IBM Journey to AI blog

NOVEMBER 21, 2023

In this article, developer Michael Burgess provides an insight into the concept of schemas and schema management as a way to add value to your event-driven applications on the fully managed Kafka service, IBM Event Streams on IBM Cloud ® What is a schema? A schema describes the structure of data.

Data Quality 270

Data Quality Metadata 270

ODSC - Open Data Science

MAY 9, 2023

This is why companies need data processing agreements and keep up with the latest information about them. Changes are made to DPA agreements whenever a new technology that can take data is discovered. In a data processing agreement, the term “data controller” refers to the company requesting to use the client’s data.

Data Science 98

Data Science AI AI Artificial Intelligence 98

IBM Journey to AI blog

JANUARY 12, 2024

However, as AI services find a home in cloud platforms, the issue of data confidentiality takes center stage. Cloud-hosted AI services demand the transfer of sensitive information to external servers, which can raise questions about data ownership, jurisdiction and control. Not even IBM Cloud administrators have access.

AI 264

AI AI Natural Language Processing AI Modeling 264

IBM Journey to AI blog

OCTOBER 12, 2023

IBM recently gathered with our services partners, some of the world’s most prominent consultancies and systems integrators, to discuss AI for business at the IBM Global Systems Integrators and Consultancy Exchange event in New York. Customer service agents can use generative AI to offload routine questions.

AI Engineer 169

AI Engineer Generative AI AI AI 169

Unite.AI

FEBRUARY 1, 2024

Nevertheless, there are certain trends in corporate requests for Generative AI solutions: Smart text and voice bots based on LLMs to provide high-quality assistance to customer service and support queries of different complexity levels. Employee AI assistant (i.e.

Large Language Models 299

Large Language Models Generative AI AI AI 299

IBM Journey to AI blog

MARCH 27, 2024

Both options deliver complex Software-as-a-Service (SaaS) solutions. Nor does it mention the complicated and possibly expensive agreements that will need to be struck with local governments and communities. The first two contain various levels of validity. Both data center options have their advantages and disadvantages.

Artificial Intelligence 276

Artificial Intelligence Artificial Intelligence Data Platform Automation 276

Unite.AI

NOVEMBER 24, 2023

It’s about articulating the value proposition of your product or service in a way that resonates with investors, clients, or partners. Prompt: “Improve this pitch presentation for [specific product/service], focusing on persuasive elements, clarity, and impactful visuals.”

ChatGPT 312

ChatGPT Data Analysis Prompt Engineer Prompt Engineering 312

IBM Journey to AI blog

FEBRUARY 13, 2024

Sourcing and procurement professionals operating with a strategic sourcing mindset assess a supplier’s quality, reputation and service. This involves moving sourcing activities closer to where goods or services are sold, cutting the emissions costs that come with transporting products to their final destination.

ESG 219

ESG Automation Artificial Intelligence Artificial Intelligence 219

Aiiot Talk

NOVEMBER 1, 2023

For example, JPMorgan introduced COIN (Contract Intelligence), an AI system that interprets commercial loan agreements. Retailers and logistics companies use various AI tools to predict supply chain disruptions , optimize inventory levels and enhance logistics planning. Previously, this task took legal staff thousands of hours.

Robotics 219

Robotics Machine Learning Artificial Intelligence Artificial Intelligence 219

IBM Journey to AI blog

JANUARY 22, 2024

The GDPR also applies to organizations outside of the EEA if: The company regularly offers goods or services to EEA residents, even if no money is exchanged. Processors also include third parties that process data on behalf of controllers, like a cloud storage service that hosts a phone number database for another business.

Automation 225

Automation Explainability 225

Chatbots Life

MAY 7, 2024

2Knowledge Base: A comprehensive knowledge base that serves as a self-service resource for customers, providing FAQs, tutorials, troubleshooting guides, and best practices to empower users to find solutions independently. I hope you know, no business is a short-term business. I hope you know, no business is a short-term business.

Chatbots 52

Chatbots Automation Software Development 52

IBM Journey to AI blog

JUNE 26, 2023

One of the primary ways that organizations are responding to this new landscape is by rapidly expanding their use of Software as a Service (SaaS) and cloud infrastructure. This is a familiar story that we’ve all experienced at some level—resolving one set of problems gives rise to a series of unintended consequences.

