NVIDIA

OCTOBER 5, 2023

Assassin’s Creed Mirage leads 29 new games to hit the GeForce NOW library this week. In addition, catch a challenge to earn in-game rewards for World of Warship players. Leap Into the Cloud Nothing is true. Everything is permitted … in the cloud. It’s not an illusion — Ubisoft’s Assassin’s Creed Mirage launches in the cloud this week.

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AWS Machine Learning Blog

MAY 5, 2023

Solution overview Ground Truth is a fully self-served and managed data labeling service that empowers data scientists, machine learning (ML) engineers, and researchers to build high-quality datasets. This is a joint post co-written by AWS and Voxel51. A retail company is building a mobile app to help customers buy clothes. Is it a shirt?

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Metadata Computer Vision Machine Learning Data Scientist 76

AWS Machine Learning Blog

MAY 25, 2023

We use a combination of different AWS services, open-source foundation models ( FLAN-T5 XXL for text generation and GPT-j-6B for embeddings) and packages such as LangChain for interfacing with all the components and Streamlit for building the bot frontend. Ingesting document embeddings into Amazon OpenSearch Service.

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LLM Data Ingestion Python ML 76

AWS Machine Learning Blog

JULY 25, 2023

Organizations operating in heavily regulated spaces like global financial services and healthcare and life sciences have auditory and compliance requirements to run their environment in their VPCs. Generative AI is a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music.

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Generative AI Python AI AI 79

Unite.AI

AUGUST 19, 2023

Affiliates will be relieved to see how much of a time saver this tool is, power up your content with embedded affiliate links and automated affiliate tag integration. In the dynamic world of affiliate marketing, the race to captivate audiences demands innovative and efficient tools. Claim a 30% discount off the first monthly subscription fee.

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AI Tools AI AI Artificial Intelligence 240

AWS Machine Learning Blog

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock manages the process of synchronizing data from your Amazon Simple Storage Service (Amazon S3) bucket, splits it into smaller chunks, generates vector embeddings, and stores the embeddings in a vector index. RAG is a popular technique that combines the use of private data with large language models (LLMs).

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Machine Learning Computer Vision Generative AI Explainability 116

Snorkel AI

MARCH 27, 2024

You’ll find out how highly accurate product tags can be extracted from supplier-provided labels and product images to clean and enrich online catalogs. Google open-sourced Kubernetes 10 years ago and has built the easiest to use and most scalable managed service in Google Kubernetes Engine (GKE).

Machine Learning 52

Machine Learning Generative AI ML Explainability 52

Snorkel AI

MARCH 27, 2024

You’ll find out how highly accurate product tags can be extracted from supplier-provided labels and product images to clean and enrich online catalogs. Google open-sourced Kubernetes 10 years ago and has built the easiest to use and most scalable managed service in Google Kubernetes Engine (GKE).

Machine Learning 52

Machine Learning Generative AI ML Explainability 52

AWS Machine Learning Blog

FEBRUARY 13, 2024

Store data in an Amazon Simple Storage Service (Amazon S3) bucket. BigBasket is India’s largest online food and grocery store. They operate in multiple ecommerce channels such as quick commerce, slotted delivery, and daily subscriptions. You can also buy from their physical stores and vending machines.

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Computer Vision Convolutional Neural Networks AI AI 103

TensorFlow

MAY 2, 2023

Two-tower architectures are popular for retrieval tasks because they capture the semantics of query and candidate entities, and map these to a shared embedding space such that semantically similar entities cluster closer together. relevance, recall).

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The MLOps Blog

JANUARY 25, 2023

Sentiment analysis is one of the most important concepts in marketing and product space. It helps businesses to identify how customers are reacting toward their products and services. Every business that provides a product or a service now caters services for user feedback, where users can freely post what they feel about the services.

