AWS Machine Learning Blog

OCTOBER 30, 2024

This will deploy a Lambda function (book-hotel-lambda) and a CloudWatch log group ( /lex/book-hotel-bot ) in the us-east-1 Region. This will deploy a Lambda function (book-hotel-lambda) and a CloudWatch log group ( /lex/book-hotel-bot ) in the us-west-2 Region. In the Languages section, choose English (US).

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AWS Machine Learning Blog

NOVEMBER 22, 2023

You marked your calendars, you booked your hotel, and you even purchased the airfare. Now all you need is some guidance on generative AI and machine learning (ML) sessions to attend at this twelfth edition of re:Invent. To help you plan your agenda for this year’s re:Invent, here are some highlights of the generative AI and ML track.

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Data Science Dojo

JULY 26, 2023

AI’s remarkable language capabilities, driven by advancements in Natural Language Processing (NLP) and Large Language Models (LLMs) like ChatGPT from OpenAI, have contributed to its popularity. In 2023, Artificial Intelligence (AI) is a hot topic, captivating millions of people worldwide.

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Heartbeat

MARCH 22, 2023

Learn NLP data processing operations with NLTK, visualize data with Kangas , build a spam classifier, and track it with Comet Machine Learning Platform Photo by Stephen Phillips — Hostreviews.co.uk on Unsplash At its core, the discipline of Natural Language Processing (NLP) tries to make the human language “palatable” to computers.

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Towards AI

SEPTEMBER 5, 2024

Currently, we are working hard on the second edition of Building LLMs for Production, and we would love to know how your reading journey with the book has been. Super excited to read your reviews for the book! Perfectlord is looking for a few college students from India for the Amazon ML Challenge. Meme of the week!

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Data Science Dojo

JUNE 14, 2023

Learn how the synergy of AI and ML algorithms in paraphrasing tools is redefining communication through intelligent algorithms that enhance language expression. Paraphrasing tools in AI and ML algorithms Machine learning is a subset of AI. Which is also our topic today. Specifically, the paraphrasing of text with the help of AI.

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Data Science Dojo

JUNE 14, 2023

Learn how the synergy of AI and ML algorithms in paraphrasing tools is redefining communication through intelligent algorithms that enhance language expression. Paraphrasing tools in AI and ML algorithms Machine learning is a subset of AI. Which is also our topic today. Specifically, the paraphrasing of text with the help of AI.

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Data Science Dojo

AUGUST 8, 2023

Prompt engineering as a career As a career path, prompt engineering offers exciting opportunities for individuals with a deep understanding of natural language processing and a creative mindset. Given the rise of AI and ML, prompt engineering promises to be one of the top career choices for the future.

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Dataconomy

MAY 2, 2023

The machine learning systems developed by Machine Learning Engineers are crucial components used across various big data jobs in the data processing pipeline. Additionally, Machine Learning Engineers are proficient in implementing AI or ML algorithms. Is ML engineering a stressful job?

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AWS Machine Learning Blog

JANUARY 31, 2024

Embeddings play a key role in natural language processing (NLP) and machine learning (ML). Text embedding refers to the process of transforming text into numerical representations that reside in a high-dimensional vector space. Nitin Eusebius is a Sr. In her free time, she likes to go for long runs along the beach.

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How to Learn Machine Learning

MAY 2, 2025

Azure Machine Learning is Microsoft’s enterprise-grade service that provides a comprehensive environment for data scientists and ML engineers to build, train, deploy, and manage machine learning models at scale. You can explore its capabilities through the official Azure ML Studio documentation. Awesome, right?

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Dataconomy

AUGUST 3, 2023

They’ve long used AI’s little brother Machine Learning (ML) for demand and price management in the airline, hotel, and transport industries. ML and AI are already working to benefit travel companies Online travel platforms and service providers have been using ML for years, even if travelers aren’t aware of this. AI is (merely!)

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Dataconomy

SEPTEMBER 19, 2023

The concept encapsulates a broad range of AI-enabled abilities, from Natural Language Processing (NLP) to machine learning (ML), aimed at empowering computers to engage in meaningful, human-like dialogue. But what exactly is conversational intelligence, and why is it so crucial in today’s tech-driven world?

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AWS Machine Learning Blog

AUGUST 5, 2024

The solution simplifies the setup process, allowing you to quickly deploy and start querying your data using the selected FM. He has successfully delivered state-of-the-art AI/ML-powered solutions to solve complex business problems for diverse industries, optimizing efficiency and scalability.

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Flipboard

JUNE 13, 2025

To excel in ML, you must understand its key methodologies: Supervised Learning: Involves training models on labeled datasets for tasks like classification (e.g., These techniques allow you to select the most effective approach for addressing specific challenges, making ML expertise indispensable in AI development.

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AWS Machine Learning Blog

OCTOBER 29, 2024

With a strong background in AI/ML, Ishan specializes in building Generative AI solutions that drive business value. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

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AWS Machine Learning Blog

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications. Sonnet across various tasks.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Amazon Connect forwards the user’s message to Amazon Lex for natural language processing. Mani Khanuja is a Tech Lead – Generative AI Specialist, author of the book Applied Machine Learning and High Performance Computing on AWS , and a member of the Board of Directors for Women in Manufacturing Education Foundation Board.

