AWS Machine Learning Blog

MARCH 25, 2024

Some customers entrust Amazon Transcribe with data that is confidential and proprietary to their business. In other cases, audio content processed by Amazon Transcribe may contain sensitive data that needs to be protected to comply with local laws and regulations. For more information about data privacy, see the Data Privacy FAQ.

Natural Language Processing 81

Natural Language Processing Machine Learning NLP Algorithm 81

AssemblyAI

JANUARY 23, 2023

With the massive amount of digital conversational data available–from virtual meetings to call centers to chatbots–it’s no surprise that enterprises are looking to AI to help make sense of this information overload. One area that is rapidly growing to meet this demand is Conversational Intelligence AI.

AI 130

AI AI AI Modeling Natural Language Processing 130

LevelAI

AUGUST 9, 2023

The contact center is often the first or even only source of connection with the customer that a brand has, and first impressions matter. Delivering a great contact center experience for the customer is crucial to retaining customers and maintaining a long-term positive brand image. and use your data to evaluate.

Black Box AI 52

Black Box AI Natural Language Processing Automation NLP 52

NVIDIA

JANUARY 9, 2024

But many are now realizing the value in developing custom models trained on their proprietary data to achieve brand-appropriate tone and personalized results in a scalable, cost-effective way. Javits Convention Center in New York. Many retailers are testing the generative AI waters first with internal deployments. 14-16 at the Jacob K.

Generative AI 98

Generative AI Large Language Models Chatbots AI 98

Lexalytics

NOVEMBER 23, 2021

alone, each causing more than $1 billion each, according to the NOAA National Centers for Environmental Information (NCEI), formerly known as the National Climatic Data Center (NCDC). Hurricane Ida’s price tag topped $64.5 Disaster data is often fragmented, incomplete, or difficult to access.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 98

IBM Journey to AI blog

FEBRUARY 14, 2024

Promote cross- and up-selling Recommendation engines use consumer behavior data and AI algorithms to help discover data trends to be used in the development of more effective up-selling and cross-selling strategies, resulting in more useful add-on recommendations for customers during checkout for online retailers.

Computer Vision 221

Computer Vision Automation Robotics AI 221

IBM Journey to AI blog

DECEMBER 19, 2023

Given enterprise complexity, the most difficult part of this stage is the automation of testing capabilities (wherein test data preparation and execution of test cases across multiple systems is mostly semi-automated). Build a backlog for each of the Cloud Capability Center squads and initiate capability development.

Automation 205

Automation DevOps Software Development 205

Unite.AI

DECEMBER 18, 2023

The Pathlight platform autonomously analyzes millions of data points to empower every layer of the organization to understand what's happening at the front lines of their business, and determine the best actions for creating repeatable success. What truly sets this venture apart is the novelty and uncharted nature of the field.

LLM 130

LLM Data Analysis Prompt Engineer Prompt Engineering 130

IBM Journey to AI blog

APRIL 18, 2024

While AGI remains theoretical, organizations can take proactive steps to prepare for its arrival by building a robust data infrastructure and fostering a collaborative environment where humans and AI work together seamlessly. NLP techniques help them parse the nuances of human language, including grammar, syntax and context.

Neural Network 239

Neural Network LLM AI AI 239

LevelAI

JULY 31, 2023

This includes ‘autoscore-enabled’ questions that are graded automatically using conversation tags, metric tags, or predefined machine learning models. Instascore is an automated scoring system that leverages machine learning to evaluate specific aspects of a conversation based on parameters defined in a rubric.

AI Chatbots 52

AI Chatbots Chatbots AI AI 52

Marktechpost

JULY 12, 2023

ProGen was trained on 280M protein sequences from more than 19,000 families, and the model is augmented with control tags specifying the property of the protein. ProGen can be fine-tuned to create more accurate protein sequences using specific sequences and tags. ChatGPT can be used for cleaning and reconciling data.

Large Language Models 52

Large Language Models ChatGPT Explainability LLM 52

Lexalytics

JUNE 11, 2021

However, the sheer volume of data makes it impossible to keep up with without some help. Using an NLP platform and your industry expertise, you can mine the data in the cloud and on the web to create a map of themes that deliver valuable, actionable insights into customers’ emotions and behaviors. That’s where AI, ML, and NLP come in.

NLP 52

NLP Text Analytics ML AI 52

Dlabs.ai

AUGUST 3, 2023

It allows developers to define and provide data center infrastructure using a declarative configuration language. While it’s feasible to maintain the status locally, it’s not advised due to potential issues with data integrity and reliability. Ensure you have a recent version of Docker installed.

