AWS Machine Learning

DECEMBER 21, 2022

Amazon SageMaker Feature Store is a purpose-built feature management solution that helps data scientists and ML engineers securely store, discover, and share curated data used in training and prediction workflows. SageMaker Feature Store consists of an online and an offline mode for managing features.

Scripts 73

Scripts Engineering APIs Big data 73

AWS Machine Learning

OCTOBER 25, 2022

Model weights are available via scripts in the GitHub repository , and the MSAs are hosted by the Registry of Open Data on AWS (RODA). Amazon EKS is a managed container service to run and scale Kubernetes applications on AWS. The scripts to download and unzip the data are available in the download-openfold-data/scripts folder.

APIs 76

APIs Scripts Banking Engineering 76

JivoChat

JANUARY 31, 2023

There is where data analysis comes in, you can use the data your company has, and key performance indicators (KPIs) to indicate what path you should follow. Data Analysis Masterclass With the Data Analysis Masterclass, you will learn basic formatting in Excel, string functions in SQL, and how to connect Python and MySQL.

Analytics 75

Analytics APIs Scripts Big data 75

COPC

OCTOBER 26, 2023

Crafting LLM AI Assistants: Roles, Process and Timelines Using the latest AI may seem as easy as developers using APIs in commercial LLM options like OpenAI. But it’s much more than enlisting engineers to call LLM APIs. Understanding performance requires data analysis by business/data analysts or data scientists.

Technology 78

Technology Customer Experience APIs Consulting 78

AWS Machine Learning

MARCH 21, 2023

This post introduces a best practice for managing custom code within your Amazon SageMaker Data Wrangler workflow. Data Wrangler is a low-code tool that facilitates data analysis, preprocessing, and visualization. The function takes a configuration file as an argument. Run a Data Wrangler job and set Amazon S3 as the destination.

Scripts 62

Scripts Banking APIs Best practices 62

AWS Machine Learning

MAY 25, 2023

We implement the RAG functionality inside an AWS Lambda function with Amazon API Gateway to handle routing all requests to the Lambda. We implement a chatbot application in Streamlit which invokes the function via the API Gateway and the function does a similarity search in the OpenSearch Service index for the embeddings of user question.

APIs 76

APIs Enterprise Accountability Chatbots 76

AWS Machine Learning

MAY 22, 2023

These models have proven extremely effective for a wide range of text-based tasks, from question answering to sentiment analysis. Note that you need to pass the Predictor class when deploying model through the Model class to be able to run inference through the SageMaker API.

APIs 90

APIs Scripts Metrics Accountability 90

AWS Machine Learning

JUNE 9, 2022

Recently, we also announced the launch of easy-to-use JumpStart APIs as an extension of the SageMaker Python SDK, allowing you to programmatically deploy and fine-tune a vast selection of JumpStart-supported pre-trained models on your own datasets. JumpStart overview. The dataset has been downloaded from TensorFlow. Walkthrough overview.

Scripts 66

Scripts APIs Enterprise Accountability 66

AWS Machine Learning

MARCH 20, 2023

Use the supplied Python scripts for quantization. Run the provided Python test scripts to invoke the SageMaker endpoint for both INT8 and FP32 versions. Quantizing the model in PyTorch is possible with a few APIs from Intel PyTorch extensions. py scripts for testing. times greater with INT8 quantization. 2xLarge-INT8 35.7

Calibration 78

Calibration Scripts Benchmark APIs 78

AWS Machine Learning

AUGUST 3, 2023

Amazon Rekognition is a fully managed service that can perform CV tasks like object detection, video segment detection, content moderation, and more to extract insights from data without the need of any prior ML experience. For each option, we host an AWS Lambda function behind an API Gateway that is exposed to our mock application.

APIs 63

APIs Scripts Engineering Technical Support 63

AWS Machine Learning

JULY 29, 2022

SageMaker provides easy access to your data sources for exploration and analysis, and also provides common ML algorithms and frameworks that are optimized to run efficiently against extremely large data in a distributed environment. For more information, refer to Managing your storage lifecycle. SageMaker Feature Store integration.

Scripts 71

Scripts Analytics Accountability Engineering 71

AWS Machine Learning

FEBRUARY 8, 2024

Moreover, they can orchestrate complex, multi-step workflows by breaking down tasks into smaller, manageable steps, coordinating various actions, and ensuring the efficient execution of processes within an organization. System integration – Agents make API calls to integrated company systems to run specific actions.

