AWS Machine Learning

FEBRUARY 13, 2024

This new capability promotes collaboration and minimizes duplicate work for teams involved in ML model and application development, particularly in enterprise environments with multiple accounts spanning different business units or functions. For a deep dive, refer to Cross account feature group discoverability and access.

Accountability 102

Accountability Government Engineering Scripts 102

AWS Machine Learning

JANUARY 26, 2024

To simplify implementation of security and privacy best practices, consider using reference designs and infrastructure as code resources such as the AWS Security Reference Architecture (AWS SRA) and the AWS Privacy Reference Architecture (AWS PRA).

Best practices 120

Best practices Government Engineering Accountability 120

JivoChat

APRIL 16, 2023

Afterward, you move into slightly more complex territory - optimizing your website for search engine optimization (SEO), launching email campaigns, and using mobile applications to provide customers with a seamless shopping experience. All that refers to your unique selling proposition (USP). Let’s say your target is Gen Z.

Analytics 82

Analytics Engineering Advertising Sales 82

AWS Machine Learning

DECEMBER 16, 2022

In an increasingly data-centric world, enterprises must focus on gathering both valuable physical information and generating the information that they need but can’t easily capture. We could illustrate whether the cardinality and ratio of categories were respected, the correlations between the different variables were kept, and so on.

Metrics 71

Metrics Healthcare Analytics Automotive 71

AWS Machine Learning

DECEMBER 5, 2023

Enterprises may want to add custom metadata like document types (W-2 forms or paystubs), various entity types such as names, organization, and address, in addition to the standard metadata like file type, date created, or size to extend the intelligent search while ingesting the documents.

APIs 96

APIs Enterprise Accountability Healthcare 96

AWS Machine Learning

NOVEMBER 21, 2022

Text classification refers to classifying an input sentence to one of the class labels of the training dataset. if max_jobs=max_parallel_jobs then Bayesian search turns to Random. if max_jobs=max_parallel_jobs then Bayesian search turns to Random. Training uses five ml.g4dn.2xlarge Text classification. max_parallel_jobs = 3.

Scripts 70

Scripts Metrics APIs Healthcare 70

AWS Machine Learning

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. Your Amazon Bedrock-powered insurance agent can assist human agents by creating new claims, sending pending document reminders for open claims, gathering claims evidence, and searching for information across existing claims and customer knowledge repositories.

APIs 118

APIs Scripts Enterprise Management 118

Amity

APRIL 3, 2017

For Success, you should track things in a similar manner, but for different reasons: - Forecasting against the different customer segments to better understand and anticipate the different needs that SMB, Mid-Market and Enterprise customers may have. - The points that fall into this category are kind of obvious. The kind of obvious.

Upselling 70

Upselling Metrics Feedback Accountability 70

AWS Machine Learning

SEPTEMBER 14, 2023

Document categorization or classification has significant benefits across business domains – Improved search and retrieval – By categorizing documents into relevant topics or categories, it makes it much easier for users to search and retrieve the documents they need. Upload your training data to the folder. (If

APIs 93

APIs Government Accountability Engineering 93

AWS Machine Learning

OCTOBER 20, 2023

Governing ML lifecycle at scale is a framework to help you build an ML platform with embedded security and governance controls based on industry best practices and enterprise standards. This framework is useful for the following customers: Large enterprise customers that have many LOBs or departments interested in using ML.

Government 99

Government Engineering Accountability Enterprise 99

AWS Machine Learning

JUNE 24, 2022

You can also use the connector with Vault RIM in artwork, commercial labels, templates, or patient leaflets before importing them for printing into enterprise labeling solutions such as Loftware. This solution offers a serverless, pay-as-you-go approach to process, tag, and enable comprehensive searches on your digital assets.

APIs 71

APIs Healthcare SaaS Engineering 71

AWS Machine Learning

OCTOBER 6, 2023

For instance, in ecommerce, image-to-text can automate product categorization based on images, enhancing search efficiency and accuracy. Ideally, this list should be exhaustive, covering all potential categories and attributes relevant to the products on the ecommerce platform. The following figure shows some examples.

Engineering 94

Engineering Scripts Best practices Enterprise 94

AWS Machine Learning

SEPTEMBER 5, 2023

We use the powerful generating capability of LLMs to generate the final decision including safe/unsafe labels and category type. The designed prompt template allows the LLM to determine if the image violates the moderation policy, identify the category of violation, explain why, and provide the output in a structured JSON format.

