How to Learn Machine Learning

JANUARY 21, 2023

Keep hearing about AI? Artificial intelligence (AI) is a term that encompasses the use of computer technology to solve complex problems and mimic human decision-making. It is used in many areas including robotics, healthcare, finance, marketing and even autonomous vehicles. Want to know where the field is going this year?

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IBM Journey to AI blog

AUGUST 28, 2023

Text mining —also called text data mining—is an advanced discipline within data science that uses natural language processing (NLP) , artificial intelligence (AI) and machine learning models, and data mining techniques to derive pertinent qualitative information from unstructured text data. What is text mining?

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AWS Machine Learning Blog

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications. Mixtral-8x7B uses an MoE architecture. The following diagram illustrates the architecture of this solution.

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AWS Machine Learning Blog

JANUARY 12, 2024

Conventional approaches to analyzing unstructured data use keyword or synonym matching. In contrast, text embeddings use machine learning (ML) capabilities to capture the meaning of unstructured data. They provide ease of use and strong security and privacy controls. For more information, see Model access.

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Hacker News

MARCH 8, 2024

tuxedo The Sirius 16 is decidedly aimed at Linux gaming or workstation use cases. In geekbench 6, it got 2640 in single core, and 12635 in multi core, so it's more powerful than the i7 13700H I use daily on my own laptop. Lowering that 1080p and using FSR on the quality setting, still at the max settings, I got 116 FPS.

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Dataconomy

MAY 5, 2023

Meet Kaiber AI, a powerful and easy-to-use software that allows you to create stunning videos in minutes. Generate your own videos using your own images and words with the help of Kaiber AI, a new AI-powered video generator.  It is fast, easy, and fun to use. How to use Kaiber AI? What is Kaiber AI?

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Hacker News

APRIL 5, 2023

That's the short version, here's the whole story: Ever heard that saying about how "data is the new oil"? You've probably seen stories and infographics about how much your personal information is worth, both to legitimate organisations and criminal networks. We block known breached passwords.

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Google Research AI blog

FEBRUARY 28, 2023

Adherence to such public health programs is a prevalent challenge, so researchers from Google Research and the Indian Institute of Technology, Madras worked with ARMMAN to design an ML system that alerts healthcare providers about participants at risk of dropping out of the health information program. certainty when used correctly.

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Flipboard

JANUARY 9, 2024

Kevlin Henney and I recently discussed whether automated code generation, using some future version of GitHub Copilot or the like, could ever replace higher-level languages. To people who programmed using circuit diagrams and switches, these early languages looked as radical as programming with generative AI looks today.

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Explosion

DECEMBER 14, 2021

Read about the journey of developing Healthsea, an end-to-end spaCy pipeline for analyzing user reviews to supplementary products and extracting their potential effects on health. ? Healthsea is an experimental project and the results should not be used as a foundation for solving health problems. Hello everyone, my name is Edward!

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Hacker News

FEBRUARY 2, 2023

This is part 2 in a 3-part series about the Second Law: 1. Building on an earlier interest in space and spacecraft , I’d gotten very interested in physics, and was trying to read everything I could about it. But one afternoon late that summer I decided I should really find out what that mysterious fifth book was all about.

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AWS Machine Learning Blog

FEBRUARY 9, 2024

For example, if only specific FMs may be approved for use. Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

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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. Fine-tuned LLMs, called Llama-2-chat, are optimized for dialogue use cases. 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.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

In this post, we demonstrate how to use Amazon Rekognition , Amazon SageMaker JumpStart , and Amazon OpenSearch Service to solve this business problem. The following screenshot shows an example of taking a mini article as your search input, rather than using keywords, and being able to surface semantically similar images.

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Mlearning.ai

DECEMBER 26, 2023

This story shows how to debug C++ CUDA applications on Visual Studio Code and Ubuntu, from a simple example up to a more complex program using matrix multiplication implemented with CUDA primitives only. Today, every high-performance C++ application uses the GPU. Thus, you cannot use .cpp However, it needs to use the extension

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AWS Machine Learning Blog

JULY 26, 2023

Today, we are excited to announce Amazon Transcribe Toxicity Detection , a machine learning (ML)-powered capability that uses both audio and text-based cues to identify and classify voice-based toxic content across seven categories, including sexual harassment, hate speech, threats, abuse, profanity, insults, and graphic language.

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Towards AI

FEBRUARY 13, 2024

It’s about adding depth and breadth to film criticism, making it more inclusive and reflective of a wider audience’s reactions and feelings. We’ll use OpenAI API and Youtube API to categorize and synthesize a vast array of opinions found in YouTube comments on popular movies. Let’s see what YouTube users think about it.

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AWS Machine Learning Blog

NOVEMBER 14, 2023

Content moderators are often employed to review user-generated content and check that it’s safe and compliant with your terms of use. GRAPHIC – Speech that uses visually descriptive, detailed, and unpleasantly vivid imagery. This includes plain text, text extracted from images, and text transcribed from audio or video content.

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How to Learn Machine Learning

JANUARY 10, 2023

Have you ever wondered about the sudden emergence & popularity of blockchain apps? In the case of Machine Learning and AI, they are the apps that will take automation and intelligence to the next level, driving the future of technology and allowing us to go beyond our human capabilities. Are you living under the rocks?

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Explosion

NOVEMBER 21, 2019

In 2016 we trained a sense2vec model on the 2015 portion of the Reddit comments corpus, leading to a useful library and one of our most popular demos. Finally, we prepared an end-to-end named entity recognition use-case for the technique, to show sense2vec’s practical applications. That work is now due for an update. assert doc[3:6].text

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Explosion

MAY 17, 2023

But if you’re working on the same sort of Natural Language Processing (NLP) problems that businesses have been trying to solve for a long time, what’s the best way to use them? Companies have been using language technologies for many years now, often with mixed success. the site publishes news or commentary), the usage pattern (e.g.

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Heartbeat

DECEMBER 27, 2023

Photo by Ian Taylor on Unsplash This article will comprehensively create, deploy, and execute machine learning application containers using the Docker tool. It will further explain the various containerization terms and the importance of this technology to the machine learning workflow. Why Use Docker for Machine Learning?

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Mlearning.ai

FEBRUARY 17, 2023

Product are purchased more and more over the internet and whenever an item is purchased the digital platform you used allows you to place a review about the product. A lot of examples already exist on text analysis, but the majority come from books or some other example that has been used way to often.

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Hacker News

JANUARY 5, 2013

I just learned by necessity because I started a website that just kept growing and growing, and I couldn’t afford to hire a programmer, so I picked up a few books on PHP, SQL, Linux, and Apache, learned just enough to make it work, then used that little knowledge for years. I really wanted to get that kind of fluency. Question on the front.

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Explosion

MARCH 17, 2019

Prodigy’s community has been growing quickly, allowing us to keep spaCy fully funded without any external investment. It’s widely used in production and research systems for extracting information from text, developing smarter user-facing features, and preprocessing text for deep learning. spaCy v2.1’s

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DrivenData Labs

DECEMBER 10, 2023

We are inspired by the prototypes the teams made and look forward to using AI-based research assistants to multiply NASA’s work in safe, secure, responsive and powerful ways. LLMs were also the key component in chatbot features of several submissions, allowing users to ask questions about a specific paper of interest. bge-small-en-v1.5

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ML Review

MAY 3, 2018

In our previous work , we briefly attempted to outline Computer Vision’s claim on intelligence; building systems that can learn, infer and reason about the world from visual data alone. Regardless of application, the tricks and knowledge gathered on architectures and loss functions may be repurposed and used anew somewhere else.

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