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AWS Machine Learning Blog

JANUARY 17, 2023

User behavior and customer support chat logs can contain valuable indicators on the likelihood of a customer ending the service. User behavior and customer support chat logs can contain valuable indicators on the likelihood of a customer ending the service. Understanding customer behavior is top of mind for every business today.

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AWS Machine Learning Blog

APRIL 23, 2024

Any existing SageMaker Studio apps will need to be restarted for the Docker service update to take effect. We are excited to announce two new capabilities in Amazon SageMaker Studio that will accelerate iterative development for machine learning (ML) practitioners: Local Mode and Docker support.

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Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. This lets developers get the same results they would get from an enormous model like GPT-4 at a lower cost and higher velocity—albeit only on that specific task. How does LLM distillation work?

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Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. This lets developers get the same results they would get from an enormous model like GPT-4 at a lower cost and higher velocity—albeit only on that specific task. How does LLM distillation work?

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How to Learn Machine Learning

JANUARY 21, 2023

AI is also being used in retail to provide better customer service and personalize experiences for customers. Keep hearing about AI? Want to know where the field is going this year? Then check out our article on the best Artificial Intelligence trends in 2023! The key component of AI includes data processing, algorithms, and machine learning.

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AWS Machine Learning Blog

AUGUST 4, 2023

This post is co-authored by Daryl Martis, Director of Product, Salesforce Einstein AI. This is the second post in a series discussing the integration of Salesforce Data Cloud and Amazon SageMaker. In this post, we expand on this topic to demonstrate how to use Einstein Studio for product recommendations.

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ML Categorization AI AI 78

Ofemwire

MAY 11, 2023

It uses a deep learning algorithm to analyze previous successful content and then generates relevant and captivating titles, descriptions, and even meta tags. It uses a deep learning algorithm to analyze previous successful content and then generates relevant and captivating titles, descriptions, and even meta tags.

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Natural Language Processing AI AI Automation 52

Snorkel AI

SEPTEMBER 29, 2023

This process takes raw documents, files, or tabular records and adds one or more tags or labels to each. Data labeling remains a core requirement for any organization looking to use machine learning to solve tangible business problems, especially with the increased development and adoption of LLMs. This is where data labeling fits in.

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Large Language Models Machine Learning Data Science Data Scientist 59

Explosion

OCTOBER 2, 2016

A key part of these services is the interactive demo, where you enter a sentence and see the resulting annotation. We’re pleased to announce the release of displaCy.js , a modern and service-independent visualisation library. We hope this makes it easy to compare different services, and explore your own in-house models.

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AWS Machine Learning Blog

OCTOBER 6, 2023

Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images. These models process and generate content across various data forms, like text and images.

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Generative AI Prompt Engineer Prompt Engineering Computer Vision 100

Snorkel AI

JULY 19, 2023

We validated the downstream effect of fine-tuning on this higher-quality data with the Together AI fine-tuning service (now available via API ), which we used to create an improved version of the open-source RedPajama chat LLM with full data transparency. We released the resulting fine-tuned RedPajama model as well.

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Snorkel AI

JULY 19, 2023

We validated the downstream effect of fine-tuning on this higher-quality data with the Together AI fine-tuning service (now available via API ), which we used to create an improved version of the open-source RedPajama chat LLM with full data transparency. We released the resulting fine-tuned RedPajama model as well.

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Categorization ChatGPT Large Language Models Generative AI 52

IBM Journey to AI blog

JANUARY 16, 2024

Developing and maintaining custom linkages often comes with a high price tag and usually doesn’t provide competitive benefits. This solution includes space management and reservations, capital planning and Facility Condition Assessment (FCA), or service and workorder management. Individual solutions have advantages.

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AWS Machine Learning Blog

APRIL 19, 2024

Our advanced generative and predictive artificial intelligence (AI) tools enable us to search the vast space of possible drug molecules faster and more effectively. This is a guest post co-written with the leadership team of Iambic Therapeutics. We wanted to build a scalable system to support AI training and inference.

