Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. These steps will guide you through deleting your knowledge base, vector database, AWS Identity and Access Management (IAM) roles, and sample datasets, making sure that you don’t incur unexpected costs.

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Flipboard

JUNE 30, 2025

Nalini Nirad by Ankush Das Creative Commons (CC) has launched a new initiative called ‘CC Signals’ to help data holders express how their content can be reused by AI systems, marking a pivotal move in shaping norms for the age of machine learning. 📣 Want to advertise in AIM? Have a tip?

AI 65

AI AI AWS Data Scientist 65

Flipboard

JUNE 9, 2025

by Ankush Das It is no surprise that developers are using AI models to write their code. by Ankush Das It is no surprise that developers are using AI models to write their code. I was an AI sceptic. Max Mitchell , senior software engineer at tastytrade, mentioned that it offers rare visibility into human-AI pair programming.

AWS 71

AWS Data Engineering Data Engineering Data Engineering 71

Iguazio

APRIL 28, 2025

Two years after Seagate first shared their AI and MLOps success story, the data storage leader is now revealing how far they've come since then. In this blog post, youll see how the team manages thousands of AI models in production with only a few team members. This setup happens once per toolset and is stored in a database.

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ML ML Clustering Database 69

ODSC - Open Data Science

MARCH 23, 2023

Each month, ODSC has a few insightful webinars that touch on a range of issues that are important in the data science world, from use cases of machine learning models, to new techniques/frameworks, and more. So here’s a summary of a few recent webinars that you’ll want to watch. This is why we want to begin highlighting them for you.

Data Science 52

Data Science Data Lakes Machine Learning Machine Learning 52

Flipboard

JUNE 25, 2025

by Ankush Das AI may be rewriting the rules of software development, but it hasn’t erased the thrill of being a programmer. He believes AI will play the same role that personal computers and smartphones once did: expanding what developers can build, not replacing them. Right now is the absolute best time.”

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AI AI Data Engineering Data Engineering 110

Dataconomy

APRIL 20, 2023

Are you looking for the best AI video generators? That’s why many people are turning to AI video generators, which are software tools that use artificial intelligence to create videos from text, images, audio, or other sources. However, not all AI video generators are created equal. If so, you are on the right way!

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AI AI Artificial Intelligence Artificial Intelligence 222

Dataconomy

JULY 1, 2025

Database records: Structured data stored in databases. This is particularly important for managing digital content, including: Zoom recordings: Digital meetings and webinars that must be stored securely. Reports: Summaries of activities, findings, or financial performance. Information storage: Locations where records are kept.

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Database Data Governance Business Intelligence Business Intelligence 91

IBM Journey to AI blog

APRIL 16, 2024

As technology expands, at TechD , we know that the quality of generative AI (gen AI) depends on accurate data sourcing. Through the implementation of generative AI we are able to expand our knowledge to many individuals easily, quickly and efficiently becoming a resource.

Natural Language Processing 101

Natural Language Processing Database AI AI 101

AWS Machine Learning Blog

AUGUST 7, 2024

AI chatbots and virtual assistants have become increasingly popular in recent years thanks the breakthroughs of large language models (LLMs). It works by first retrieving relevant responses from a database, then using those responses as context to feed the generative model to produce a final output.

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Smart Data Collective

FEBRUARY 21, 2021

One of the most important benefits of using data analytics is that it can improve AI algorithms. This is important, since AI is integral to modern lead generation. So now the question is, how can you use your databases to generate more high-quality leads? Create Webinars. If you have enough resources, make a free webinar.

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Analytics Analytics Big Data Big Data 120

ODSC - Open Data Science

NOVEMBER 28, 2024

A 2-for-1 ODSC East Black Friday Deal, Multi-Agent Systems, Financial Data Engineering, and LLM Evaluation ODSC East 2025 Black Friday Deal Take advantage of our 2-for-1 Black Friday sale and join the leading conference for data scientists and AI builders. Learn, innovate, and connect as we shape the future of AI — together!