APIs 122

APIs Scripts Enterprise Management 122

AWS Machine Learning

AUGUST 3, 2023

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Features such as normalizing key fields and summarizing input data support faster cycles for managing document process workflows, while reducing the potential for errors. This approach is tedious and expensive.

APIs 75

APIs Banking Enterprise Construction 75

AWS Machine Learning

NOVEMBER 21, 2022

Fully managed NLP services have also accelerated the adoption of NLP. Amazon Comprehend is a fully managed service that enables you to build custom NLP models that are specific to your requirements, without the need for any ML expertise. This notebook demonstrates how to use the JumpStart API for text classification.

Scripts 71

Scripts Metrics APIs Healthcare 71

AWS Machine Learning

FEBRUARY 1, 2023

Amazon Rekognition has two sets of APIs that help you moderate images or videos to keep digital communities safe and engaged. Some customers have asked if they could use this approach to moderate videos by sampling image frames and sending them to the Amazon Rekognition image moderation API.

APIs 66

APIs Scripts Metrics Surveys 66

NobelBiz

FEBRUARY 15, 2023

A poorly managed opening of a new communication channel can have a negative impact on both customer satisfaction and call center. All of your customers’ Data can be stored and managed in one location thanks to this one simple solution. Integration with your current software (CRM, API etc.)

Call Center 52

Call Center Scripts Average Handle Time Customer effort 52

CSM Magazine

DECEMBER 12, 2019

Cloud-based APIs. Having inflexible channels driven by legacy systems and tools with scripting and code that must be locked down months in advance is a recipe for the same mediocre results – and a loss of customer loyalty. Equally comfortable building and managing teams or rolling up his sleeves with startup energy.

Interactive Voice Response 52

Interactive Voice Response Customer Experience APIs Average Handle Time 52

AWS Machine Learning

AUGUST 14, 2023

Answer: 2021 ### Context: NLP Cloud developed their API by mid-2020 and they added many pre-trained open-source models since then. Answer: API ### Context: All plans can be stopped anytime. Topic: sport ### Message: Managing a team of sales people is a tough but rewarding job. Question: When was NLP Cloud founded?

Engineering 71

Engineering APIs Chatbots Scripts 71

AWS Machine Learning

JANUARY 26, 2024

Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications. This post provides three guided steps to architect risk management strategies while developing generative AI applications using LLMs.

Best practices 124

Best practices Government Engineering Accountability 124

AWS Machine Learning

APRIL 5, 2024

Gramener , a Straive company, contributes to sustainable development by focusing on agriculture, forestry, water management, and renewable energy. 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.

APIs 106

APIs Engineering Analytics Healthcare 106

JustCall

APRIL 12, 2023

Useful features Call Routing Call Recording Call Management Blended Call Center Call Logging, Virtual Call Center, Call Reporting , etc. Useful features Call Routing Call Recording Call Management Blended Call Center Call Logging, Virtual Call Center, Call Reporting , etc.

Real estate 52

Real estate Interactive Voice Response CRM Call Center 52

Enghouse Interactive

OCTOBER 21, 2020

Agents will be presented with increasingly more complex situations which will require more engagement, insight and analysis. With so many areas where Augmented Conversations (enabled by AI) can help, Steve stated that he’s often asked by Contact Center managers what to do and how best to do it. Act on the results.

Self service 76

Self service Contact Center Benchmark Chatbots 76

AWS Machine Learning

OCTOBER 10, 2023

You can also do ASR using Amazon Transcribe ,a fully-managed and continuously trained automatic speech recognition service. As a SageMaker JumpStart model hub customer, you can use ASR without having to maintain the model script outside of the SageMaker SDK. The OpenAI Whisper model uses the huggingface-pytorch-inference container.

APIs 92

APIs Scripts Metrics Accountability 92

AWS Machine Learning

FEBRUARY 19, 2024

An asynchronous API and Amazon OpenSearch Service connector make it easy to integrate the model into your neural search applications. Before you can write scripts that use the Amazon Bedrock API, you need to install the appropriate version of the AWS SDK in your environment. The vectors power speedy, accurate search experiences.

Scripts 101

Scripts APIs Entertainment Engineering 101

AWS Machine Learning

APRIL 29, 2024

To build a production-grade AI system today (for example, to do multilingual sentiment analysis of customer support conversations), what are the primary technical challenges? This often means the method of using a third-party LLM API won’t do for security, control, and scale reasons. The following figure illustrates this workflow.

