AWS Machine Learning Blog

FEBRUARY 12, 2025

Theres a growing demand from customers to incorporate generative AI into their businesses. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

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Towards AI

MARCH 11, 2025

Author(s): Towards AI Editorial Team Originally published on Towards AI. While another scaling breakthrough would be exciting, an alternative, pragmatic pathway to progress AI capabilities continues to emerge building advanced agents on top of existing foundation models. But scaling what?. Why should you care?

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Data Science Dojo

MARCH 4, 2024

In the drive for AI-powered innovation in the digital world, NVIDIA’s unprecedented growth has led it to become a frontrunner in this revolution. The rise of GPUs (1999) NVIDIA stepped into the AI industry with its creation of graphics processing units (GPUs). The company shifted its focus to producing AI-powered solutions.

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Hacker News

OCTOBER 11, 2024

The release of NVIDIA’s GeForce 256 twenty-five years ago today, overlooked by all but hardcore PC gamers and tech enthusiasts at the time, would go on to lay the foundation for today’s generative AI. From Gaming to AI: The GPU’s Next Frontier As gaming worlds grew in complexity, so too did the computational demands.

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NYU Center for Data Science

DECEMBER 11, 2024

While scientists typically use experiments to understand natural phenomena, a growing number of researchers are applying the scientific method to study something humans created but dont fully comprehend: deep learning systems. The organizers saw a gap between deep learnings two traditional camps.

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Hacker News

SEPTEMBER 24, 2021

This article is part of our special report on AI, “ The Great AI Reckoning. ”. Deep learning is now being used to translate between languages, predict how proteins fold , analyze medical scans , and play games as complex as Go , to name just a few applications of a technique that is now becoming pervasive.

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Hacker News

DECEMBER 12, 2024

Stanford University professor Fei-Fei Li has already earned her place in the history of AI. She played a major role in the deep learning revolution by laboring for years to create the ImageNet dataset and competition, which challenged AI systems to recognize objects and animals across 1,000 categories.

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Dataconomy

OCTOBER 22, 2024

The world of AI research is in constant flux, with breakthroughs emerging at a dizzying pace. Increasingly, big tech companies play a pivotal role in AI research, blurring the lines between academia and industry. Increasingly, big tech companies play a pivotal role in AI research, blurring the lines between academia and industry.

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Towards AI

FEBRUARY 10, 2023

Last Updated on February 13, 2023 by Editorial Team Author(s): Lan Chu Originally published on Towards AI. In this article, I aim to bring attention to the importance of knowing that, even though large AI models are impressive, there are often unacknowledged costs behind them.

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AWS Machine Learning Blog

JULY 10, 2025

AI developers and machine learning (ML) engineers can now use the capabilities of Amazon SageMaker Studio directly from their local Visual Studio Code (VS Code). Keep your preferred themes, shortcuts, extensions, productivity, and AI tools while accessing SageMaker AI features.

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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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AWS Machine Learning Blog

JUNE 15, 2023

Dive into Deep Learning ( D2L.ai ) is an open-source textbook that makes deep learning accessible to everyone. If you are interested in learning more about these benchmark analyses, refer to Auto Machine Translation and Synchronization for “Dive into Deep Learning”.

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AWS Machine Learning Blog

JUNE 6, 2023

This post further walks through a step-by-step implementation of fine-tuning a RoBERTa (Robustly Optimized BERT Pretraining Approach) model for sentiment analysis using AWS Deep Learning AMIs (AWS DLAMI) and AWS Deep Learning Containers (DLCs) on Amazon Elastic Compute Cloud (Amazon EC2 p4d.24xlarge)

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Dataconomy

JUNE 15, 2023

From its humble beginnings to the present day, AI has captivated the minds of scientists and sparked endless possibilities. In recent years, AI has become an integral part of our lives. Ever since the 1940s, artificial intelligence (AI) has been a part of our lives.

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IBM Journey to AI blog

OCTOBER 12, 2023

Early iterations of the AI applications we interact with most today were built on traditional machine learning models. These models rely on learning algorithms that are developed and maintained by data scientists. Due to deep learning and other advancements, the field of AI remains in a constant and fast-paced state of flux.

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Mlearning.ai

APRIL 8, 2023

What is Natural Language Processing (NLP) Natural Language Processing (NLP) is a subfield of artificial intelligence (AI) that deals with interactions between computers and human languages. Additionally, Papers published by NVIDIA AI on efficiently pre-training models has really helped push the boundaries of efficiency and speed.

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AWS Machine Learning Blog

APRIL 16, 2024

Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. About the Authors Thomas Rindfuss is a Sr. Solutions Architect on the Amazon Lex team. Rijeesh Akkambeth Chathoth is a Professional Services Consultant at AWS.

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Pickl AI

JULY 24, 2024

This journey reflects the evolving understanding of intelligence and the transformative impact AI has on various industries and society as a whole. Introduction Artificial Intelligence (AI) has evolved from theoretical concepts to a transformative force in technology and society.

