-agnostic Call and agent monitoring, etc. It has also been ranked #1 for ease of use by G2 and is trusted by over 6,000 brands.

virtual call center 52

virtual call center call center solutions Call Center call center software 52

AWS Machine Learning

JANUARY 6, 2023

This event frequently occurs in video streaming platforms that constantly purchase a variety of content from multiple vendors and production companies for a limited time. OpenSearch Service is a fully managed service that makes it easy for you to perform interactive log analytics, real-time application monitoring, website search, and more.

Entertainment 84

Entertainment APIs Scripts Analytics 84

AWS Machine Learning

DECEMBER 18, 2023

With efficient querying, aggregation, and analytics, businesses can extract valuable insights from time-stamped data. If you need an automated workflow or direct ML model integration into apps, Canvas forecasting functions are accessible through APIs. Through Atlas Data Federation, data is extracted into Amazon S3 bucket.

Finance 104

Finance APIs Analytics Scripts 104

AWS Machine Learning

JANUARY 30, 2024

Via Amazon S3 Event Notifications , an event is put in an Amazon Simple Queue Service (Amazon SQS) queue. This event in the SQS queue acts as a trigger to run the OSI pipeline, which in turn ingests the data (JSON file) as documents into the OpenSearch Serverless index. script with llava_inference.py , and create a model.tar.gz

Scripts 98

Scripts Enterprise Analytics APIs 98

AWS Machine Learning

MARCH 19, 2024

However, complex NLQs, such as time series data processing, multi-level aggregation, and pivot or joint table operations, may yield inconsistent Python script accuracy with a zero-shot prompt. The user can use the Amazon Recognition DetectText API to extract text data from these images. setup.sh. (a a challenge-level question).

Construction 115

Construction Scripts APIs Enterprise 115

AWS Machine Learning

SEPTEMBER 12, 2023

The Github merge event triggers our Jenkins CI pipeline, which in turn starts a SageMaker Pipelines job with test data. This merge event now triggers a SageMaker Pipelines job using production data for training purposes. The function then relays the classification back to CRM through the API Gateway public endpoint.

Management 96

Management APIs CRM Metrics 96

AWS Machine Learning

SEPTEMBER 7, 2023

You can then use a script (process.py) to work on a specific portion of the data based on the instance number and the corresponding element in the list of items. Start with the following code: %%writefile lambdafunc.py Start with the following code: %%writefile lambdafunc.py 1", instance_type="ml.m5.xlarge",

Best practices 94

Best practices Scripts Construction APIs 94