Advertising 93

Advertising Scripts Best practices Personalization 93

AWS Machine Learning

SEPTEMBER 14, 2023

This post takes you through the most common challenges that customers face when searching internal documents, and gives you concrete guidance on how AWS services can be used to create a generative AI conversational bot that makes internal information more useful. This can lead to inaccurate answers, which are known as hallucinations.

APIs 92

APIs Healthcare Scripts Engineering 92

AWS Machine Learning

JANUARY 31, 2024

Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space. Embeddings play a key role in natural language processing (NLP) and machine learning (ML). In this post, we discuss the Amazon Titan Text Embeddings model, its features, and example use cases.

Enterprise 108

Enterprise Engineering Entertainment APIs 108

AWS Machine Learning

AUGUST 11, 2023

For more information about fine-tuning, refer to Domain-adaptation Fine-tuning of Foundation Models in Amazon SageMaker JumpStart on Financial data and Fine-tune transformer language models for linguistic diversity with Hugging Face on Amazon SageMaker. For more information, refer to SageMaker Roles.

Scripts 74

Scripts Finance Construction APIs 74

AWS Machine Learning

JUNE 24, 2022

Refer to Onboard to Amazon SageMaker Domain to create a domain, and the Studio documentation for an overview on using Studio visual interface and notebooks. We can version our dataset as a wandb.Artifact , that way we can reference it later. For a full list of media formats, refer to Data Types. Set up the environment.

Metrics 89

Metrics Transportation Scripts Engineering 89

JivoChat

AUGUST 27, 2023

A Robust E-commerce Platform E-commerce infrastructure refers to the underlying technological and operational framework that enables the functioning of an online retail business. It allows enterprise businesses to make data-driven decisions and offer tailored customer recommendations. Let’s dig in!

CRM 75

CRM Technical Support Analytics Customer Support 75

Inbenta

OCTOBER 20, 2020

Whatever the category in which those interactions fall, they can come via several channels: Emails Phone calls Messages on social media Contact forms Reviews on dedicated websites. More largely, it refers to all the technologies supporting the management and resolution of customer service requests as well as productivity aids for agents.

Social media contact 98

Social media contact Self service Advertising Chatbots 98

SmartKarrot

JULY 8, 2020

MRR refers to the revenue your existing customers generate each month. You can also identify the source of traffic i.e. whether it’s coming from search engines, social media platforms, email campaigns, etc. This is likely the most important category of SaaS analytics tools. SaaS businesses rely on recurring revenue. ChartMogul.

SaaS 10

SaaS Analytics Metrics Customer retention 10

AWS Machine Learning

MAY 10, 2023

In the search bar, enter the execution role you copied, then choose the role. Search for the previously created policy ( canvas-quicksight-access-policy ), select it, and choose Add permissions. Canvas will automatically detect that this is a 3+ category prediction problem (also known as multi-class classification ).

Accountability 74

Accountability Enterprise Big data Management 74

AWS Machine Learning

APRIL 19, 2023

The ability to effectively handle and process enormous amounts of documents has become essential for enterprises in the modern world. Due to the continuous influx of information that all enterprises deal with, manually classifying documents is no longer a viable option. Document types may vary from PDF, Word, images, and so on.

APIs 75

APIs Metrics Enterprise Best practices 75

AWS Machine Learning

AUGUST 26, 2022

If you want to jump straight into the JumpStart API code we explain in this post, you can refer to the following sample Jupyter notebooks: Introduction to JumpStart – Instance Segmentation. They use AWS CloudFormation templates and reference architectures for quick deployment, which means they’re fully customizable. JumpStart overview.

APIs 76

APIs Scripts Enterprise Big data 76

Help Scout

APRIL 27, 2021

5 core types of customer service software The categories of “customer service software” and “customer support software” cover a lot of ground and can include everything from a free Gmail account to an enormous enterprise call center system. common request categories. Freshdesk Best customer service software for enterprise teams.

Customer Service 104

Customer Service Self service APIs Accountability 104

AWS Machine Learning

MARCH 29, 2023

With automatic model tuning, the team focused on defining the right objective, scoping the hyperparameters and the search space. x2large instance types using an intelligent version of hyperparameter tuning methods that is based on the Bayesian search theory and is designed to find the best model in the shortest time.

