Dataconomy

AUGUST 2, 2023

Traditional communication technologies like Wi-Fi have served us well, but researchers have been tirelessly exploring innovative alternatives to push the limits of data transfer speeds even further. These pulses are transmitted at a rate beyond the human eye’s ability to perceive, making the communication invisible to users.

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Internet of Things 91

Chatbots Life

MAY 15, 2023

Our CX team has extensively researched the best use cases for this technology, and we’re excited to share our insights with you. Customers appreciate when chatbots can accurately and efficiently provide the information they need, without requiring them to go through multiple steps or talk to a human representative.

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Pickl AI

JULY 12, 2023

The films take place in a dystopian future where humans are unknowingly trapped in a simulated reality called “the Matrix,” while their bodies are used as an energy source by intelligent machines. The movie explores themes of data analysis, machine learning, and human-computer interaction.

Data Science 52

Data Science Artificial Intelligence Artificial Intelligence Data Analysis 52

ODSC - Open Data Science

MARCH 8, 2024

To address these limitations, researchers have turned to Retrieval-Augmented Generation (RAG) as a promising solution. This means that, for example, the embeddings representing two words or concepts that are semantically similar, will be mathematically close within the multi-dimensional space. Interpretable Knowledge Integration.

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Azure Data Science AI AI 52

AWS Machine Learning Blog

FEBRUARY 29, 2024

client("bedrock-runtime") # Start with the query prompt = "For medical research trial consent forms to sign, what are the top 5 questions can be asked?" Make sure you understand the goals of the research and what the study procedures will entail', 'What are the risks and potential benefits? strip() for item in response.strip().split("nn")[1:-1]

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AWS Machine Learning Machine Learning ML 107

DrivenData Labs

MAY 24, 2023

The NAS is investing in new ways to bring vast amounts of data together with state-of-the-art machine learning to improve air travel for everyone. He is interested in researching human cognition and computational methods for modeling the brain. Together they lead a research group in privacy-preserving machine learning (PPML).

Machine Learning 225

Machine Learning Machine Learning Decision Trees Data Science 225

AWS Machine Learning Blog

AUGUST 16, 2023

This is a guest blog post co-written with Ben Veasey, Jeremy Anderson, Jordan Knight, and June Li from Travelers. Training machine learning (ML) models to interpret this data, however, is bottlenecked by costly and time-consuming human annotation efforts. One way to overcome this challenge is through self-supervised learning (SSL).

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ML ML AWS Data Scientist 70

Dataconomy

FEBRUARY 9, 2024

One autumn morning, a particularly vivid dream painted a clear picture: he was weightless, floating amongst the stars, a bright white acorn-shaped space helmet protecting his head. Not quite space, but closer than yesterday. He knew that to reach the stars, he needed to learn all he could about space and science.

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AI AI Artificial Intelligence Artificial Intelligence 194

AWS Machine Learning Blog

OCTOBER 6, 2023

Building on the concept of dynamically fetching up-to-date data to produce personalized content, the use of LLMs has garnered significant attention in recent research for recommender systems. Next, we recommend “Interstellar” (2014), a thought-provoking and visually stunning film that delves into the mysteries of time and space.

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AI AI Natural Language Processing ML 106

Pickl AI

JUNE 8, 2023

Artificial Intelligence has become a huge part of the daily lives of people and is a branch of science that is focused on stimulating human intelligence using machines. This makes the system somewhat dependable for administering highly competitive tests without the hassle and danger that comes with travelling to a testing centre.

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Artificial Intelligence Artificial Intelligence AI AI 52

Dataconomy

MAY 30, 2023

Ambient intelligence deals with a new world where computing devices are spread everywhere, allowing the human being to interact in physical world environments in an intelligent and unobtrusive way. However, research and technological advancements have indicated a different trajectory. What is ambient intelligence?

Algorithm 103

Algorithm Artificial Intelligence Artificial Intelligence Internet of Things 103

AWS Machine Learning Blog

SEPTEMBER 1, 2023

After the completion of the research phase, the data scientists need to collaborate with ML engineers to create automations for building (ML pipelines) and deploying models into production using CI/CD pipelines. Main use cases are around human-like chatbots, summarization, or other content creation such as programming code.