ESG 142

ESG 142

IBM Journey to AI blog

AUGUST 3, 2023

Organizations increasingly depend on their technology stack—which comprises the totality of their network interfaces, CPUs, virtual machines, operating system information and installed applications—to deliver consistent service to the end user. What is application health monitoring?

Automation 172

Automation 172

IBM Journey to AI blog

JUNE 8, 2023

Collaborating for coral reef restoration IBM and The Reef Company have recently joined forces signing a joint initiative agreement aimed at bolstering their ocean conservation endeavors. Together with IBM’s support, the aim is leveraging data from the ocean and technology, and taking the project to the next level.

ESG 213

ESG Data Platform Actionable Intelligence Business Intelligence 213

IBM Journey to AI blog

AUGUST 16, 2023

There are many reasons why organizations have embraced cloud services, including improved efficiencies, cost savings, scalability, flexibility and quicker time-to-market. Organizations today can choose between several services, all of which have benefits and challenges. It enables the lowest-level control of resources in the cloud.

Automation 175

Automation DevOps Algorithm Machine Learning 175

IBM Journey to AI blog

AUGUST 1, 2023

Incidents are errors or complications in IT service that need remedying. This explains the existence of both incident and problem management, two important processes for issue and error control, maintaining uptime, and ultimately, delivering a great service to customers and other stakeholders. a problem).

Automation 158

Automation Categorization DevOps Explainability 158

LevelAI

MARCH 22, 2024

The service industry is rapidly evolving, and with this evolution comes the challenge of staying ahead. Service and support leaders must navigate through a maze of customer expectations and technological advancements. Based on insights from Gartner, here are the priorities for service leaders in the coming year.

Automation 52

Automation Generative AI AI Chatbots Data Analysis 52

IBM Journey to AI blog

AUGUST 4, 2023

If diagnostic machines and treatment equipment are out of order due to a lack of maintenance or repair, patients may face significant delays in receiving crucial services. And without sufficient BMETs, hospitals may need to rely on outside service contracts for maintenance and repair, which can be prohibitively expensive.

Automation 153

Automation AI AI 153

Becoming Human

MAY 9, 2024

Another application of NLP in finance is risk assessment, where organizations can determine the risk levels associated with a customer or entity based on their documentation and history. Financial companies can use the information obtained to make better investment decisions and align their services with market conditions and sentiment.

NLP 52

NLP Natural Language Processing Artificial Intelligence Artificial Intelligence 52

Mlearning.ai

JANUARY 26, 2023

Which commercial Data Cube (covering the whole of EU / whole of world / majority of global EO data) services currently exists and what is the best way to use them for projects? One way to make EO and environmental data more usable is to organize them through Cloud data services as Data Cubes. Poll results can be seen below.

Metadata 98

Metadata Data Science Big Data Linked Data 98

Marktechpost

JULY 18, 2023

Such data may be provided for high-level tasks like semantic analysis, hate speech, and occasionally more specialized goals like party ideology. Training annotators often create high-quality data, although their services are expensive. Each tactic has benefits and drawbacks of its own.

Large Language Models 52

Large Language Models ChatGPT Categorization AI 52

Unite.AI

DECEMBER 8, 2023

Google's Med-PaLM 2, a pioneering LLM in the healthcare domain, has demonstrated impressive capabilities, notably achieving an “expert” level in U.S. This framework assesses the models' answers for agreement with scientific consensus and potential harmful outcomes. Medical Licensing Examination-style questions.

Large Language Models 189

Large Language Models LLM Data Scientist Continuous Learning 189

Unite.AI

JUNE 19, 2023

After 14 years in the military doing a number of different signals jobs, everything from working on a base and supporting IT and telecommunication services out in the field, setting up headquarters and communicating frontline units, supporting domestic operations like forest fires and floods, I moved on to the Alberta Provincial government.

Generative AI 244

Generative AI Responsible AI Artificial Intelligence Artificial Intelligence 244

TheSequence

MARCH 11, 2024

Integration - less numerous, cover multiple chunks of code, are slower to run than unit tests and may require mocking external services. AI evaluators are a good sweet spot for scaling up your evaluation process, while still providing Human-level performance. Unit - very numerous, target a specific atom of code and are fast to run.

LLM 52

LLM Categorization Software Development Prompt Engineer 52

AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. It is a live processing service that enables near-real-time moderation.

