IBM Journey to AI blog

JANUARY 25, 2023

Any use of data – such as combining or consolidating datasets from multiple sources – requires a level of understanding of that data beyond the physical formats. Combining or linking data assets across multiple repositories to gain greater data analytics and insights requires alignment.

Linked Data 130

Linked Data Data Quality AI AI 130

Mlearning.ai

MAY 10, 2023

The Hand-icap of AI Art : Exploring the Intricate Challenge of Drawing Hands Getting a Grip on the Technical and Anatomical Factors behind AI-Generated Hand Drawings. In this story, I mostly target developers and artists interested in AI-generated art. AI Algorithms and Hand Drawing What does it mean to “draw” for an AI ?

Convolutional Neural Networks 98

Convolutional Neural Networks Neural Network Algorithm AI 98

Unite.AI

AUGUST 15, 2024

At Tamr, the platform availability of machine learning at scale allows us to disrupt manual rules-based MDM in favor of an AI-based approach. What inspired the development of AI-native Master Data Management (MDM), and how does it differ from traditional MDM solutions? The next challenge is to link records which are duplicates.

Machine Learning 144

Machine Learning Computer Scientist LLM Large Language Models 144

Marktechpost

JULY 13, 2023

They can provide a logical justification for such phase changes thanks to this link. Data on the flow of cognition throughout training. Based on these findings, they investigate the possible advantages of chain-of-thought data during training.

Auto-complete 97

Auto-complete Large Language Models Linked Data AI Tools 97

ODSC - Open Data Science

APRIL 27, 2023

What Is Synthetic Data Synthetic data is data that has been artificially generated by algorithms or simulations. Although it doesn’t come from the real world, it is a good enough reflection of real-world data to be as effective for training AI models. But what is synthetic data being used for?

Machine Learning 52

Machine Learning Data Science Linked Data Deep Learning 52

Topbots

JUNE 22, 2023

But, oh, my dear reader, I usually wouldn’t spoil this for you, but you have no idea how surprisingly modest this ChatGPT answer was… Still, as an AI researcher, industry professional, and hobbyist, I am used to fine-tuning general domain NLP machine learning tools (e.g., GloVe) for usage in domain-specific tasks. Lima Paiva, F. Bianchi, R.

Machine Learning 111

Machine Learning ChatGPT Natural Language Processing Categorization 111

Mlearning.ai

JANUARY 26, 2023

Presentations included in this discussion forum include: EuroDataCube (by Grega Milcinski); FAIRiCUBE project — F.A.I.R.

Metadata 98

Metadata Data Science Big Data Linked Data 98

Pickl AI

NOVEMBER 3, 2023

Two Minute Papers Category: AI Research Papers Explained Subscribers: 1.5 million Link to the Channel : [link] Stay abreast of the latest AI research and developments with Two Minute Papers. He is on a mission to spread data literacy. Code Bullet Category: Game Development and AI Subscribers:3.04

Data Science 52

Data Science Machine Learning Data Scientist Neural Network 52

Allen AI

MAY 30, 2023

In general we believe that AI making judgments/predictions based on limited information and context is risky, especially with the increasing popularity of chatbots. We also envision that our questions could not only be used in an interactive setting, but could also be used to retrieve relevant information for other types of knowledge sources.

Computational Linguistics 52

Computational Linguistics Linked Data Chatbots NLP 52

John Snow Labs

AUGUST 31, 2023

Supported Data: [link] data Testing in 3 lines of Code !pip report() The report provides a comprehensive overview of our test outcomes using the Medical-files data, which comprises 49 entries. In Conclusion: Setting up the Harness is like preparing a toolbox for a job.

Large Language Models 52

Large Language Models NLP LLM OpenAI 52

Pickl AI

OCTOBER 22, 2024

Types of Relationships In relational databases, relationships are crucial for linking data across different tables. Understanding these relationships helps in designing efficient database schemas and ensures data integrity. this relationship, a record in Table A corresponds to exactly one record in Table B, and vice versa.

Data Integration 52

Data Integration Big Data Linked Data Artificial Intelligence 52

Pickl AI

JUNE 28, 2023

Horizontal Integration Horizontal integration combines data from similar sources or systems across different organizations. For example, integrating customer data from different retail stores under the same company. Entity Integration Entity integration focuses on linking data that relates to the same entities.

Data Mining 52

Data Mining Data Integration ETL Data Quality 52

Bugra Akyildiz

DECEMBER 3, 2022

This representation can then function as a single starting point to achieve distinct tasks through fine-tuning with minimal data. Libraries Milvus is an open-source vector database built to power embedding similarity search and AI applications. The code is available in GitHub.

OpenAI 52

OpenAI ChatGPT Data Drift Robotics 52

TensorFlow

APRIL 28, 2023

Posted by Chansung Park and Sayak Paul (ML and Cloud GDEs) Generative AI models like Stable Diffusion 1 that lets anyone generate high-quality images from natural language text prompts enable different use cases across different industries. Stable Diffusion, Stability AI, [link]. It is made available by Stability AI.

Machine Learning 52

Machine Learning Linked Data Deep Learning ML 52

Unite.AI

MARCH 17, 2025

That foundation is the root of innovation itself, and it allows companies to build an analytics model on top (with AI baked-in) to give insights that drive change. Addressing the Data Gap While the sexier customer-facing tech tends to grab all the headlines, its the data analytics behind the scenes that is the real workhorse of AI/GenAI.

AI Strategy 199

AI Strategy Data Quality AI AI 199

Flipboard

NOVEMBER 27, 2024

In the context of enterprise data asset search powered by a metadata catalog hosted on services such Amazon DataZone, AWS Glue, and other third-party catalogs, knowledge graphs can help integrate this linked data and also enable a scalable search paradigm that integrates metadata that evolves over time.

Metadata 149

Metadata Auto-complete Data Discovery ML Engineer 149

Pickl AI

APRIL 1, 2025

For example, if a student is linked to a class, the foreign key will make sure that the class exists in the “class” table before it can be assigned to the student. Linking Data Across Tables Foreign keys create relationships between tables, allowing us to link data meaningfully.

Linked Data 52

Linked Data Data Science Data Integration 52

AWS Machine Learning Blog

DECEMBER 19, 2024

In todays rapidly evolving AI landscape, businesses are constantly seeking ways to use advanced large lan PDF processing PDF is a common format for storing and distributing documents within organizations. This type of dataset is often used in DPO or reinforcement learning from human feedback (RLHF) to improve AI model outputs.

LLM 88

LLM Machine Learning Natural Language Processing ML 88

Bugra Akyildiz

FEBRUARY 16, 2025

By focusing on applications like AI-generated ad creatives, the framework enables self-interested LLM agents to influence joint outputs through strategic bidding while maintaining computational efficiency and incentive compatibility. Shortest is an AI-powered natural language end-to-end testing framework.

LLM 52

LLM Python ETL Prompt Engineer 52