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52

Flipboard

NOVEMBER 17, 2024

RAG transforms unstructured data into embedded chunks stored in vector databases, using semantic similarity matching to retrieve relevant context for LLM queries. Moreover, it combines vector and graph databases to overcome the limitations of traditional LLM applications using ontology-guided knowledge graphs.

Database 121

Database Artificial Intelligence Artificial Intelligence ML 121

AWS Machine Learning Blog

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Generative AI is set to revolutionize user experiences over the next few years. A crucial step in that journey involves bringing in AI assistants that intelligently use tools to help customers navigate the digital landscape. In this post, we demonstrate how to deploy a contextual AI assistant.

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AWS Natural Language Processing AI AI 95

Precisely

JULY 3, 2025

Whether you’re building customer-facing apps, streamlining operations, or training AI models, success depends on having reliable, real-time access to your location data across the business. Yet without it, your analyses are incomplete, your AI models are limited, and your operations are less efficient than they could be.

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Data Lakes AI AI Analytics 59

Flipboard

DECEMBER 6, 2023

needed to address some of these challenges in one of their many AI use cases built on AWS. During the embeddings experiment, the dataset was converted into embeddings, stored in a vector database, and then matched with the embeddings of the question to extract context. Based on the initial tests, this method showed great results.

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SQL Database AWS Machine Learning 166

IBM Journey to AI blog

JANUARY 26, 2024

Join our webinar to explore more Furthermore, users can analyze the impact of executing Turbo actions on the underlying entity KPIs. Watch our new release webinar to learn more about this update. You can also leverage artificial intelligence (AI) to get action recommendations based on event context.

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Database Clustering Artificial Intelligence Artificial Intelligence 108

AWS Machine Learning Blog

SEPTEMBER 24, 2024

The rise of generative artificial intelligence (AI) has brought an inflection of foundation models (FMs). Goldman Sachs estimated that generative AI could automate 44% of legal tasks in the US. AWS AI and machine learning (ML) services help address these concerns within the industry.

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AWS AI AI ML 103

ODSC - Open Data Science

APRIL 18, 2025

In the ever-evolving world of AI, large language models like GPT-4 have earned celebrity status, much of it thanks to user-friendly designs and its ability to mimic human language and generate content across domains. Any AI pro knows that despite the hype, LLMs arent omniscient. Ready to join Week 3 of the AI bootcamp?

Database 52

Database Data Scientist AI AI 52

ODSC - Open Data Science

JANUARY 16, 2025

AI Builders LLM Sessions Going on Now, AI Agent Selection, the Top Language Models for 2025, and AI Project Portability Next weeks AI Builders Summit theme isRAG! ODSC AI Trends and Adoption SurveyLast week to complete! What can AI do to lower carbon footprints and make supply chainsgreener?

AI 40

AI AI AWS Data Science 40

IBM Journey to AI blog

SEPTEMBER 19, 2023

Instana can track calls made to the external endpoint and tell Carlos that there is a database call the external task depends on that is timing out. Now Carlos can focus on getting that database healthy and the activities back on track. Measure Yourself the Way the Business Measures You.”

Database 94

Database 94

Data Science Dojo

APRIL 18, 2024

Large language models are powerful AI-powered language tools trained on massive amounts of text data, like books, articles, and even code. Some LLMs, like LaMDA by Google AI , can help you brainstorm ideas and even write different creative text formats based on your initial input. billion parameter model developed by Mistral AI.

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Database Natural Language Processing Predictive Analytics AI 195

Flipboard

JUNE 9, 2025

by Mohit Pandey India’s mission to build sovereign AI is slowly taking shape. by Mohit Pandey India’s mission to build sovereign AI is slowly taking shape. Since 2023, firms like TCS, Wipro and Infosys have partnered with NVIDIA to train hundreds of thousands of employees and boost their AI capabilities for enterprise offerings.

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AWS AI AI Data Engineering 65

Iguazio

JULY 22, 2024

AI and generative Al can lead to major enterprise advancements and productivity gains. One popular gen AI use case is customer service and personalization. Gen AI chatbots have quickly transformed the way that customers interact with organizations. Another less obvious use case is fraud detection and prevention.

