AWS Machine Learning Blog

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. In this post, we discuss the different stacks of a generative AI workload and what those considerations should be.

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AWS Machine Learning Blog

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. To do this, the text input is transformed into a structured representation, and from this representation, a SQL query that can be used to access a database is created. The primary goal is to automatically generate SQL queries from natural language text.

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Flipboard

NOVEMBER 24, 2023

Many customers are building generative AI apps on Amazon Bedrock and Amazon CodeWhisperer to create code artifacts based on natural language. Amazon Bedrock is the easiest way to build and scale generative AI applications with foundation models (FMs). This post was co-written with Greg Benson, Chief Scientist; Aaron Kesler, Sr.

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AWS Machine Learning Blog

MARCH 10, 2025

The intersection of AI and financial analysis presents a compelling opportunity to transform how investment professionals access and use credit intelligence, leading to more efficient decision-making processes and better risk management outcomes. It became apparent that a cost-effective solution for our generative AI needs was required.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. And although generative AI has appeared in previous events, this year we’re taking it to the next level. And although our track focuses on generative AI, many other tracks have related sessions.

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ODSC - Open Data Science

FEBRUARY 28, 2023

We couldn’t be more excited to announce our first group of partners for ODSC East 2023’s AI Expo and Demo Hall. These organizations are shaping the future of the AI and data science industries with their innovative products and services. SAS One of the most experienced AI leaders, SAS delivers AI solutions to enhance human ingenuity.

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Smart Data Collective

OCTOBER 13, 2021

Fast Company wrote about this back in 2013 when they said that Big Data is Rewriting Hollywood Scripts. If you can write your ideas and script on a piece of paper, then you can use big data and AI technology to create visuals for the presentation. There is a large database that can help you find what you are looking for.

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Flipboard

JULY 19, 2023

We create embeddings for each segment and store them in the open-source Chroma vector database via langchain’s interface. We save the database in an Amazon Elastic File System (Amazon EFS) file system for later use. In entered the Big Data space in 2013 and continues to explore that area. text.strip().replace('n',

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Tableau

JANUARY 27, 2021

In 2020, we added the ability to write to external databases so you can use clean data anywhere. We’ll never dictate your technology stack, database preferences, or analytics strategy, so you can rely on Tableau no matter what data you have, no matter where it is. . And we extended the Prep connectivity options.

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IBM Journey to AI blog

JANUARY 10, 2023

Netezza Performance Server (NPS) has recently added the ability to access Parquet files by defining a Parquet file as an external table in the database. All SQL and Python code is executed against the NPS database using Jupyter notebooks, which capture query output and graphing of results during the analysis phase of the demonstration.

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AWS Machine Learning Blog

JUNE 23, 2023

Prerequisites For this post, the administrator needs the following prerequisites: A Snowflake user with administrator permission to create a Snowflake virtual warehouse, user, and role, and grant access to this user to create a database. The dataset includes credit card transactions in September 2013 made by European cardholders.

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Dataconomy

AUGUST 25, 2023

Some commonly used datasets include CK+ (Extended Cohn-Kanade dataset), MMI (Multimedia Understanding Group database), AffectNet, and FER2013 (Facial Expression Recognition 2013). Model interpretability: AI models used for emotion detection need to be interpretable to understand the patterns and features influencing predictions.

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Mlearning.ai

JUNE 16, 2023

The current practice of building AI applications in the Medical Imaging space often sticks to a suboptimal approach. AI practitioners obtained impressive results for classification datasets², object detection tasks⁹, image captioning⁵, semantic segmentation¹, and many others. The most common transfer learning recipe is suboptimal.

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AWS Machine Learning Blog

FEBRUARY 2, 2024

One of the most useful application patterns for generative AI workloads is Retrieval Augmented Generation (RAG). Because embeddings are an important source of data for NLP models in general and generative AI solutions in particular, we need a way to measure whether our embeddings are changing over time (drifting).

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phData

MAY 17, 2024

USE ROLE admin; GRANT USAGE ON DATABASE admin_db TO ROLE analyst; GRANT USAGE ON SCHEMA admin_schema TO ROLE analyst; GRANT CREATE SNOWFLAKE.ML.FORECAST ON SCHEMA admin_db.admin_schema TO ROLE analyst; Next, let’s create the table to house the historical data in our Walmart Demand Forecasting. Explore phData's Generative AI Services Today!

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Tableau

JANUARY 27, 2021

In 2020, we added the ability to write to external databases so you can use clean data anywhere. We’ll never dictate your technology stack, database preferences, or analytics strategy, so you can rely on Tableau no matter what data you have, no matter where it is. . And we extended the Prep connectivity options.

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Heartbeat

DECEMBER 8, 2023

A Guide to Enhancing AI with Strategic Decision-Making and Tool Integration Photo by julien Tromeur on Unsplash Agents in LangChain Agents in LangChain are systems that use a language model to interact with other tools. Question: {input} Thought:{agent_scratchpad} query = """ Who is the current Chief AI Scientist at Meta AI?

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ML Review

MAY 3, 2018

This topic, when broached, has historically been a source of contention among linguists, neuroscientists and AI researchers. This partial disintegration of some research silos, or the encouragement of greater interdisciplinary work using AI-tools and techniques, follows on from our remarks about the combinatorial nature of knowledge.

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Hacker News

MARCH 20, 2023

We tried several methods to reconstruct its original appearance: In 2013 we commissioned a picture by Greg O’Leary , a professional portrait artist. He used a suite of professional AI tools to create a lifelike reconstruction of the Somerton Man. There are more than 20 such databases, 23andMe and Ancestry being the largest.

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Hacker News

MARCH 18, 2025

And as a first indication of this, we can plot the number of new Life structures that have been identified each year (or, more specifically, the number of structures deemed significant enough to name, and to record in the LifeWiki database or its predecessors): Theres an immediate impression of several waves of activity.

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Cambridge Intelligence

AUGUST 20, 2024

” First release: 2013 Top 3 advantages: Modular, component-based architecture Innovative virtual DOM Strong community With its huge community, React has an unrivaled number of supporting community packages, to help with everything from routing to data visualization. We can also help you find the right graph database for your project.

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DrivenData Labs

DECEMBER 7, 2023

The four solutions that won overall prizes each used different approaches and tools, including ChatGPT, Text2Text Generation, FAISS (Facebook AI Similarity Search), and DBSCAN clustering. However, it wasn't the use of sophisticated tools alone that made for strong submissions. What motivated you to participate? :

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Hacker News

APRIL 27, 2025

Even after years of trawling the invaluable Lumen Database , the scale of online copyright infringement today still manages to surprise week after week. The nature of a sizeable number of the takedown notices in question brings to mind the Lumen Database’s original name, Chilling Effects.

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Pickl AI

FEBRUARY 23, 2025

Real-Time Data Analysis: Connects seamlessly with various databases for live analysis. Statistics: Tableau has been recognized as a leader in the Gartner Magic Quadrant for Analytics and Business Intelligence Platforms since 2013.

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Hacker News

FEBRUARY 7, 2025

Since President Trump’s second inauguration, Musk’s DOGE team has gained access to a truly staggering amount of personal and sensitive data on American citizens, moving quickly to seize control over databases at the U.S. Wired first reported on Feb. attorney general, among others. attorney general, among others.

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Flipboard

MARCH 18, 2025

This years list of biotech companies reflects the evolving impact of AI, a growing interest in cutting-edge research tools for single-cell analysis and spatial proteomics, and clinical advances for novel drug candidates that promise more convenient and effective treatment for conditions impacting millions of Americans.

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