AWS Machine Learning Blog

NOVEMBER 6, 2024

The emergence of generative AI has ushered in a new era of possibilities, enabling the creation of human-like text, images, code, and more. Solution overview For this solution, you deploy a demo application that provides a clean and intuitive UI for interacting with a generative AI model, as illustrated in the following screenshot.

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AWS Machine Learning Blog

OCTOBER 11, 2024

This post shows you how to create an AI-powered, event-driven operations assistant that automatically responds to operational events. By orchestrating a group of AI endpoints, the agentic AI design of this solution enables the automation of complex tasks, streamlining the remediation processes for cloud operational events.

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AWS Machine Learning Blog

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

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AWS Machine Learning Blog

OCTOBER 17, 2024

However, users can’t share data with other users in the domain; they only have access to their own folder user-default-efs in the $HOME directory of the SageMaker Studio application. The second scenario is related to the creation of a single EFS directory that is shared across all the spaces of a given SageMaker Studio domain.

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Hacker News

JUNE 24, 2024

We’re sharing how we streamline system reliability investigations using a new AI-assisted root cause analysis system. Now, we’re leveraging AI to advance our investigation tools even further. AI offers an opportunity to streamline the process, reducing the time needed and helping responders make better decisions.

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AWS Machine Learning Blog

JUNE 19, 2023

For instance, administrators may want to set up IAM permissions for a Studio SSO user based on their Active Directory (AD) group membership. He is passionate about building secure and scalable AI/ML and big data solutions to help enterprise customers with their cloud adoption and optimization journey to improve their business outcomes.

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Dataconomy

FEBRUARY 26, 2024

At the Mobile World Congress 2024 , Qualcomm is unveiling its latest breakthrough in AI capabilities for mobile devices with the integration of LoRA AI technology into the Snapdragon series silicon, meticulously designed for Android phones. What is LoRA?

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Dataconomy

JULY 10, 2023

Enter Claude AI – a trailblazing innovation from Anthropic , the renowned artificial intelligence company. Here’s everything you need to know about this sophisticated AI and how it can transform your digital conversations. What is Claude AI?

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AWS Machine Learning Blog

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle. Generative AI gateway Shared components lie in this part.

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Dataconomy

JULY 8, 2024

Forget scrolling through pages of blue links; now, an AI oracle sits atop the search results, dishing out answers plucked from the web’s vast expanse. Google promises this AI genie will grant users’ wishes for quicker, more comprehensive answers. But let’s be honest: Google needs our content to feed its AI beast.

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AssemblyAI

SEPTEMBER 19, 2024

AI voice bots are rapidly transforming how businesses handle customer interactions, with recent studies estimating that by 2025, 95% of customer service interactions will be managed by AI agents. Voice-based AI technology is growing at a rate of 19.8% Create a new file in the project directory called main.py

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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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AWS Machine Learning Blog

FEBRUARY 20, 2024

Based on the following code, we can retrieve all the models’ artifacts, including those from Hugging Face, and save them to the specified local model directory: def fetch_models(hf_token: str, local_model_dir="./models"): Save the model artifacts to the 'model' directory and create a tarball tar cvzf model.tar.gz -C model/.

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AWS Machine Learning Blog

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more.

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AssemblyAI

NOVEMBER 5, 2024

Try to spot the differences in the examples below: SRT: 1 00:00:00,280 --> 00:00:04,449 Assembly AI is building AI systems to help you build AI applications with 2 00:00:04,497 --> 00:00:08,105 spoken data. In the project directory, create a file called generate_subtitles.py

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Towards AI

APRIL 4, 2024

Author(s): Abhinav Kimothi Originally published on Towards AI. Image generated using Yarnit AI by the author 30th November, 2022 will be remembered as the watershed moment in artificial intelligence. Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 15 months.

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Towards AI

APRIL 18, 2023

Last Updated on April 19, 2023 by Editorial Team Author(s): James Asher Originally published on Towards AI. Once you’re in your desired environment and working directory then you simply have to install Flask as below. Join thousands of data leaders on the AI newsletter. Published via Towards AI It’s scalable and simple.