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Google Research AI blog

MARCH 3, 2023

Posted by Krzysztof Choromanski, Staff Research Scientist, Robotics at Google, and Xuesu Xiao, Visiting Researcher, George Mason University Despite decades of research, we don’t see many mobile robots roaming our homes, offices, and streets. Real-world robot navigation in human-centric environments remains an unsolved problem.

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ML ML Machine Learning Machine Learning 135

Hacker News

FEBRUARY 24, 2024

In addition, if too much of a planet-scale computer’s mass is concentrated in one place, “it could implode under its own weight,” says Anders Sandberg , a senior research fellow at the University of Oxford’s Future of Humanity Institute. Paradise was supposed to be the great project to unite humanity. Our triumph over death!

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Azure AI AI Algorithm 173

AWS Machine Learning Blog

JANUARY 26, 2024

Begin increasing organizational resiliency by socializing your teams to consider AI, ML, and generative AI security a core business requirement and top priority throughout the whole lifecycle of the product, from inception of the idea, to research, to the application’s development, deployment, and use.

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AWS AI AI ML 117

DataRobot

APRIL 22, 2021

Now all of 20, she had a vision for her future when she was seven years old and attended her first Space Camp. At 16, Alyssa participated in the Advanced PoSSUM (Project Polar Suborbital Science in the Upper Mesosphere) Space Academy. I want to do space robotics.’ Astrobiology is going to be pretty big in the space industry.”.

AI 98

AI AI 98

ODSC - Open Data Science

JUNE 5, 2023

Be sure to check out his talk, “ Space Science with Python — Enabling Citizen Scientists ,” there! Astronomy and space science appear so … far away (pun maybe intended). Thankfully, as enthusiastic coders, we have THE major astronomy and space science tool to work on all these data, theories, and insights: Python !

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Python Machine Learning Machine Learning Data Science 85

Towards AI

SEPTEMBER 4, 2023

Image by Freepik AI Generator Embrace Curiosity and Interdisciplinary Collaboration, not Compartmentalization As Oppenheimer traveled from state to state to seek the best scientists in each field, you can see how his work was not confined to a single discipline. From research to projects and ideas. Connect and share them with me.

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AI AI Artificial Intelligence Artificial Intelligence 110

Dataconomy

APRIL 5, 2023

As artificial intelligence continues to play an increasingly integral role in human computer interaction, ChatGPT has emerged as a powerful tool, providing a platform for users to engage with AI through natural language processing and innovative plugins.

Artificial Intelligence 70

Artificial Intelligence Artificial Intelligence AI AI 70

AWS Machine Learning Blog

OCTOBER 6, 2023

Background of multimodality models Machine learning (ML) models have achieved significant advancements in fields like natural language processing (NLP) and computer vision, where models can exhibit human-like performance in analyzing and generating content from a single source of data. Outside of work, he enjoys reading and traveling.

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AI AI AWS ML 92

AWS Machine Learning Blog

MARCH 13, 2024

Gemma model Gemma is a family of lightweight, state-of-the-art models built from the same research and technology used to create the Gemini models. Researching the etymology also exposes you to related words and concepts. Review them regularly or use spaced repetition software like Anki to optimize your learning.

Machine Learning 101

Machine Learning Machine Learning Algorithm Python 101

AWS Machine Learning Blog

SEPTEMBER 5, 2023

Its significance is underscored by the protection it provides users from exposure to inappropriate content, safeguarding their well-being in digital spaces. Challenges in content moderation Traditional content moderation methods, such as human-based moderation, can’t keep up with the growing volume of user-generated content (UGC).

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ML ML AI AI 90

Hacker News

MAY 21, 2023

Inside today’s computers, phones, and other mobile devices, more and more sensors, processors, and other electronics are fighting for space. And the most space-consuming part of the camera is the lens. These lenses can be extremely thin—a few hundred micrometers thick, about twice the thickness of a human hair.

Algorithm 127

Algorithm 127

Chatbots Life

MAY 12, 2023

The model has demonstrated extraordinary abilities in generating both code and textual responses that are not only coherent but most often factually correct and in line with the current human knowledge. Unfortunately, the model’s release wasn’t accompanied by a research paper, and its only official description can be found on the OpenAI blog.

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AI AI ML ML 105

AWS Machine Learning Blog

OCTOBER 17, 2023

This means that if the dairy industry wants to free capacity to focus on producing highly processed products, create new products, and conduct more innovative biotechnology research, it must first improve and stabilize the production and quality of raw milk. Research Before discussing technology, research had to be conducted.

