OctopusTech

AUGUST 18, 2023

Hiring a skilled custom web development company is your best choice for creating a functional and exciting website. When you work with experts, they’ll take the time to learn about your company and its goals so that they can create a site that’s customized for you, and they’ll also make sure you have everything you need.

Construction 62

Construction Engineering APIs Enterprise 62

AWS Machine Learning

APRIL 8, 2024

Similar to LangChain, LlamaIndex offers a number of tools, including data connectors, data indexes, engines, and data agents, as well as application integrations such as tools and observability, tracing, and evaluation. Llama 2-70B-Chat Llama 2-70B-Chat is a powerful LLM that competes with leading models.

APIs 101

APIs Engineering Accountability Construction 101

AWS Machine Learning

SEPTEMBER 8, 2023

In this post, we’ll take you on a journey to rapidly build and deploy a document search indexing solution that helps your organization to better harness and extract insights from documents. The IDP CDK constructs and samples are a collection of components to enable definition of IDP processes on AWS and published to GitHub.

Construction 105

Construction Metrics Best practices APIs 105

AWS Machine Learning

OCTOBER 2, 2023

Solution overview The sample use case used for this series is a visual quality inspection solution that can detect defects on metal tags, which could be deployed as part of a manufacturing process. It is architected to automate the entire machine learning (ML) process, from data labeling to model training and deployment at the edge.

Scripts 94

Scripts Construction Engineering APIs 94

AWS Machine Learning

FEBRUARY 6, 2024

In this post, we show how to develop an ML-driven solution using Amazon SageMaker for detecting adverse events using the publicly available Adverse Drug Reaction Dataset on Hugging Face. We implemented the solution using the AWS Cloud Development Kit (AWS CDK).

Healthcare 100

Healthcare Engineering Construction Consulting 100

AWS Machine Learning

SEPTEMBER 1, 2023

However, bringing such solutions and models to the business-as-usual operations is not an easy task. After the completion of the research phase, the data scientists need to collaborate with ML engineers to create automations for building (ML pipelines) and deploying models into production using CI/CD pipelines.

Engineering 105

Engineering Accountability Construction APIs 105

AWS Machine Learning

MARCH 31, 2023

In this post, we demonstrate how to solve these challenges using Amazon Textract IDP CDK Constructs , a set of pre-built IDP constructs, to accelerate the development of real-world document processing pipelines. For more information, refer to Intelligent document processing with AWS AI services: Part 1.

Construction 67

Construction APIs Accountability Banking 67

AWS Machine Learning

DECEMBER 13, 2023

Data scientists, ML engineers, IT staff, and DevOps teams must work together to operationalize models from research to deployment and maintenance. Data scientists, ML engineers, IT staff, and DevOps teams must work together to operationalize models from research to deployment and maintenance.

Construction 102

Construction Accountability Engineering Personalization 102

Quality Contact Solutions

OCTOBER 4, 2022

Focus on search engine optimization (SEO) so that your company stays ahead of your competitors at the top of the search engines. These include paid advertising, social media, email marketing, and many more strategies. With all the options, it’s tough to know where to start. Case Study: B2B Lead Generation & Cold Calling.

Best practices 111

Best practices Telemarketing outsourcing B2B 111

CX Global Media

OCTOBER 16, 2017

It is also the area where solutions may vastly differ from one to the next. Poor chatbot solution. Poor Chatbot Solution. Allowing your chatbot to be owned by IT increases the chance of you obtaining a poor chatbot solution. A 1st Generation chatbot is a very simple rule-based engine. Learning omission/poor.

Chatbots 166

Chatbots Construction Customer effort Coaching 166

CSM Magazine

MARCH 12, 2022

While the Metaverse is still in creation and undergoing construction from the ground up, digital twins are designed from an existing entity. All necessary knowledge on the problem and the customer history is in front of the support desk’s face in a matter of seconds, leading to expert solution finding and happy customers.

Construction 97

Construction Engineering Customer Support Marketing 97

AWS Machine Learning

AUGUST 11, 2022

Current GNN solutions mainly rely on offline batch training and inference mode, which detect fraudsters after malicious events have happened and losses have occurred. Current GNN solutions mainly rely on offline batch training and inference mode, which detect fraudsters after malicious events have happened and losses have occurred.

