Snorkel AI

DECEMBER 12, 2023

Zencore, a premier Google Cloud partner, provides expert guidance in integrating advanced cloud and AI technologies with an insider’s understanding of Google Cloud. Financial institutions increasingly rely on chatbots as a cost-effective customer service solution. This is where Snorkel AI comes in.

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AWS Machine Learning Blog

FEBRUARY 20, 2024

The engagement focused on delivering a functional solution for the localization process, while providing hands-on training to ZOO Digital developers on SageMaker, Amazon Transcribe , and Amazon Translate. Solution overview In this prototype, we stored the original media files in a specified Amazon Simple Storage Service (Amazon S3) bucket.

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How to Learn Machine Learning

JANUARY 10, 2023

Artificial Intelligence (AI) has been around for a long time, but it is only recently that businesses have started to harness its potential. AI offers many advantages over traditional forms of computing. Automation of Repetitive Tasks With AI, businesses can automate tasks that are time-consuming and monotonous.

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IBM Journey to AI blog

FEBRUARY 22, 2024

We believe this is particularly important with the rise of generative AI. While AI can undoubtedly offer a competitive edge to organizations that effectively leverage its capabilities, we have seen unique concerns from industry to industry and region to region that must be considered—particularly around data.

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How to Learn Machine Learning

APRIL 23, 2023

Artificial Intelligence (AI) has rapidly transformed the business landscape, enabling organizations to automate complex processes, make data-driven decisions, and enhance customer experiences. From privacy concerns to algorithmic bias, the impact of AI on society, and the workforce is significant.

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IBM Data Science in Practice

DECEMBER 7, 2022

cp/ai/watson-nlp-runtime:1.0.18" ARG SENTIMENT_MODEL="cp.icr.io/cp/ai/watson-nlp_sentiment_aggregated-cnn-workflow_lang_en_stock:1.0.6" cp/ai/watson-nlp_sentiment_aggregated-cnn-workflow_lang_en_stock:1.0.6" cp/ai/watson-nlp_classification_ensemble-workflow_lang_en_tone-stock:1.0.6"

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AWS Machine Learning Blog

JULY 3, 2023

To address this, you need an automated solution to extract the contents within these PDFs and translate them quickly and cost-efficiently. There’s a need to find a scalable, reliable, and cost-effective solution to translate documents while retaining the original document formatting. This is a manual, slow, and expensive human effort.

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IBM Data Science in Practice

MARCH 13, 2023

Knative Serving is an Open-Source Enterprise-level solution to build Serverless and Event Driven Applications in Kubernetes / OpenShift cluster. cp/ai/watson-nlp_classification_ensemble-workflow_lang_en_tone-stock:1.0.6 cp/ai/watson-nlp-runtime:1.0.18 cp/ai/watson-nlp_classification_ensemble-workflow_lang_en_tone-stock:1.0.6

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AWS Machine Learning Blog

APRIL 4, 2023

AWS provides various services catered to time series data that are low code/no code, which both machine learning (ML) and non-ML practitioners can use for building ML solutions. Solution overview Clustering is an unsupervised ML technique that groups items together based on a distance metric.

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AWS Machine Learning Blog

AUGUST 21, 2023

Solution overview SageMaker Clarify provides ML developers with purpose-built tools to gain greater insights into their ML training data and models. This solution can be integrated into existing decision support systems to provide another data point to clinicians as they evaluate patients for admission into the ICU.

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AWS Machine Learning Blog

MAY 18, 2023

Solution overview You can use Amazon Kendra as a central location to index the content provided by various data sources for intelligent search. In the following sections, we go through the steps to create an index, add the SharePoint connector, and test the solution. Choose English (en) for Default language. Enter optional tags.

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How to Learn Machine Learning

MARCH 26, 2023

Here’s where machine learning-based process mining tools prove to be the perfect solution. La entrada Machine Learning in the Workplace: its actual and future impact se publicó primero en How to Learn Machine Learning. Thank you very much for reading How to Learn Machine learning, as always keep leaning and have a great day!

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How to Learn Machine Learning

APRIL 23, 2023

But all of these hurdles come with a solution, so with a little effort into making processes suitable and ensuring all aspects of Machine Learning are given focus, this endeavor can be rewarding. A solution for this concern is to strengthen the department where experimentation phases occur.

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AWS Machine Learning Blog

MARCH 1, 2023

Amazon Comprehend is a managed AI service that uses natural language processing (NLP) with ready-made intelligence to extract insights about the content of documents. Solution overview Please find the following steps to set up the environment and the data lake to create a Comprehend flywheel iteration to retrain the custom models.

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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. At its core, AI relies on algorithms, data processing, and machine learning to generate insights from vast amounts of data.

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AWS Machine Learning Blog

APRIL 16, 2024

Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. Solution overview We have chosen the Book Trip bot as our starting point for this exercise. Solutions Architect on the Amazon Lex team.

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How to Learn Machine Learning

JANUARY 21, 2023

Need inspiration building AI systems? 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. Creating a virtual personal assistant starts with understanding the basics of AI and NLP.

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IBM Journey to AI blog

OCTOBER 11, 2023

This case study may inspire other businesses to explore similar solutions for improving customer engagement and satisfaction. It’s a testament to their commitment to enhancing the customer experience and streamlining operations.

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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. The following diagram illustrates the architecture of this solution. We walk through constructing a RAG pipeline on SageMaker with Mixtral-8x7B.