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AI AI ML ML 132

IBM Journey to AI blog

AUGUST 31, 2023

Conversational search uses generative AI to free up human authors from writing and updating answers manually; this accelerates time to value and decreases the total cost of ownership of virtual assistants. Stay tuned for more updates on IBM watsonx Assistant’s generative AI capabilities.

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AI AI Artificial Intelligence Artificial Intelligence 102

ODSC - Open Data Science

FEBRUARY 13, 2023

With ODSC’s Ai+ Live Training platform , you can stay up-to-date with what the leading experts in the field are doing, get hands-on instruction with new tools, and see what the future has in store for the field of AI. Here’s our list of the top ten free AI+ Training sessions and the top paid ones that you can get with a subscription.

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Machine Learning Machine Learning Deep Learning Deep Learning 98

AWS Machine Learning Blog

FEBRUARY 12, 2025

Generative AI has emerged as a transformative force, captivating industries with its potential to create, innovate, and solve complex problems. Responsible AI Implementing responsible AI practices is crucial for maintaining ethical and safe deployment of RAG systems.

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AWS Machine Learning Machine Learning AI 106

AWS Machine Learning Blog

FEBRUARY 19, 2024

Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution. The document embeddings are split into chunks and stored as indexes in a vector database. We use the Amazon letters to shareholders dataset to develop this solution.

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AWS Database Machine Learning Machine Learning 138

ODSC - Open Data Science

OCTOBER 19, 2023

Grab one for access to Keynote Talks, Demo Talks, the AI Expo and Demo Hall, and Extra Events. Trending AI GitHub Repos: Week of October 9, 2023 This week’s trending GitHub AI repos have been highlighted by tools that streamline LLMs, integrate GPT models, and store data. Attend in-person or virtually!

Citizen Data Scientist 97

Citizen Data Scientist AI AI Data Science 97

AWS Machine Learning Blog

MARCH 7, 2025

This capability enhances responses from generative AI applications by automatically creating embeddings for semantic search and generating a graph of the entities and relationships extracted from ingested documents. For Vector database , select Quick create a new vector store and then select Amazon Neptune Analytics (GraphRAG).

Analytics 125

Analytics Analytics AWS Natural Language Processing 125

ODSC - Open Data Science

APRIL 17, 2025

The Power of Context: How Graph Technology is Reshaping AI and Decision-Making Learn how graph technology brings context to AI, improves decision-making, and powers real-world applications from cybersecurity to explainability. Join free AI Insight Talks on GenAI, agents, RAG, optimization, andmore! Claim the dealhere!

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

AWS Machine Learning Blog

JANUARY 31, 2024

In addition to semantic search, you can use embeddings to augment your prompts for more accurate results through Retrieval Augmented Generation (RAG)—but in order to use them, you’ll need to store them in a database with vector capabilities. The example matches a user’s query to the closest entries in an in-memory vector database.

Natural Language Processing 134

Natural Language Processing AWS Machine Learning Machine Learning 134

AWS Machine Learning Blog

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. With Amazon Titan Multimodal Embeddings, you can generate embeddings for your content and store them in a vector database.

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K-nearest Neighbors AWS Machine Learning Machine Learning 137

ODSC - Open Data Science

MAY 22, 2025

ODSC West is backbringing together the brightest minds in AI to deliver cutting-edge insights. Train with experts in: LLMs & GenAI Agentic AI & MLOps Machine Learning & Deep Learning NLP, Robotics, and More Get one of the first passeshere! Design, deploy, and scale autonomous AI agents in hands-on, expert-led sessions.

Data Scientist 52

Data Scientist Machine Learning Machine Learning AI 52

ODSC - Open Data Science

JANUARY 30, 2025

Next weeks AI Builders Summit theme is AI Builders! Theres still time to catch todays AI Agents sessions! You can also sign up for next weeks AI Builders talks and tutorials. What is Grounding in AI and What are the Best Techniques? What are some AI grounding techniques to get youthere?

AI 52

AI AI Azure Data Science 52

AWS Machine Learning Blog

MARCH 1, 2024

Context is retrieved from the vector database based on the user query. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23.

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AWS Machine Learning Machine Learning Database 139