AWS Machine Learning Blog

AUGUST 21, 2023

Explainability of machine learning (ML) models used in the medical domain is becoming increasingly important because models need to be explained from a number of perspectives in order to gain adoption. These perspectives range from medical, technological, legal, and the most important perspective—the patient’s.

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Heartbeat

JANUARY 13, 2024

Quick Summary In this article, I’ll show you how to create amazing images from audio using the magic of Machine Learning and the Transformers models. I’ll explain each step clearly, uncover the secrets behind Whisper, and highlight the incredible abilities of Hugging Face models. Whisper ASR plays a pivotal role in our project.

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IBM Journey to AI blog

AUGUST 28, 2023

Information retrieval The first step in the text-mining workflow is information retrieval, which requires data scientists to gather relevant textual data from various sources (e.g., websites, social media platforms, customer surveys, online reviews, emails and/or internal databases). positive, negative or neutral).

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How to Learn Machine Learning

JANUARY 21, 2023

As Artificial Intelligence (AI) continues to become more and more prevalent in our daily lives, it’s no surprise that more and more people are eager to learn how to work with the technology. For those looking to gain a foothold in AI, the projects you embark on can make the difference between success and failure.

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AWS Machine Learning Blog

MARCH 28, 2024

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. Mixtral-8x7B uses an MoE architecture.

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Dataconomy

MAY 5, 2023

Kaiber AI pricing Here are the Kaiber AI pricing options: Free (Temporarily shut off): Try out Kaiber AI free of charge before signing up for a subscription. You probably saw trending videos that transform an image into 3D art and want to try it. Here is an example of what you can do with it. What is Kaiber AI? Click “+Create video.”

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Hacker News

AUGUST 13, 2023

The whole tok->en dictionary fits on seventeen printed pages [[link] There are no conjugations or tenses to memorize. So like, a language so minimal you can almost learn it by accident, suddenly my ears perk up. Toki pona is really interesting, on a lot of different axes. It's Esperanto But It Might Actually Work This Time¹.

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Heartbeat

MAY 9, 2023

You can create a configuration with the following command: python -m spacy init config --lang en --pipeline textcat_multilabel comet_config.cfg Step 6: Integration with Comet Let’s make the following changes in the created configuration file to activate the Comet ML experiment tracking tool and keep the training logs in Comet ML.

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AWS Machine Learning Blog

APRIL 17, 2023

You can also choose to onboard using AWS IAM Identity Center (successor to AWS Single Sign-On) for authentication (see Onboard to Amazon SageMaker Domain Using IAM Identity Center ). For scenarios where you need to add your own custom scripts for data transformations, you can write your transformation logic in Pandas, PySpark, PySpark SQL.

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IBM Journey to AI blog

SEPTEMBER 20, 2023

a global brand), sent en masse to millions of people in hope that some small percentage of recipients will take the bait. Phishing is the most common cybercrime attack vector , or method; 300,479 phishing attacks were reported to the FBI in 2022. Spear phishing is targeted phishing.

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IBM Journey to AI blog

JANUARY 17, 2024

Asymmetric encryption Asymmetric en cryption , also known as public-key encryption, uses a pair of keys—a public key and a private key. Recipients of digitally signed documents can use the sender’s public key to verify the signature’s authenticity and confirm that the document has not been tampered with during transmission.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

Today, we are excited to announce the capability to fine-tune Llama 2 models by Meta using Amazon SageMaker JumpStart. The Llama 2 family of large language models (LLMs) is a collection of pre-trained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters. We discuss both methods in this section.

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AWS Machine Learning Blog

JULY 26, 2023

The increase in online social activities such as social networking or online gaming is often riddled with hostile or aggressive behavior that can lead to unsolicited manifestations of hate speech, cyberbullying, or harassment. For example, many online gaming communities offer voice chat functionality to facilitate communication among their users.

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Hacker News

FEBRUARY 2, 2023

This is part 2 in a 3-part series about the Second Law: 1. Computational Foundations for the Second Law of Thermodynamics (forthcoming) 2. A 50-Year Quest: My Personal Journey with the Second Law of Thermodynamics 3. How Did We Get Here? It all started when I was 12 years old. There were several shelves of physics books at the local bookstore.

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Heartbeat

DECEMBER 27, 2023

Virtualization is the process of creating a non-physical entity that is made to appear as physical; it is a concept that dates back to the 1960s. A good example is a metaverse, where aspects of the physical world are mimicked in a simulated digital environment. Containers virtualize the host OS, whereas isolated containers see a virtual kernel.

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Heartbeat

DECEMBER 13, 2023

How to Create and Implement Custom Tools in LangChain Photo by Todd Quackenbush on Unsplash Preliminaries %%capture !pip They allow users to extend the functionality of LangChain and tailor it to their specific needs. For example, suppose you are working in the finance industry. few-shot examples) or validation for expected parameters.

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