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AWS Machine Learning Blog

NOVEMBER 21, 2023

With SageMaker JumpStart, you can access pre-trained, cutting-edge text embedding models from various model providers, including Hugging Face, AI 21 Labs, Cohere, and Meta AI. In this post, we use huggingface-sentencesimilarity-bge-large-en as an example. English BGE Base En 21.2 114 English BGE Small En 28.3

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AWS Machine Learning Blog

AUGUST 14, 2023

Amazon SageMaker JumpStart is a machine learning (ML) hub offering algorithms, models, and ML solutions. Solution overview In this post, we show how to use the state-of-the-art instruction-tuned BloomZ 176B model from Hugging Face for text generation. Topic: business ### Message: I am trying to cook chicken with tomatoes.

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Flipboard

NOVEMBER 20, 2023

When using generative AI for question answering, RAG enables LLMs to answer questions with the most relevant, up-to-date information and optionally cite their data sources for verification. In this post, we demonstrate how to use Amazon SageMaker Studio to build a RAG question answering solution. embeddings.

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AWS Machine Learning Blog

NOVEMBER 10, 2023

We are witnessing a rapid increase in the adoption of large language models (LLM) that power generative AI applications across industries. Organizations looking to use LLMs to power their applications are increasingly wary about data privacy to ensure trust and safety is maintained within their generative AI applications.

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AWS Machine Learning Blog

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). We describe how the solution and Amazon Bedrock consumption plans map to the general SaaS journey framework. For simplicity, we do not include these in this solution.

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AWS Machine Learning Blog

JANUARY 12, 2024

Cohere’s multilingual embedding model Cohere is a leading enterprise AI platform that builds world-class large language models (LLMs) and LLM-powered solutions that allow computers to search, capture meaning, and converse in text. They provide ease of use and strong security and privacy controls. How about a query in Danish?

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Flipboard

JANUARY 9, 2024

To people who programmed using circuit diagrams and switches, these early languages looked as radical as programming with generative AI looks today. They had bugs, particularly if they were optimizing your code (were optimizing compilers a forerunner of AI?). However, the status of this repository was still shaky.

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AWS Machine Learning Blog

AUGUST 15, 2023

Generative AI, particularly in the realm of natural language processing and understanding (NLP and NLU), has revolutionized the way we comprehend and analyze text, enabling us to gain deeper insights efficiently and at scale. Solution overview The following diagram illustrates the solution architecture.

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How to Learn Machine Learning

APRIL 23, 2023

The technology of AI has been categorized as narrow ai vs general, and super artificial intelligence. Artificial intelligence (AI) is a technology that imitates human intelligence to carry out various activities. AI uses Machine Learning (ML), deep learning (DL), and neural networks to reach higher levels.

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Google Research AI blog

FEBRUARY 28, 2023

We also support Responsible AI projects directly for other organizations — including our commitment of $3M to fund the new INSAIT research center based in Bulgaria. We partnered with ENS , a university in France, to help fund scholarships for students to train through research. certainty when used correctly.

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AWS Machine Learning Blog

DECEMBER 5, 2023

The solution discussed in this post can easily be applied to other businesses/use-cases as well, such as healthcare, manufacturing, and research. Solution overview In this proposed solution, we will 1) classify insurance claims submissions into various classes, and 2) retrieve insurance-specific entities from these documents.

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AWS Machine Learning Blog

NOVEMBER 14, 2023

The industry is facing the new challenge of automatically moderating content generated by AI to protect users from harmful material. Amazon Comprehend now provides a straightforward, NLP-based solution for toxic content detection in text. It automatically creates highly realistic content that may be inappropriate or harmful at scale.

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Smart Data Collective

AUGUST 2, 2019

AI has become an important factor in the ecommerce industry. The benefits of AI in ecommerce include enhancing products, optimizing processes, identifying new markets and more. Now, a new benefit of AI is joining the list: avoiding the risk of website accessibility lawsuits. Conclusion.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

SageMaker JumpStart is a low-code service that comes with pre-built solutions, example notebooks, and many state-of-the-art, pre-trained models from publicly available sources that are straightforward to deploy with a single click into your AWS account. Overview of solution The solution is divided into two main sections.

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AWS Machine Learning Blog

APRIL 17, 2023

In other words, companies need to move from a model-centric approach to a data-centric approach.” – Andrew Ng A data-centric AI approach involves building AI systems with quality data involving data preparation and feature engineering. Solution overview Data Wrangler provides over 40 built-in connectors for importing data.

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AWS Machine Learning Blog

JULY 26, 2023

Amazon Transcribe supports the following audio formats: MP3, MP4, WAV, FLAC, AMR, OGG, or WebM LanguageCode – Set to en-US. About the author Lana Zhang is a Senior Solutions Architect at AWS WWSO AI Services team, specializing in AI and ML for content moderation, computer vision, and natural language processing.

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AWS Machine Learning Blog

APRIL 29, 2024

Here’s an example in Spanish: co.chat( message="Écris une description de produit pour une voiture électrique en 50 à 75 mots" ) Here’s what the response might look like: Découvrez la voiture électrique qui va révolutionner votre façon de conduire. About the authors Pradeep Prabhakaran is a Customer Solutions Architect at Cohere.

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Towards AI

AUGUST 16, 2023

Last Updated on August 17, 2023 by Editorial Team Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. Hopefully, SEI or IEEE will soon publish an AI Engineering guide to standardize the terminology similar to SWEBOK. Thus, MLOps is the intersection of Machine Learning, DevOps, and Data Engineering (Figure 1).

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