ML 98

ML Automation Machine Learning Data Integration 98

Towards AI

AUGUST 27, 2023

JavaScript helps us to access and modify DOM (Data Object Model) elements. innerHTML=""; email.style.border = "2px solid green"; } access the form input item of text type for email using document.getElementById(“email”) also access the error tag using document.getElementById(“err4”). opacity: 0.5;}button:hover

AI 92

AI AI Machine Learning 92

Artificial Corner

FEBRUARY 9, 2024

We’ll make a brief pause on our mini series about the role of data in the AI revolution because Gemini Advanced was just released. A widescreen landscape style image with an action movie point of view featuring, in the center, a man with a bewildered expression, pushing a shopping cart. Image generated with Gemini Ultra Hi!

Explainability 98

Explainability ChatGPT AI Modeling AI 98

Unite.AI

DECEMBER 21, 2023

There are plenty of helpful resources: a help center, online demos, a blog, and an academy. By analyzing this data, you can refine your SEO strategy and target the keywords to drive the most organic traffic to your website. This data-driven approach ensures your content is optimized for maximum visibility and engagement.

AI Tools 245

AI Tools Categorization Explainability AI 245

AWS Machine Learning Blog

APRIL 16, 2024

Here, you specify the bot’s name, the ARN of the role that you previously created, data privacy settings, and more: BookHotelBot: DependsOn: BotRuntimeRole # The role created in the previous step Type: AWS::Lex::Bot Properties: Name: "BookHotel" Description: "Sample Bot to book a hotel" RoleArn: !GetAtt

Automation 86

Automation Deep Learning Artificial Intelligence Artificial Intelligence 86

Becoming Human

MAY 12, 2023

In what ways do we understand image annotations, the underlying technology behind AI and machine learning (ML), and its importance in developing accurate and adequate AI training data for machine learning models? Taking this description as a whole, we can infer that data is indispensable in the development of any successful AI system.

Machine Learning 81

Machine Learning Computer Vision Automation Artificial Intelligence 81

AWS Machine Learning Blog

NOVEMBER 22, 2023

Starting from the introduction of the Security Pillar and design principles, we then examine the solution design and implementation with four focus areas: access control, data protection, key and secret management, and workload configuration. Pay attention to protection of data at rest and data produced in IDP outputs.

IDP 83

IDP Machine Learning Natural Language Processing ML 83

Snorkel AI

SEPTEMBER 29, 2023

Data labeling remains a core requirement for any organization looking to use machine learning to solve tangible business problems, especially with the increased development and adoption of LLMs. This is where data labeling fits in. What is data labeling? This approach applies across all data modalities.

Large Language Models 59

Large Language Models Machine Learning Data Science Data Scientist 59

AWS Machine Learning Blog

DECEMBER 12, 2023

SageMaker foundation models In 2021, the Stanford Institute for Human-Centered Artificial Intelligence termed some LLMs as foundation models. On the Set description tag page, choose Create access key. On the Security Credentials tab, choose Create access key. Copy the access key and secret access key. Choose Done.

LLM 99

LLM Large Language Models Generative AI Neural Network 99

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Because this data curation was performed programmatically versus manually, this was accomplished by two developers in a day , instead of hundreds of annotators over the course of weeks or months of labeling.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Because this data curation was performed programmatically versus manually, this was accomplished by two developers in a day , instead of hundreds of annotators over the course of weeks or months of labeling.

Categorization 52

Categorization ChatGPT Large Language Models Generative AI 52

Snorkel AI

JULY 19, 2023

We used weak supervision to programmatically curate instruction tuning data for open-source LLMs. Because this data curation was performed programmatically versus manually, this was accomplished by two developers in a day , instead of hundreds of annotators over the course of weeks or months of labeling.