Construction 84

Construction APIs Accountability Scripts 84

AWS Machine Learning

NOVEMBER 17, 2023

We use a text generation model ( Anthropic Claude V2 ) and agents for Amazon Bedrock for this solution. We provide an AWS CloudFormation template to provision the resources needed for building this solution. With fully managed agents, you don’t have to worry about provisioning or managing infrastructure.

APIs 88

APIs Customer Service Construction Analytics 88

AWS Machine Learning

FEBRUARY 23, 2023

Automation levels The SAE International (formerly called as Society of Automotive Engineers) J3016 standard defines six levels of driving automation, and is the most cited source for driving automation. These systems have evolved from simple rule-based systems to Advanced Driver Assistance Systems (ADAS) and fully autonomous vehicles.

Automotive 93

Automotive Construction Engineering Scripts 93

CSM Magazine

FEBRUARY 19, 2021

EDF’s Energy Solutions division will use BigChange’s JobWatch system to manage the activities of field engineers serving business customers. Field engineers will be provided with their schedules, optimal routes, job information and worksheets through a BigChange app on their existing Android devices. About BigChange.

Transportation 52

Transportation Engineering Construction CRM 52

Inbenta

APRIL 29, 2020

This short timeframe is made possible by: An API with a multitude of proven functionalities; A proprietary and patented NLP technology developed and perfected over the course of 15 years by our in-house Engineers and Linguists; A well-established development process. Lack of recommendations on poorly constructed decision trees.

Chatbots 140

Chatbots APIs Construction Best practices 140

Help Scout

SEPTEMBER 2, 2021

Tier 2 support team members are the folks responsible for handling technical escalations and more advanced inquiries that are beyond the skills or knowledge of your first level customer service representatives. When supporting a highly technical product, a tier 2 team may handle implementation and core product guidance.

Technical Support 103

Technical Support Engineering APIs Education 103

AWS Machine Learning

NOVEMBER 22, 2023

For decades, Amazon has pioneered and innovated machine learning (ML), bringing delightful experiences to its customers. From the earliest days, Amazon has used ML for various use cases such as book recommendations, search, and fraud detection. Like many ML organizations, accelerators are largely used to accelerate DL training and inference.

Scripts 95

Scripts Engineering Best practices Construction 95

CSM Magazine

JANUARY 27, 2023

Adience , for example, may offer customised solutions such as competitive analysis, client segmentation, pricing strategies, product positioning, and launch plans – all of which are crucial for post-pandemic success. In New York City, the business-to-business (B2B) sector is large and ever-changing.

B2B 52

B2B Marketing Transportation Construction 52

AWS Machine Learning

NOVEMBER 6, 2023

Response with No Steaming Response with Streaming Solution overview For this post, we use the Falcon 7B Instruct model to showcase the SageMaker JumpStart streaming capability. The streaming capability in SageMaker JumpStart can help you build applications with better user experience by creating a perception of low latency to the end-user.

Construction 98

Construction APIs Engineering Accountability 98

AWS Machine Learning

OCTOBER 5, 2022

Based on 10 years of historical data, hundreds of thousands of face-offs were used to engineer over 70 features fed into the model to provide real-time probabilities. We also share the key technical challenges that were solved during construction of the Face-off Probability model. How it works.

Calibration 92

Calibration Engineering Automotive Analytics 92

Cincom

MARCH 22, 2021

Modern customer communications solutions can help to address many of the underlying risks associated with your communications: Personalization and customization – a composition engine that enables the merging of variable data with rules logic, and supports interactive communications that can be created in real time by customer-facing users.

Construction 52

Construction Engineering Best practices Enterprise 52

AWS Machine Learning

APRIL 18, 2023

This blog post summarizes how the Amazon Machine Learning Solution Lab (MLSL) partnered with RallyPoint to drive a 35% improvement in personalized career recommendations and a 66x increase in coverage, amongst other improvements for RallyPoint members from the current rule-based implementation. It should be an easy process.

Personalization 73

Personalization Metrics Healthcare Automotive 73

AWS Machine Learning

JULY 24, 2023

This blog post was co-authored, and includes an introduction, by Zilong Bai, senior natural language processing engineer at Patsnap. A recent initiative is to simplify the difficulty of constructing search expressions by autofilling patent search queries using state-of-the-art text generation models.

APIs 67

APIs Engineering Construction Benchmark 67

AWS Machine Learning

JUNE 15, 2023

In this post, we present a solution that D2L.ai In this post, we present a solution that D2L.ai Solution overview We built automatic translation pipelines for multiple languages using the ACT feature in Amazon Translate. This results in translations that better match the style and content of the parallel data.

