Flipboard

JULY 7, 2025

Step 1: Cover the Fundamentals You can skip this step if you already know the basics of programming, machine learning, and natural language processing. Step 2: Understand Core Architectures Behind Large Language Models Large language models rely on various architectures, with transformers being the most prominent foundation.

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AWS Machine Learning Blog

DECEMBER 23, 2024

Customer: Id like to check my booking. Virtual Agent: Thats great, please say your 5 character booking reference, you will find it at the top of the information pack we sent. What is your booking reference? Virtual Agent: Your booking 1 9 A A B is currently being progressed. Customer: Id like to check my booking.

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AWS Machine Learning Blog

NOVEMBER 29, 2024

Prompt Optimizations can result in significant improvements for Generative AI tasks. In the Configurations pane, for Generative AI resource , choose Models and choose your preferred model. The reduced manual effort, will greatly accelerate the development of generative-AI applications in your organization. Choose Optimize.

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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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Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries.

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Dataconomy

APRIL 3, 2025

Author– Hakob Astabatsyan, Co-Founder & CEO of Synthflow AI agents bring a new world of possibilities for companies to provide seamless customer support 24/7, empower their employees, and drive business growth. The market size of AI agents is expected to grow from $5.1 So why are AI agents becoming the new must-have?

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AWS Machine Learning Blog

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

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Dataconomy

MARCH 17, 2025

Google Duplex represents a groundbreaking step in AI technology, offering users a seamless way to manage everyday tasks through natural-sounding conversational interactions. Making reservations: Users can easily request to book restaurant tables and inquire about wait times through simple voice commands. What is Google Duplex?

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Flipboard

JUNE 26, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 7 Popular LLMs Explained in 7 Minutes Get a quick overview of GPT, BERT, LLaMA, and more!

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Towards AI

NOVEMBER 9, 2024

Last Updated on November 10, 2024 by Editorial Team Author(s): Rupali Patil Originally published on Towards AI. Building Conversational AI systems is hard!!! The very popular RAG (Retrieval-Augmented Generation) has revolutionized conversational AI by seamlessly integrating external knowledge with LLM’s internal knowledge.

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Flipboard

JUNE 17, 2025

Large language models (LLMs) have transformed natural language processing (NLP), yet converting conversational queries into structured data analysis remains complex. Amazon Bedrock Knowledge Bases enables direct natural language interactions with structured data sources.

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Eugene Yan

JUNE 21, 2025

An overview of what well cover in this writeup By the way, if you want to learn more about evals, my friends Hamel and Shreya are hosting their final cohort of “AI Evals for Engineers and PMs” in July. This involves testing how well a Q&A system can navigate book-length documents to answer questions. Here’s a 35% discount code.

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Dataconomy

FEBRUARY 26, 2025

Amazon has provided insights into the technical advancements that power the new generative AI capabilities of Alexa Plus , which was introduced today at their yearly Devices and Services event. The development of Alexa Plus involved overcoming several challenges to create a more conversational, smarter, and personalized AI assistant.

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Dataconomy

MARCH 17, 2025

Virtual agents, also known as intelligent virtual agents (IVAs), are sophisticated software programs that utilize AI technologies to automate various services, primarily in customer service roles. Natural language processing (NLP): Helps in understanding user intent and context.

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Pickl AI

DECEMBER 25, 2024

Summary: The Pile dataset is a massive 800GB open-source text resource created by EleutherAI for training advanced language models. It integrates diverse, high-quality content from 22 sources, enabling robust AI research and development. Its diverse content includes academic papers, web data, books, and code.

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Flipboard

JUNE 3, 2025

Weve witnessed remarkable advances in model capabilities as generative AI companies have invested in developing their offerings. Language models such as Anthropics Claude Opus 4 & Sonnet 4 , Amazon Nova , and Amazon Bedrock can reason, write, and generate responses with increasing sophistication. What is the MCP?

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Flipboard

JULY 3, 2025

Although rapid generative AI advancements are revolutionizing organizational natural language processing tasks, developers and data scientists face significant challenges customizing these large models. Model development capabilities from SageMaker AI are available within SageMaker Unified Studio.

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Flipboard

JUNE 13, 2025

As artificial intelligence (AI) continues to transform industries—from healthcare and finance to entertainment and education—the demand for professionals who understand its inner workings is skyrocketing. Yet, navigating the world of AI can feel overwhelming, with its complex algorithms, vast datasets, and ever-evolving tools.

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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.

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AWS Machine Learning Blog

JULY 11, 2025

This post provides the theoretical foundation and practical insights needed to navigate the complexities of LLM development on Amazon SageMaker AI , helping organizations make optimal choices for their specific use cases, resource constraints, and business objectives. Pre-training Pre-training represents the foundation of LLM development.

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ODSC - Open Data Science

JULY 24, 2025

Amazon has shuttered its AI research lab in Shanghai , marking the latest in a series of cost-cutting measures and strategic pullbacks from China. Originally opened in 2018, the Shanghai-based research hub focused on advancing AI technologies such as natural language processing and machine learning. China tensions.

