IBM Journey to AI blog

JULY 17, 2023

Currently chat bots are relying on rule-based systems or traditional machine learning algorithms (or models) to automate tasks and provide predefined responses to customer inquiries. The LLM solution has resulted in an 80% reduction in manual effort and in 90% accuracy of automated tasks.

Generative AI 171

Generative AI Auto-complete Automation AI 171

AWS Machine Learning Blog

AUGUST 22, 2024

Discovery Navigator recently released automated generative AI record summarization capabilities. By automating the extraction and organization of key treatment data and medical information into a concise summary, claims handlers can now identify important bodily injury claims data faster than before.

Generative AI 119

Generative AI Auto-complete Software Development Automation 119

AssemblyAI

SEPTEMBER 13, 2023

Text summarization methods are categorized into two groups: Extractive and Abstractive. is an AI voice assistant that helps users transcribe, summarize, take notes, and complete additional actions during and after virtual meetings. Grain can also send automated meeting notes to tools like Slack, Hubspot, and Salesforce.

Auto-complete 130

Auto-complete AI AI Automation 130

Chatbots Life

MAY 19, 2023

Automation rules today’s world. A chatbot is a technological genie that uses intelligent automation, ML, and NLP to automate tasks. It adds a digital flavor by automating your day-to-day IT tasks to help businesses work smarter. Modern service desks offer an automated ticketing system for staff.

Chatbots 69

Chatbots Automation Auto-complete NLP 69

AWS Machine Learning Blog

DECEMBER 5, 2023

The custom metadata helps organizations and enterprises categorize information in their preferred way. The insurance provider receives payout claims from the beneficiary’s attorney for different insurance types, such as home, auto, and life insurance. For example, metadata can be used for filtering and searching.

Metadata 125

Metadata Auto-classification Auto-complete Content Enrichment 125

Marktechpost

DECEMBER 20, 2024

Whether it’s automating repetitive chores, organizing schedules, or personalizing experiences, AI is becoming an essential part of everyday life, making tasks smarter and more efficient. Businesses use ChatGPT for customer support automation, creating personalized communication, and streamlining documentation.

AI Tools 90

AI Tools Automation AI AI 90

AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. To address these challenges, parent document retrievers categorize and designate incoming documents as parent documents.

LLM 136

LLM Auto-complete Auto-classification Generative AI 136

AWS Machine Learning Blog

OCTOBER 8, 2024

SageMaker AutoMLV2 is part of the SageMaker Autopilot suite, which automates the end-to-end machine learning workflow from data preparation to model deployment. In the training phase, CSV data is uploaded to Amazon S3, followed by the creation of an AutoML job, model creation, and checking for job completion.

Machine Learning 96

Machine Learning Auto-complete Auto-classification Metadata 96

Dlabs.ai

DECEMBER 6, 2023

Here are two popular AI-based email assistants: SaneBox : Uses AI to categorize emails based on your past behavior. EmailTree : Streamlines email communication by leveraging your internal knowledge base, categorizing emails, and drafting AI-generated responses.

Chatbots 59

Chatbots ChatGPT Categorization Auto-complete 59

AWS Machine Learning Blog

JULY 31, 2023

In the example of customer churn (which is a categorical classification problem), you start with a historical dataset that describes customers with many attributes (one in each record). Finally, when it’s complete, the pane will show a list of columns with its impact on the model.

Auto-classification 98

Auto-classification Machine Learning ML Auto-complete 98

AWS Machine Learning Blog

NOVEMBER 16, 2023

We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images. Answers can come in the form of categorical, continuous value, or binary responses. granite, tile, marble, laminate, etc.

ML 115

ML Machine Learning Computer Vision Auto-classification 115

Viso.ai

DECEMBER 22, 2023

Today, the computer vision project has gained enormous momentum in mobile applications, automated image annotation tools , and facial recognition and image classification applications. In retail , SAM could revolutionize inventory management through automated product recognition and categorization.

Convolutional Neural Networks 52

Convolutional Neural Networks Computer Vision Neural Network Auto-classification 52

AWS Machine Learning Blog

NOVEMBER 14, 2024

Optionally, if Account A and Account B are part of the same AWS Organizations, and the resource sharing is enabled within AWS Organizations, then the resource sharing invitation are auto accepted without any manual intervention. Following are the steps completed by using APIs to create and share a model package group across accounts.

ML 106

ML Machine Learning Auto-complete Auto-classification 106

AWS Machine Learning Blog

SEPTEMBER 6, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. Write a response that appropriately completes the request.nn### Instruction:nWhen did Felix Luna die?nn### Write a response that appropriately completes the request.nn### Instruction:nWhat is an egg laying mammal?nn###

Auto-complete 131

Auto-complete Machine Learning ML Python 131

The MLOps Blog

JUNE 6, 2023

Complete ML model training pipeline workflow | Source But before we delve into the step-by-step model training pipeline, it’s essential to understand the basics, architecture, motivations, challenges associated with ML pipelines, and a few tools that you will need to work with. Let’s get started! Define the preprocessing steps.

ML 52

ML Machine Learning Auto-classification Auto-complete 52

Unite.AI

APRIL 18, 2024

SWE agent LLM LLM Agents: Orchestrating Task Automation LLM agents are sophisticated software entities designed to automate the execution of complex tasks. These assistants are capable of suggesting code completions, identifying and rectifying bugs, providing optimization recommendations, and simplifying recurring coding tasks.

Software Engineer 261

Software Engineer Software Development LLM Auto-complete 261

AWS Machine Learning Blog

AUGUST 15, 2024

Starting today, you can interactively prepare large datasets, create end-to-end data flows, and invoke automated machine learning (AutoML) experiments on petabytes of data—a substantial leap from the previous 5 GB limit. Prerequisites You can follow along by completing the following prerequisites: Set up SageMaker Canvas.

ML 127

ML Generative AI Auto-complete Data Quality 127

AWS Machine Learning Blog

NOVEMBER 6, 2024

time.sleep(10) The transcription job will take a few minutes to complete. When the job is complete, you can inspect the transcription output and check the plain text transcript that was generated (the following has been trimmed for brevity): # Get the Transcribe Output JSON file s3 = boto3.client('s3') Current status is {job_status}.")

Auto-complete 119

Auto-complete Machine Learning Generative AI Large Language Models 119