APIs 75

APIs Benchmark Best practices Engineering 75

AWS Machine Learning

NOVEMBER 29, 2023

In today’s rapidly evolving landscape of artificial intelligence, deep learning models have found themselves at the forefront of innovation, with applications spanning computer vision (CV), natural language processing (NLP), and recommendation systems. This cost is primarily driven by the sheer volume of data used in training deep learning models.

Engineering 85

Engineering Construction Scripts Enterprise 85

AWS Machine Learning

DECEMBER 19, 2022

This solution can be applied to any other pre-trained model on the PyTorch Model Zoo. Solution overview. Amazon SageMaker provides a unified interface to experiment with different ML models, and the PyTorch Model Zoo allows us to easily swap our models in a standardized manner. This blog post will walk through the following steps.

Automotive 76

Automotive APIs Engineering Scripts 76

AWS Machine Learning

FEBRUARY 29, 2024

OpenSearch is a scalable, flexible, and extensible open source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 Amazon OpenSearch Service is a fully managed service that makes it straightforward to deploy, scale, and operate OpenSearch in the AWS Cloud.

Personalization 92

Personalization Accountability Entertainment Construction 92

JivoChat

MARCH 3, 2022

It’s necessary to distinguish yourself to be seen as relevant by your target audience, and building your website already optimized for search engines is part of it. . If your company still doesn’t have a website, it probably means that you are falling behind your competitors, and losing deal opportunities. Plan Your Website.

Engineering 75

Engineering Construction Analytics Best practices 75

Back Office Centers

JULY 8, 2022

Utilizing an established, well-maintained infrastructure and cheap labour costs overseas, you may provide a far more economical solution that enables your company’s growth. Therefore, outsourcing back office solutions might be useful for simplifying internal corporate capabilities. A Benefit of Back Office Outsourcing.

outsourcing 40

outsourcing Finance Construction Engineering 40

AWS Machine Learning

MARCH 28, 2024

For example, Meta’s Llama models are trained on datasets such as CommonCrawl , C4 , Wikipedia, and ArXiv. These datasets encompass a broad range of topics and domains. For example, the training data used for BloombergGPT is 51% domain-specific documents, including financial news, filings, and other financial materials.

Finance 98

Finance Metrics Banking Engineering 98

AWS Machine Learning

JULY 19, 2023

In this post, we demonstrate how to construct a real-time user interface to let business users process a PDF document of arbitrary length. The sample solution described in this post is available on GitHub. Large language models (LLMs) can be used to analyze complex documents and provide summaries and answers to questions.

Construction 63

Construction APIs Big data Engineering 63

AWS Machine Learning

JANUARY 9, 2023

using open source or commercial-off-the-shelf search engines, then you’re probably familiar with the inherent accuracy challenges involved in getting relevant search results. You need your search engine to be smarter so it can rank documents based on matching the meaning or semantics of the content to the intention of the user’s query.

Scripts 81

Scripts APIs Engineering Transportation 81

AWS Machine Learning

MARCH 23, 2023

Leidos is a FORTUNE 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. Although this example shows how to perform this for inference operations, you can extend the solution to training and other ML steps.

Scripts 97

Scripts APIs Government Analytics 97

AWS Machine Learning

NOVEMBER 8, 2022

We’re announcing a new solution on lung cancer survival prediction in Amazon SageMaker JumpStart , based on the blog posts Building Scalable Machine Learning Pipelines for Multimodal Health Data on AWS and Training Machine Learning Models on Multimodal Health Data with Amazon SageMaker. This is the first HCLS solution offered by JumpStart.

Healthcare 67

Healthcare Construction Accountability Engineering 67

NobelBiz

APRIL 23, 2024

Traditional collection methods, such as persistent phone calls and letters, are making way for more nuanced, technology-driven, and customer-oriented strategies. This evolution reflects broader trends in consumer behavior, regulatory environments, and technological advancements.

Customer centricity 52

Customer centricity Contact Center Technology Telemarketing 52

AWS Machine Learning

AUGUST 30, 2023

The proposed solution in this post uses fine-tuning of pre-trained large language models (LLMs) to help generate summarizations based on findings in radiology reports. Our solution uses the FLAN-T5 XL FM, using Amazon SageMaker JumpStart , which is an ML hub offering algorithms, models, and ML solutions.

Healthcare 114

Healthcare APIs Metrics Scripts 114