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ODSC - Open Data Science

JUNE 8, 2023

We couldn’t be more excited to announce our first group of partners for ODSC Europe 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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Heartbeat

DECEMBER 14, 2023

Empowering Conversational AI with Contextual Recall Photo by Fredy Jacob on Unsplash Memory in Agents Memory in Agents is an important feature that allows them to retain information from previous interactions and use it to provide more accurate and context-aware responses. Hinton is viewed as a leading figure in the deep learning community.

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Mlearning.ai

JUNE 14, 2023

LLM Learning MindMap: Lucidspark Learning Large Language Models Here is a print friendly view of all the resources. Learning LLMs (Foundational Models) Base Knowledge / Concepts: What is AI, ML and NLP Introduction to ML and AI — MFML Part 1 — YouTube What is NLP (Natural Language Processing)? — YouTube

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AWS Machine Learning Blog

SEPTEMBER 11, 2024

These activities cover disparate fields such as basic data processing, analytics, and machine learning (ML). And finally, some activities, such as those involved with the latest advances in artificial intelligence (AI), are simply not practically possible, without hardware acceleration. Work by Hinton et al.

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Towards AI

JULY 21, 2023

Last Updated on July 21, 2023 by Editorial Team Author(s): Ricky Costa Originally published on Towards AI. But who knows… 3301’s Cicada project started with a random 4chan post in 2012 leading many thrill seekers, with a cult-like following, on a puzzle hunt that encompassed everything from steganography to cryptography.

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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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IBM Journey to AI blog

JULY 15, 2024

In the race to dominate AI , bigger is usually better. More data and more parameters create larger AI systems, that are not only more powerful but also more efficient and faster, and generally create fewer errors than smaller systems. “And it turns out you can build a whole hell of a lot of AI with a whale-sized supercomputer.”

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Flipboard

AUGUST 17, 2023

The policy looks like the following code: { "Version": "2012-10-17", "Statement": [ { "Action": "redshift:getclustercredentials", "Effect": "Allow", "Resource": [ "*" ] } ] } After this setup, SageMaker Data Wrangler allows you to query Amazon Redshift and output the results into an S3 bucket.

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ODSC - Open Data Science

MAY 1, 2023

Pedro Domingos, PhD Professor Emeritus, University Of Washington | Co-founder of the International Machine Learning Society Pedro Domingos is a winner of the SIGKDD Innovation Award and the IJCAI John McCarthy Award, two of the highest honors in data science and AI.

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Mlearning.ai

JUNE 18, 2023

AI for Paupers, Misers and Cheapskates Make no mistake — AI is extremely energy intensive. Not only do the latest AI models require large amounts of electricity to run, they also require optimal hardware such as dedicated GPUs to run fast. This opens up plenty of opportunities, as many AI models are not written in Python.

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Heartbeat

OCTOBER 9, 2023

Artificial Intelligence (AI) Integration: AI techniques, including machine learning and deep learning, will be combined with computer vision to improve the protection and understanding of cultural assets. Barceló and Maurizio Forte edited "Virtual Reality in Archaeology" (2012). Brutto, M.

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The MLOps Blog

NOVEMBER 30, 2022

These days enterprises are sitting on a pool of data and increasingly employing machine learning and deep learning algorithms to forecast sales, predict customer churn and fraud detection, etc., Most of its products use machine learning or deep learning models for some or all of their features.

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Hacker News

FEBRUARY 14, 2023

” So let’s say we’ve got the text “ The best thing about AI is its ability to ” Imagine scanning billions of pages of human-written text (say on the web and in digitized books) and finding all instances of this text—then seeing what word comes next what fraction of the time.

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DrivenData Labs

SEPTEMBER 10, 2024

Many teams combined technical skills in AI/ML with domain knowledge in neuroscience, aging, or healthcare. Chattopadhyay leads innovative research at the intersection of AI and healthcare, developing predictive models and AI-driven tools to address complex medical challenges.

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DrivenData Labs

MAY 1, 2025

changes between 2003 and 2012). I studied Computer Science and really enjoyed the AI space, although hardware resources were always limited, which shaped my push to always simplify. Our AI research also investigates potential interactions with receptors like GLP-1, GIP, and CB1.

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Hacker News

JULY 4, 2025

The average graphical performance impact is 4%, with no impact on AI and Compute workloads. That upscaling tech is the now ubiquitous DLSS, or Deep Learning Super Sampling [7]. Affected consumers can contact the board manufacturer for a replacement. The production anomaly has been corrected.

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Flipboard

JULY 31, 2023

We will discuss what to look for in a dataset, provide an overview of the most popular datasets this year, share successful case studies, and even offer guidance on preparing your own dataset for machine learning. So, let’s dive in and explore the fascinating world of machine learning datasets! edges, corners, or color histograms).

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AWS Machine Learning Blog

APRIL 15, 2025

Amazon Web Services (AWS) provides highly optimized and cost-effective solutions for deploying AI models, like the Mixtral 8x7B language model, for inference at scale. Your trust relationship should look like the following: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Principal": { "Service": [ "ec2.amazonaws.com",

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AWS Machine Learning Blog

OCTOBER 11, 2024

Customers across all industries are experimenting with generative AI to accelerate and improve business outcomes. They contribute to the effectiveness and feasibility of generative AI applications across various domains.

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