APIs 100

APIs Engineering Scripts Management 100

AWS Machine Learning

DECEMBER 1, 2022

Available globally, xarvio products use machine learning (ML), image recognition technology, and advanced crop and disease models, in combination with data from satellites and weather station devices, to deliver accurate and timely agronomic recommendations to manage the needs of individual fields. Performing other crop management tasks.

Scripts 76

Scripts APIs Management Technology 76

AWS Machine Learning

JULY 29, 2022

Pre-trained models and fully managed NLP services have democratised access and adoption of NLP. Amazon Comprehend is a fully managed service that can perform NLP tasks like custom entity recognition, topic modelling, sentiment analysis and more to extract insights from data without the need of any prior ML experience.

Scripts 82

Scripts APIs Big data Engineering 82

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 97

APIs Scripts Entertainment Personalization 97

AWS Machine Learning

NOVEMBER 1, 2022

Additionally, we won’t be able to make an informed decision post-analysis of those insights prior to building the ML models. The data flow recipe consists of preprocessing steps along with a bias report, multicollinearity report, and model quality analysis. Overview of solution. DeShazo, Chris Gennings, Juan L. Cios, and John N.

Engineering 91

Engineering APIs Accountability industry solution 91

AWS Machine Learning

SEPTEMBER 1, 2023

In this scenario, the generative AI application, designed by the consumer, must interact with the fine-tuner backend via APIs to deliver this functionality to the end-users. Some models may be trained on diverse text datasets like internet data, coding scripts, instructions, or human feedback. 15K available FM reference Step 1.

Engineering 105

Engineering Accountability Construction APIs 105

AWS Machine Learning

MARCH 22, 2023

An AWS account with permissions to create AWS Identity and Access Management (IAM) policies and roles. Access and permissions to configure IDP to register Data Wrangler application and set up the authorization server or API. An IAM role used for Studio with permissions to create and update secrets in AWS Secrets Manager.

APIs 79

APIs Engineering Analytics Scripts 79

SmartAction

MAY 23, 2019

Project Manager – aligns all resources (CX Design, Engineering, IT, QA) to deploy solutions quickly. CX Insights Manager – performs ongoing monitoring and analysis of data and recordings/transcripts. CX Insights Manager – performs ongoing monitoring and analysis of data and recordings/transcripts. Project Manager.

Self service 40

Self service Virtual Agent Contact Center Engineering 40

JustCall

FEBRUARY 20, 2024

JustCall helps you do exactly that with sentiment analysis , advanced analytics, call insights, etc. JustCall is easier to integrate: JustCall boasts 100+ integrations for CRMs , webhooks, or APIs, offering seamless compatibility with various business tools. There are also many other important differences between the two (i.e.,

Sales 52

Sales APIs Scripts Analytics 52

AWS Machine Learning

NOVEMBER 14, 2022

You need to complete three steps to deploy your model: Create a SageMaker model: This will contain, among other parameters, the information about the model file location, the container that will be used for the deployment, and the location of the inference script. (If The inference script URI is needed in the INFERENCE_SCRIPT_S3_LOCATION.

Scripts 81

Scripts APIs Best practices Engineering 81

AWS Machine Learning

SEPTEMBER 11, 2023

AWS customers rely on IaC to design, develop, and manage their cloud infrastructure, such as SageMaker Domains. Using Terraform, you can develop and manage your SageMaker Domain and its supporting infrastructure in a consistent and repeatable manner. This is required to communicate with the SageMaker API.

Scripts 96

Scripts APIs Management Engineering 96

AWS Machine Learning

DECEMBER 6, 2023

Another driver behind RAG’s popularity is its ease of implementation and the existence of mature vector search solutions, such as those offered by Amazon Kendra (see Amazon Kendra launches Retrieval API ) and Amazon OpenSearch Service (see k-Nearest Neighbor (k-NN) search in Amazon OpenSearch Service ), among others.

Analytics 103

Analytics APIs Engineering Construction 103

AWS Machine Learning

DECEMBER 5, 2023

Customers can create the custom metadata using Amazon Comprehend , a natural-language processing (NLP) service managed by AWS to extract insights about the content of documents, and ingest it into Amazon Kendra along with their data into the index. The Lambda function has permissions to call the Amazon Comprehend APIs only.

APIs 100

APIs Enterprise Accountability Healthcare 100