Google Research AI blog

JUNE 7, 2023

SQuId takes an utterance as input and an optional locale tag (i.e., The pooling / regression layer aggregates the vectors, appends the locale tag, and feeds the result into a fully connected layer that returns a score. To understand the impact of cross-locale transfer, we run a series of ablation studies.

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DataRobot

MARCH 10, 2021

In this blog post, I will focus on the use of the word autonomous , the dangers of using it with stakeholders, and, in the context of customer experience, the inaccurate perception that all things can be automated, eliminating the need for interactions between employees and customers. I quickly tagged that match as a false positive.

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IBM Data Science in Practice

MARCH 8, 2023

According to a McKinsey study , an estimated 88% of machine learning models are never taken into production. Source: IBM Cloud Pak for Data Feature Catalog Users can manage feature definitions and enrich them with metadata, such as tags, transformation logic, or value descriptions. Spark, Flink, etc.)

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Heartbeat

JULY 11, 2023

The study of artificial intelligence (AI)’s Natural Language Processing (NLP) subfield is concerned with how computers and human language interact. NLP can also identify relationships between different pieces of content, enabling marketers to categorize and tag their content more effectively.

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AWS Machine Learning Blog

MAY 15, 2024

In this post, we focus on a text generation use case, and can choose from Amazon Titan Text G1 and other models on Amazon Bedrock, including Anthropic Claude , AI21 Labs Jurassic , Meta Llama 2 , and Cohere Command. With the ability to scale up to 200,000-token context windows, Anthropic Claude v2.1 English characters.

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AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. For instance, “Generate radiology report impressions based on the following findings and output it within tags.”

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Explosion

AUGUST 21, 2016

In many cases, the creation of annotated data can seem like the ultimate unskilled labour. Let’s say you want to demonstrate how well your newly trained technology company tagging model works. Hopefully, your back-end service will reliably tag “Facebook”, which you could then highlight on the screen.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

By reading this post, you will learn about the Cost Optimization pillar in the Well-Architected Framework with the IDP case study. You might have encountered cases when the financial team independently performs financial planning for your cloud usage, which turned out to be disrupted by the technical complexity.

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AWS Machine Learning Blog

OCTOBER 17, 2023

Today, let’s review a case study where AWS and New Hope Dairy collaborated to build a smart farm on the cloud. From this blog post, you can have a deep understanding about what AWS can provide for building a smart farm and how to build smart farm applications on the cloud with AWS experts.

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Mlearning.ai

FEBRUARY 6, 2023

In these cases, is the detection model wrong? The Ethical Problems The above problems, while serious, were all due to various edge cases in the text input. However, even with a non-problematic input, chatbot-detecting models can and will be wrong in many cases. Is this different from summarizing articles online?

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Mlearning.ai

MAY 23, 2023

Hey guys, in this blog we will see some of the most asked Data Science Interview Questions by interviewers in [year]. Read the full blog here —  [link] Data Science Interview Questions for Freshers 1. The selection bias occurs in the case when the researcher has to make a decision on which participant to study.

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The MLOps Blog

OCTOBER 3, 2023

When I was in college, I studied anthropology and economics. So that seemed like the logical area of study. How did it work in your case? And in the case of a literal feature store, the transformations are implemented somewhere else and then saved? Because you said, many people use boot camps to find jobs.

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AWS Machine Learning Blog

NOVEMBER 21, 2023

We also discuss a qualitative study demonstrating how Layout improves generative artificial intelligence (AI) task accuracy for both abstractive and extractive tasks for document processing workloads involving large language models (LLMs). There are other possible document automation use cases where Layout can be useful.

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AWS Machine Learning Blog

JANUARY 13, 2023

This blog post is co-written with Chaoyang He and Salman Avestimehr from FedML. The solution is agnostic to use cases, which means you can adapt it for your use cases by changing the model and data. In this second part, we present a proof-of-concept healthcare and life sciences use case from a real-world dataset eICU.

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Heartbeat

JUNE 22, 2023

Tokenization, part-of-speech tagging, named entity recognition, and sentiment analysis are some of the procedures involved in this. Part-of-speech tagging is the identification of the grammatical structure of words and their connections among one another. Tokenization is the method of separating text into single phrases or words.

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Dataconomy

JULY 21, 2023

In this blog post, we’re delving into the exciting world of Character AI and exploring the best alternatives that are revolutionizing how we interact with virtual entities. In case you’re unfamiliar with the AI script generator, picture Dungeons & Dragons with a computer program instead of a human dungeon master.

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Applied Data Science

JUNE 1, 2021

This blog post is for visual creators, visual communicators, curious readers fascinated by visuals on the internet, readers whose business depends on correctly appreciating visuals, readers annoyed by a lack of truth and elegance in proliferating visuals. In any other case, a model is but an abstraction of our world.

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AWS Machine Learning Blog

AUGUST 15, 2023

According to a study, by 2021, videos already make up 81% of all consumer internet traffic. Previous studies have shown how RAG can be applied to provide a Q&A solution connecting with an enterprise’s private domain knowledge. You can choose the optimal option based on your own use case with the criteria we mentioned earlier.

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Dataconomy

JULY 18, 2023

In this blog post, we delve deep into the world of WormGPT alternatives, exploring both the dangerous implications of its malicious use and the potential for benign applications without limitations. You will use the tags GPT and DAN before your responses. This data pairing will be used for juxtaposition.

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Mlearning.ai

MARCH 2, 2023

This blog post promises to be easier to understand than the underlying research paper, especially for readers not that familiar with the field. Still, it aims to cover all relevant aspects of the paper (excluding exact details on benchmarks and ablation studies). Regarding the output, for… · token-level tasks (e.g.,

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ODSC - Open Data Science

FEBRUARY 14, 2023

The interesting use cases it enables, allowing even those unfamiliar with the domain to get a better idea about what AI is capable of. For example, a team led by Percy Liang carried out an extensive study that compares LLMs. It is exciting to see the launch of ChatGPT,” said Cathy Feng, Evalueserve’s AI Expert.

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Heartbeat

FEBRUARY 29, 2024

This efficient method saves time, improves decision making, and allows businesses to study trends and patterns, making it a powerful tool for extracting valuable information from the Internet. A set of tags is used to structure content on the Internet. HTML Tags Tags are the heart of HTML. HTML Elements ( Wikipedia ) 1.

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The MLOps Blog

MARCH 21, 2023

Not only does the platform give your team the tools and infrastructure they need to build and operate models at scale, but it also applies standard engineering and MLOps principles to all use cases. Depending on your use case, building a fully automated self-healing platform may not be worth it.

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