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AWS Machine Learning Blog

MAY 15, 2025

In 2024, Vxceed launched a strategy to integrate generative AI into its solutions, aiming to enhance customer experiences and boost operational efficiency. This solution enables efficient document searching, simplifies trip booking, and enhances operational decisions while maintaining data security and protection.

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AWS Machine Learning Blog

FEBRUARY 25, 2025

This strategic move aimed to drive innovation by using digital tools and processes. AI now plays a pivotal role in the development and evolution of the automotive sector, in which Applus+ IDIADA operates. To take advantage of the power of these language models, we use Amazon Bedrock.

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Dataconomy

APRIL 21, 2025

This involves recognizing different elements of language, such as grammar, context, and intended meaning, thus allowing for more meaningful interactions between humans and computers. Importance of NLU in AI NLU significantly enhances human-computer interaction by allowing systems to process and respond to queries naturally and intuitively.

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AWS Machine Learning Blog

DECEMBER 18, 2024

AIs transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb , one of Italys leading telecommunications operators, recognized the immense potential of AI technologies early on and began investing in this area in 2019.

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AWS Machine Learning Blog

DECEMBER 23, 2024

Customers need better accuracy to take generative AI applications into production. To address this, customers often begin by enhancing generative AI accuracy through vector-based retrieval systems and the Retrieval Augmented Generation (RAG) architectural pattern, which integrates dense embeddings to ground AI outputs in relevant context.

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ODSC - Open Data Science

JULY 14, 2025

We’re thrilled to introduce you to the leading experts and passionate data and AI practitioners who will be guiding you through an exploration of the latest in AI and data science at ODSC West 2025 this October 28th-30th! Cameron Turner is founder and CEO of TRUIFY.AI, serving the US Fortune 500 with AI solutions.

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AWS Machine Learning Blog

OCTOBER 23, 2024

Generative AI is set to revolutionize user experiences over the next few years. A crucial step in that journey involves bringing in AI assistants that intelligently use tools to help customers navigate the digital landscape. In this post, we demonstrate how to deploy a contextual AI assistant.

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AWS Machine Learning Blog

APRIL 21, 2025

In this blog post, we discuss how Prompt Optimization improves the performance of large language models (LLMs) for intelligent text processing task in Yuewen Group. Evolution from Traditional NLP to LLM in Intelligent Text Processing Yuewen Group leverages AI for intelligent analysis of extensive web novel texts.

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ODSC - Open Data Science

JULY 3, 2025

We’re thrilled to introduce you to the leading experts and passionate data and AI practitioners who will be guiding you through an exploration of the latest in AI and data science at ODSC West 2025 this October 28th-30th! Cameron Turner is founder and CEO of TRUIFY.AI, serving the US Fortune 500 with AI solutions.

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Flipboard

APRIL 4, 2025

Large language models (LLMs) can be used to perform natural language processing (NLP) tasks ranging from simple dialogues and information retrieval tasks, to more complex reasoning tasks such as summarization and decision-making. This method is called reinforcement learning from human feedback ( Ouyang et al.

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Flipboard

JUNE 24, 2025

This post is cowritten with John Gilhuly from Arize AI. By integrating agents, you can accelerate your development effort to deliver generative AI applications. For example, you can create an agent that helps customers process insurance claims or make travel reservations.

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How to Learn Machine Learning

MAY 2, 2025

If you’re curious about leveraging cutting-edge AI capabilities without the headache of managing complex infrastructure, you’ve come to the right place! This is where Azure Machine Learning shines by democratizing access to advanced AI capabilities. Learn more from the Responsible AI dashboard documentation.

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How to Learn Machine Learning

APRIL 4, 2025

In this short article we will deep dive into AI and the Future, and the trends that we will have this year related to it. Introduction to AI and the future Gone are the days when we used to operate research, content creation, and daily routine tasks manually. What is the Future of AI? How Will AI Change the Future of Work?

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How to Learn Machine Learning

MAY 14, 2025

Annotation : Label relevant features in your videos for supervised learning Batch Processing : Set up a pipeline to efficiently process multiple videos Remember, downloading videos is just like gathering training data – it’s what you do with it afterward that creates the magic!

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Flipboard

JULY 3, 2025

Cypher 2025 Limited early bird passes left with upto 30% discount on bulk booking Register >> × AI-driven early warning systems (EWS) have started to transform risk management in the banking, financial services, and insurance (BFSI) sector by automating monitoring and enabling proactive action before defaults occur, benefiting the borrower.

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Hacker News

JULY 1, 2025

Please no blockchain or AI-first/"vibe-coding" positions. I originally wanted to program numerical libraries for such systems, but I ended up doing AI/ML instead. I am interested in contract work if it is the right fit. Thank you for looking! I currently work at a public HPC center, where I am also doing a PhD.

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