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How to Learn Machine Learning

MAY 14, 2025

Today, we’re diving into something super practical that will help you gather data for your ML projects – how to download video from YouTube easily and efficiently! Format Flexibility : Download in MP3, MP4, M4V, FLV, WEBM, 3GP, WMV, AVI – whatever your ML project requires. What is Y2Mate? Y2Mate has got you covered!

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AWS Machine Learning Blog

AUGUST 11, 2023

Natural language processing (NLP) is the field in machine learning (ML) concerned with giving computers the ability to understand text and spoken words in the same way as human beings can. SageMaker JumpStart solution templates are one-click, end-to-end solutions for many common ML use cases.

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AWS Machine Learning Blog

APRIL 21, 2025

Evolution from Traditional NLP to LLM in Intelligent Text Processing Yuewen Group leverages AI for intelligent analysis of extensive web novel texts. Initially relying on proprietary natural language processing (NLP) models, Yuewen Group faced challenges with prolonged development cycles and slow updates.

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AWS Machine Learning Blog

MARCH 18, 2024

He focuses on core challenges related to deploying complex ML applications, multi-tenant ML models, cost optimizations, and making deployment of deep learning models more accessible. He has been working on several challenging products in Amazon, including high performance ML inference solutions and high performance logging system.

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AWS Machine Learning Blog

DECEMBER 18, 2024

With a vision to build a large language model (LLM) trained on Italian data, Fastweb embarked on a journey to make this powerful AI capability available to third parties. Fine-tuning Mistral 7B on AWS Fastweb recognized the importance of developing language models tailored to the Italian language and culture.

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AWS Machine Learning Blog

OCTOBER 9, 2023

The problem with the increasing volume of customer reviews across multiple channels is that it can be challenging for companies to process and derive meaningful insights from the data using traditional methods. Machine learning (ML) can analyze large volumes of product reviews and identify patterns, sentiments, and topics discussed.

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AWS Machine Learning Blog

AUGUST 28, 2024

The RAG workflow enables you to use your document data stored in an Amazon Simple Storage Service (Amazon S3) bucket and integrate it with the powerful natural language processing (NLP) capabilities of foundation models (FMs) provided by Amazon Bedrock. He specializes in building AI/ML solutions using Amazon SageMaker.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Custom Lens follows the AWS Well-Architected Framework, reviewing the solution with six pillars with the granularity of a specific AI or machine learning (ML) use case, and providing the guidance to tackle common challenges. Model monitoring The performance of ML models is monitored for degradation over time.

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Flipboard

MAY 1, 2025

You ask the agent to Book a 5-day trip to Europe in January and we like warm weather. She is a published author of two books Natural Language Processing with AWS AI Services and Google Cloud Certified Professional Machine Learning Study Guide.

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AWS Machine Learning Blog

MARCH 13, 2025

The emergence of generative AI agents in recent years has contributed to the transformation of the AI landscape, driven by advances in large language models (LLMs) and natural language processing (NLP). By adding another agent, the flight booking agent, the travel planning agent can call upon it to find suitable flights.

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AWS Machine Learning Blog

JUNE 15, 2023

This work is also made available in Chinese, Japanese, Korean, Portuguese, Turkish, and Vietnamese, with plans to launch Spanish and other languages. It is a challenging endeavor to have an online book that is continuously kept up to date, written by multiple authors, and available in multiple languages.

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AWS Machine Learning Blog

APRIL 3, 2023

We also demonstrate how you can engineer prompts for Flan-T5 models to perform various natural language processing (NLP) tasks. Task Prompt (template in bold) Model output Summarization Briefly summarize this paragraph: Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents.

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AWS Machine Learning Blog

APRIL 3, 2024

Amazon SageMaker Studio – It is an integrated development environment (IDE) for machine learning (ML). ML practitioners can perform all ML development steps—from preparing your data to building, training, and deploying ML models. Rupinder Grewal is a Senior AI/ML Specialist Solutions Architect with AWS.

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How to Learn Machine Learning

MAY 7, 2025

The complex pattern is inspired by the structure and function of the human brain, which has been successful in a variety of tasks, including computer vision, natural language processing, and speech recognition. Use Cases: The pattern exhibited by the data informs the selection of ML or DL.

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AWS Machine Learning Blog

APRIL 29, 2024

Historically, natural language processing (NLP) would be a primary research and development expense. In 2024, however, organizations are using large language models (LLMs), which require relatively little focus on NLP, shifting research and development from modeling to the infrastructure needed to support LLM workflows.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

An intelligent document processing (IDP) project usually combines optical character recognition (OCR) and natural language processing (NLP) to read and understand a document and extract specific entities or phrases. His interests include serverless architectures and AI/ML. He is focusing on AI/ML and IoT.

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IBM Journey to AI blog

JUNE 5, 2024

That’s why today’s application analytics platforms rely on artificial intelligence (AI) and machine learning (ML) technology to sift through big data, provide valuable business insights and deliver superior data observability. AI- and ML-generated SaaS analytics enhance: 1. What are application analytics?

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AWS Machine Learning Blog

APRIL 30, 2025

Accor Group , a major hospitality company that developed a generative AI-powered booking application, showcased how, even when working with new technologies like generative AI, fundamental software development principles remain a must-have. Daniel Zagyva is a Senior ML Engineer at AWS Professional Services.

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AWS Machine Learning Blog

SEPTEMBER 16, 2024

He is broadly interested in natural language processing and has contributed to AWS products such as Amazon Comprehend. He got interested in this project after reading the book The Code Breaker. Her research interests are in the area of graph neural networks, natural language processing, and statistics.

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