ML 90

ML Natural Language Processing Algorithm Computer Vision 90

AWS Machine Learning Blog

FEBRUARY 6, 2023

Contact centers are using artificial intelligence (AI) and natural language processing (NLP) technologies to build a personalized customer experience and deliver effective self-service support through conversational bots. The bank has invested in a digital transformation of its contact center to provide exceptional service to its clients.

Conversational AI 68

Conversational AI Chatbots Automation Natural Language Processing 68

The MLOps Blog

MARCH 28, 2023

And because it takes more than technologies and processes to succeed with MLOps, he will also share details on: 1 Brainly’s ML use cases, 2 MLOps culture, 3 Team structure, 4 And technologies Brainly uses to deliver AI services to its clients, Enjoy the article! quality attributes) and metadata enrichment (e.g.,

Machine Learning 59

Machine Learning Automation Data Scientist ML 59

IBM Journey to AI blog

JULY 6, 2023

Data science use cases Data science is widely used in industry and government, where it helps drive profits, innovate products and services, improve infrastructure and public systems and more. On a broader level, it asks if machines can demonstrate human intelligence. This led to the theory and development of AI.

Data Science 151

Data Science Machine Learning Big Data Data Mining 151

AWS Machine Learning Blog

NOVEMBER 22, 2023

Operational excellence in IDP means applying the principles of robust software development and maintaining a high-quality customer experience to the field of document processing, while consistently meeting or surpassing service level agreements (SLAs). AWS might periodically update the service limits based on various factors.

IDP 86

IDP Data Extraction Automation ML 86

Chatbots Life

MARCH 16, 2023

Every business is interested in making its customer service experience as efficient and effective as possible because 88% of customers prefer voice calls with a live agent. Call center data collection can help measure the service experience’s quality and uncover trends that can be used for predictive analysis.

Machine Learning 52

Machine Learning Text Analytics Natural Language Processing Business Intelligence 52

AWS Machine Learning Blog

FEBRUARY 20, 2024

ZOO Digital provides end-to-end localization and media services to adapt original TV and movie content to different languages, regions, and cultures. Trusted by the biggest names in entertainment, ZOO Digital delivers high-quality localization and media services at scale, including dubbing, subtitling, scripting, and compliance.

Metadata 98

Metadata Auto-complete Machine Learning Deep Learning 98

AWS Machine Learning Blog

NOVEMBER 22, 2023

These embeddings are inputs to a customer-facing tier-1 Amazon service. Given the customer-facing nature of the pipeline, it’s critical that all service-level agreements (SLAs) be met without regressions. Depending on the use case, you can choose different levels of optimization.

LLM 95

LLM Software Engineer Auto-complete Neural Network 95

AWS Machine Learning Blog

APRIL 5, 2023

Amazon OpenSearch Service now supports the cosine similarity metric for k-NN indexes. You can use CLIP to encode your products’ images or description into embeddings , and then store them into an OpenSearch Service k-NN index. Solution overview OpenSearch Service provides text-matching and embedding k-NN search.

Metadata 88

Metadata ML Neural Network Python 88

AWS Machine Learning Blog

APRIL 8, 2024

The endpoint will take approximately 5–10 minutes to be in service. A temperature greater than 0 or equal to 1 increases the level of randomness, whereas a temperature of 0 will generate the most likely tokens. In real-life use cases, you often need to connect to external vector stores such as Amazon OpenSearch Service.

LLM 101

LLM Large Language Models Machine Learning Data Ingestion 101

Julien Simon

FEBRUARY 21, 2024

Before UTS could answer, the Head of Master in Management, Mrs. Virginie Ferrouillat , informed him in less than amenable terms that this wasn’t an option because the agreement with UTS didn’t cover the ‘Financial Markets” Master’s. My son sent them the list of 400 and 500-level classes he would follow. Strike one. No answer.

52

52

John Snow Labs

JULY 31, 2023

This includes adjusting dosages, considering alternative pain management strategies, or implementing controlled substance agreements to prevent the misuse of opioids and ensure responsible medication use. Referral to Specialized Services: Opioid abuse is a complex issue that often requires specialized interventions and support.

NLP 52

NLP Natural Language Processing AI AI 52

AWS Machine Learning Blog

AUGUST 30, 2023

This post demonstrates a strategy for fine-tuning publicly available LLMs for the task of radiology report summarization using AWS services. ROUGEL is a sentence-level metric and refers to the longest common subsequence (LCS) between two pieces of text. ROUGELsum is a summary-level metric. It ignores newlines in the text.

Generative AI 114

Generative AI LLM AI AI 114