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AWS AI AI Algorithm 91

ODSC - Open Data Science

JULY 11, 2023

Last November, researchers at OpenAI released a test version of conversational AI called ChatGPT, which allows people and machines to communicate in very human-like ways. [2] It is worth noting that ChatGPT is firmly in the camp of human and machine collaboration; it is not just machine derived.

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Data Lakes AI AI Cloud Computing 40

AWS Machine Learning Blog

SEPTEMBER 29, 2023

Then, the features are transformed into image space, and finally converted into contours. About the authors Lydia Lihui Zhang is the Business Development Specialist at Planet Labs PBC, where she helps connect space for the betterment of earth across various sectors and a myriad of use cases. She believes data (like art!)

Machine Learning 106

Machine Learning Machine Learning ML ML 106

Hacker News

FEBRUARY 3, 2023

It also helps that phenomena about things like molecules in statistical mechanics are much more familiar to us today than those about atoms of space or branches of multiway systems. In particular, in our Physics Project it now emerges as fundamental to the structure of space itself —as well as to the phenomenon of quantum mechanics.

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Computer Science Computer Science Algorithm Machine Learning 162

AWS Machine Learning Blog

DECEMBER 6, 2023

Retrieval Augmented Generation With Retrieval Augmented Generation, you can encode a database of information into a vector space where the proximity between vectors represents their relevance/semantic similarity. Both steps require an embedding model to translate our human-readable plain text into semantic vector space.

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Database AWS ML ML 87

AssemblyAI

JUNE 27, 2023

In this article, we take an overview of some exciting new advances in the space of Generative AI for audio that have all happened in the past few months , explaining where the key ideas come from and how they come together to bring audio generation to a new level. The SoundStream decoder then generates a music clip ( source ).

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AI AI Deep Learning Deep Learning 119

AWS Machine Learning Blog

OCTOBER 9, 2023

The average brown rat is large and stocky; it grows to be approximately sixteen inches long from its nose to its tail—the size of a large adult human male’s foot—and weighs about a pound, though brown rats have been measured by scientists and exterminators at twenty inches and up to two pounds.

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AI AI ML ML 93

Dataconomy

MARCH 12, 2024

Imagine a global brain trust, constantly collaborating, sharing knowledge, and tackling problems on a scale humanity has never witnessed. For instance, algorithms like AES-256 can safeguard sensitive data as it travels, protecting it from unauthorized access. First, robust encryption throughout the network is crucial.

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AI AI Artificial Intelligence Artificial Intelligence 113

AWS Machine Learning Blog

FEBRUARY 20, 2023

The text must first be embedded into a latent space using a language model. Then, a series of noise addition and noise removal operations are performed in the latent space with a U-Net architecture. Finally, the de-noised output is decoded into the pixel space. If training on human faces, you may need more images.

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Algorithm Python Machine Learning Machine Learning 78

AWS Machine Learning Blog

SEPTEMBER 6, 2023

Generative AI foundation models have been the focus of most of the ML and artificial intelligence research and use cases for over a year now. Llama 2 is intended for commercial and research use in English. He got his PhD from University of Illinois at Urbana-Champaign and was a Post Doctoral Researcher at Georgia Tech.

ML 92

ML ML Machine Learning Machine Learning 92

AWS Machine Learning Blog

MARCH 1, 2023

It utilizes a text prompt or an image encoder to encode textual and visual information into a multimodal embedding space, enabling highly accurate segmentation of target objects based on the prompt. Therefore, the fashion designs generated by AI may not be as varied or unique as those created by human designers.

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AI AI ML ML 79

DrivenData Labs

DECEMBER 7, 2023

His main research interests revolve around applications of Network Analysis and Natural Language Processing methods. She has contributed to projects at the World Bank and various market research organizations. Outside of work, I enjoy traveling and comedy shows. What motivated you to participate?

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Natural Language Processing Clustering Data Science Data Analysis 130

AWS Machine Learning Blog

APRIL 18, 2023

In simpler terms, it’s a way to measure how well the model can understand and generate human-like language. His research interests are in the area of natural language processing, explainable deep learning on tabular data, and robust analysis of non-parametric space-time clustering.

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