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Snorkel AI

JULY 19, 2023

We validated the downstream effect of fine-tuning on this higher-quality data with the Together AI fine-tuning service (now available via API ), which we used to create an improved version of the open-source RedPajama chat LLM with full data transparency. We released the resulting fine-tuned RedPajama model as well.

Categorization 40

Categorization ChatGPT Large Language Models Generative AI 40

The MLOps Blog

NOVEMBER 30, 2022

In this article, you will learn about: the challenges plaguing the ML space and why conventional tools are not the right answer to them. Latest algorithmic advancements call for increased parameter search space ImageNet , the popular image dataset, has played a pivotal role in the development of deep neural networks.

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Artificial Corner

JUNE 16, 2023

Machine Learning System Design Series Learn how a photo tagging system, like the one used by Facebook, works in detail. Facebook tag suggestion system — Source: [link] No matter how old you are, I bet you have crossed Facebook or Instagram once. The core of our solution is a system that suggests photo tags based on who’s in them.

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Algorithm Machine Learning ML Explainability 52

Unite.AI

JUNE 15, 2023

So, if you're leveraging a popular help desk or a CRM like a Zendesk, a Salesforce service cloud, you want to work with us, you sign up and then install our integration into your help center. Previously, Deon built products and infrastructure at Facebook, Palantir, Dropbox, and Pure Storage. For us, you start by integrating.

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Large Language Models Generative AI Chatbots Auto-complete 246

AWS Machine Learning Blog

NOVEMBER 16, 2023

We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images. Photo by Scott Webb on Unsplash Determining the value of housing is a classic example of using machine learning (ML).

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AWS Machine Learning Blog

DECEMBER 14, 2023

We introduce the concept of Spaces and explain how JupyterLab Spaces enable flexible customization of compute, storage, and runtime resources to improve your ML workflow efficiency. Both JupyterLab and Code Editor can be launched using a flexible workspace called Spaces.

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Unite.AI

OCTOBER 6, 2023

So I was not shocked that an online space like Zindi immediately resonated. Celina Lee is the CEO and co-founder of Zindi , the largest professional network for data scientists in Africa. Celina has a passion for unleashing the power of data for social good. What I like about working with data is that data has a story to tell. It is magic.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

It also relies on the images in the repository being tagged correctly, which can also be automated (for a customer success story, refer to Aller Media Finds Success with KeyCore and AWS ). In this post, we demonstrate how to use Amazon Rekognition , Amazon SageMaker JumpStart , and Amazon OpenSearch Service to solve this business problem.

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Metadata Automation Natural Language Processing LLM 99

Explosion

AUGUST 3, 2017

It’s easy to reuse the code but hard to reuse the data, so building AI mostly means doing annotation. This is good, because the examples are how you program the behaviour – the learner itself is really just a compiler. What’s not good is the current technology for creating the examples. The net result is a lot of wasted effort.

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Convolutional Neural Networks Python Machine Learning Algorithm 52

Unite.AI

JANUARY 5, 2024

We were at the forefront of recognizing the growing demand and potential for audio ads in a digital space. This realization was pivotal in shaping our direction toward integrating AI technology more deeply into our services. You previously Co-founded Unisound, an audio ad agency. We started with a simple classifier.

Generative AI 173

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AWS Machine Learning Blog

NOVEMBER 14, 2023

In the era of big data and AI, companies are continually seeking ways to use these technologies to gain a competitive edge. One of the hottest areas in AI right now is generative AI, and for good reason. Generative AI offers powerful solutions that push the boundaries of what’s possible in terms of creativity and innovation.

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LLM ML Natural Language Processing Machine Learning 92

Unite.AI

FEBRUARY 22, 2024

With its evolution over the years, HubSpot has added a plethora of sales add-ons, integrations, and optional Hubs that encompass service, marketing, and more, making it a versatile and dynamic platform. As we navigate through 2024, the CRM landscape continues to evolve, offering an array of solutions tailored to meet diverse business needs.

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