Engineering 73

Engineering Feedback Enterprise Analytics 73

JivoChat

JULY 5, 2021

In this post, we’ve included a list of 30 tools that will help improve your e-commerce business across the major growth categories: marketing, sales, support, conversion optimizations, operations, and testing/analytics. What about retail or enterprise? But, where do you start? JivoChat app: Yes. Key features. Key Features.

Advertising 52

Advertising Analytics Sales Enterprise 52

JivoChat

JANUARY 13, 2022

The prices listed above refer to Shopify Lite, which is focused on B2C business, with solutions to small and medium companies. It offers enterprise-grade solutions for high-volume merchants and large businesses. . Search through the options of themes that Shopify offers, there are free and paid ones. Customizable Themes.

B2C 52

B2C Entertainment Accountability Sales 52

JivoChat

MAY 8, 2023

If you wish to target a small niche, you can become an expert in a very specific sector, such as selling only t-shirts with movie and pop culture references. Wix offers more than 500 free pre-built templates, divided into categories such as product landing pages, accessories stores, beauty shops, supermarkets, and fashion stores.

Analytics 75

Analytics Sales Marketing B2B 75

AWS Machine Learning

FEBRUARY 27, 2023

With Amazon SageMaker automatic model tuning, you can find the best version of your model by running training jobs on your dataset with several search strategies, such as Bayesian, Random search, Grid search, and Hyperband. Rahul Sureka is an Enterprise Solution Architect at AWS based out of India.

Metrics 77

Metrics Analytics Scripts Banking 77

AWS Machine Learning

SEPTEMBER 9, 2022

For details on service integration and available add-ons for each of these options, refer to Deployment. We have separate provisioners for CPU and GPU instance types, and all the instances supported by Amazon EKS fall in one of these two categories as per our provisioner configuration.

Engineering 74

Engineering Healthcare APIs Scripts 74

JivoChat

SEPTEMBER 14, 2021

You can choose among more than 500 free online store templates, divided into different categories, such as fashion boutiques, beauty stores, or electronics stores. More than 150 thousand websites were already built by Zyro, certainly, it’s a reference in this area, including website stores. Allows refine products searches.

Banking 52

Banking Sales Marketing Accountability 52

Eptica

JULY 22, 2016

This enables you to automatically cross-reference incoming tweets or Facebook messages to see if they come from existing customers, providing vital context for agents when answering them. Integrated with your business Take a joined up approach beyond customer service. Share this page on: Tweet.

Multichannel 50

Multichannel Customer Service B2C CRM 50

Vistio

JANUARY 13, 2022

We play a lot of those, but I’ll occasionally dabble into some other more, I guess, edgy gaming categories, but I definitely am a family gamer. I mean, the Cloud Security Alliance Report came out not too long ago saying that the average enterprise organization has 464 custom applications inside of their organization.

Customer Experience 52

Customer Experience Contact Center Metrics CRM 52

Vistio

JANUARY 13, 2022

We play a lot of those, but I’ll occasionally dabble into some other more, I guess, edgy gaming categories, but I definitely am a family gamer. I mean, the Cloud Security Alliance Report came out not too long ago saying that the average enterprise organization has 464 custom applications inside of their organization.

Customer Experience 52

Customer Experience Contact Center Metrics CRM 52

JustCall

FEBRUARY 20, 2023

Agents may refer to customers’ voicemails to understand their queries and then call them back. Small businesses – The best 2-line phone system for small businesses is ideal for enterprises with two employees who can then manage their own lines. Want to learn more about JustCall Business Phone service?

voip 52

voip Interactive Voice Response CRM Call Center 52

AWS Machine Learning

JULY 13, 2023

xlarge ml.m5.2xlarge Data set MNIST (Labeled images) Direct Marketing (tabular, numeric and vectorized categories) Validation metric Accuracy AUC Epocs/Rounds 20 150 Number of Instances 1 4 1 3 Distribution type N/A Parameter server N/A AllReduce Training time (minutes) 8 3 3 1 Final Validation score 0.97 References [1] Lian, Xiangru, et al.

Metrics 66

Metrics Construction Best practices APIs 66

AWS Machine Learning

JANUARY 17, 2024

For more details on how to get started and set up SageMaker Studio, refer to Amazon SageMaker Studio. For more detailed information on how to access proprietary models, refer to Use proprietary foundation models from Amazon SageMaker JumpStart in Amazon SageMaker Studio. You will be able to view the Llama 2 Neuron models on this page.

Engineering 100

Engineering Enterprise Healthcare Advertising 100