Categorization 40

Categorization ChatGPT Large Language Models Generative AI 40

Mlearning.ai

FEBRUARY 17, 2023

Adding a new chat and prompt select button Now, copy the following code and replace everything in the index.js Adding a new chat and prompt select button Now, copy the following code and replace everything in the index.js 826.95l1.414 4.925A1.5 0 005.135 9.25h6.115a.75.75 0 010 1.5H5.135a1.5 0 00-1.442 1.086l-1.414 4.926a.75.75 826.95l1.414 4.925A1.5

OpenAI 52

OpenAI ChatGPT Auto-complete ML 52

How to Learn Machine Learning

JANUARY 21, 2023

At its core, AI relies on algorithms, data processing, and machine learning to generate insights from vast amounts of data. AI can facilitate data-driven decision making, enable autonomous systems in areas such as manufacturing or healthcare, and even help create personalized experiences for customers.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics Natural Language Processing 52

Heartbeat

NOVEMBER 22, 2023

Use delimiters such as triple quotes (“‘xxx’”), triple backticks (```), triple dashes ( — -), angle brackets (< >), and XML tags. Reference: OpenAI Help Center — Where can I find my API key? Prompting for Developers: A Guideline Principle 1: Write Clear and Specific Instructions Delimiters for Precision : start clearly.

Chatbots 52

Chatbots OpenAI Deep Learning Machine Learning 52

Marktechpost

JULY 1, 2023

Thanks to Zapier integration, Mem can instantly receive data from your other favorite apps. In addition, Frase offers a variety of resources, including a Live Product Walkthrough, blog, crash course, and support center. You can customize it to your company’s AI requirements by training it on internal data.

Artificial Intelligence 95

Artificial Intelligence Artificial Intelligence AI AI 95

The MLOps Blog

MARCH 20, 2023

In such ML projects, you can expect to find large volumes of data accumulated over time, complex algorithms, and increasing compute resources; all of these are characteristics of a maturing ML project. 2 Ensuring and maintaining high-quality data. 3 Incorporating additional data sources.

ML 59

ML Data Drift Machine Learning Algorithm 59

AWS Machine Learning Blog

NOVEMBER 15, 2023

They are processing data across channels, including recorded contact center interactions, emails, chat and other digital channels. Solution requirements Principal provides investment services through Genesys Cloud CX, a cloud-based contact center that provides powerful, native integrations with AWS.

Data Ingestion 111

Data Ingestion Metadata NLP Data Scientist 111

Topbots

JULY 7, 2023

After all the concerns raised by ChatGPT’s data outage on the past 20th of March, we quickly observed some reactions from the outside world. Italy banning ChatGPT for data privacy concerns. This article outlines the two major actions that OpenAI has taken regarding Data Privacy in the powerful AI-generation technology ChatGPT.

ChatGPT 52

ChatGPT Metadata OpenAI Large Language Models 52

AWS Machine Learning Blog

MAY 23, 2023

Amazon Kendra offers a suite of data source connectors to simplify the process of ingesting and indexing your content, wherever it resides. Valuable data in organizations is stored in both structured and unstructured repositories. One such unstructured data repository is Confluence.

Metadata 81

Metadata ML Machine Learning AI 81

AWS Machine Learning Blog

NOVEMBER 20, 2023

KT’s AI Food Tag is an AI-based dietary management solution that identifies the type and nutritional content of food in photos using a computer vision model. This vision model developed by KT relies on a model pre-trained with a large amount of unlabeled image data to analyze the nutritional content and calorie information of various foods.

Deep Learning 91

Deep Learning Machine Learning ML Data Scientist 91

AssemblyAI

APRIL 15, 2024

Speech AI technology often refers to speech-to-text AI models that transform voice data into actionable, accurate transcripts. However, Speech AI software today doesn't just include speech-to-text models that transcribe audio data. Remember: Not all audio data is captured over a high-end podcast-quality microphone.

Natural Language Processing 147

Natural Language Processing AI AI AI Modeling 147

AWS Machine Learning Blog

NOVEMBER 16, 2023

Almost 50 years later, the estimation of housing prices has become an important teaching tool for students and professionals interested in using data and ML in business decision-making. Foundation models This solution centers on the use of a foundation model published to the Hugging Face model repository.

ML 87

ML Machine Learning Computer Vision Auto-classification 87

Unite.AI

SEPTEMBER 19, 2023

This was reported by the Center for Economic and Policy Research, which, in a study, found that during the first half of 2022, in the United States, 600,000 more people became self-employed. Also, a very important element of AI’s incursion in bookkeeping is that it provides very valuable data for business owners to analyze.

Categorization 288

Categorization AI AI Automation 288

IBM Journey to AI blog

NOVEMBER 29, 2023

For each Git commit, a container image is created, and a tag is assigned to the image based on the build number, timestamp and commit ID. This tagging system ensures the image’s traceability. The addition of the created image tag instantly updates the deployment record.

DevOps 249

DevOps Automation Explainability 249