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Mlearning.ai

MARCH 11, 2023

Submission Suggestions Process Large text from pdf using Azure Open AI and Azure Form Recognizer was originally published in MLearning.ai max_tokens=300, top_p=1.0, frequency_penalty=0.0, presence_penalty=1 ) return response.choices[0].text replace(' ', 'nn').strip() max_tokens=300, top_p=1.0, frequency_penalty=0.0,

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Towards AI

NOVEMBER 3, 2024

Author(s): Devi Originally published on Towards AI. Part 2 of a 2-part beginner series exploring fun generative AI use cases with Gemini to enhance your photography skills! A beginner friendly introduction and application of RAG As an amateur photographer, I am experimenting with ways I can use generative AI to get better at my craft.

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AWS Machine Learning Blog

MAY 1, 2024

Large language models (LLMs) are making a significant impact in the realm of artificial intelligence (AI). For more information on Trainium Accelerator chips, refer to Achieve high performance with lowest cost for generative AI inference using AWS Inferentia2 and AWS Trainium on Amazon SageMaker.

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Towards AI

MAY 3, 2024

Last Updated on May 7, 2024 by Editorial Team Author(s): Laszlo Fazekas Originally published on Towards AI. That’s when it occurred to me to wonder how complicated it would be to evaluate MRI images with the help of AI. Join thousands of data leaders on the AI newsletter. Published via Towards AI

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Towards AI

DECEMBER 20, 2023

Last Updated on December 21, 2023 by Editorial Team Author(s): Abdulraqib Omotosho Originally published on Towards AI. Remember to specify the complete path of the file directory for seamless execution. Navigate to the MySQL command line directory on your local drive using the terminal.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Repository structure The GitHub repository contains the following directories and files: /framework/conf/ – This directory contains a configuration file that is used to set common variables across all modeling units such as subnets, security groups, and IAM role at the runtime. The model_unit.py script is used by pipeline_service.py

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Becoming Human

JUNE 14, 2024

Today, we’re venturing into the realm of serverless computing that can be integrated with AI using Python language to explore the wonders of cloud functions with Python, specifically with Firebase Cloud Functions. Navigate to the functions directory created by the Firebase CLI and open the main.py Welcome, Firebase enthusiasts!

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AWS Machine Learning Blog

NOVEMBER 1, 2024

Amazon Q Business is a generative AI-powered assistant designed to enhance enterprise operations. Overview of ACLs in Amazon Q Business In the context of knowledge management and generative AI chatbot applications, an ACL plays a crucial role in managing who can access information and what actions they can perform within the system.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format.

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IBM Data Science in Practice

MARCH 13, 2023

Below you will configure Knative Service to enable init containers and empty directories. 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 cp/ai/watson-nlp-runtime:1.0.18

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Smart Data Collective

DECEMBER 16, 2022

Did you know that companies are projected to spend over $107 billion on AI-based marketing solutions by 2028? However, many people are still wondering what the actual effects of AI on marketing will be. Biggest AI Trends Shaping the Marketing Profession. Savvy marketers will continue to use AI to improve their effectiveness.

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Dataconomy

AUGUST 29, 2023

The core of Waifu Diffusion lies in its model files ( Image credit ) Step 2: Downloading the model files The core of Waifu Diffusion lies in its model files, which are essentially the AI’s training data and capabilities encapsulated. ’ This folder should be within the main directory of the WebUI you downloaded earlier.

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AWS Machine Learning Blog

OCTOBER 18, 2024

In this post, we introduce an innovative solution for end-to-end model customization and deployment at the edge using Amazon SageMaker and Qualcomm AI Hub. After fine-tuning, we show you how to optimize the model with Qualcomm AI Hub so that it’s ready for deployment across edge devices powered by Snapdragon and Qualcomm platforms.

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AssemblyAI

SEPTEMBER 27, 2024

Set up your project First, create a new project folder, change into this directory, and create a new virtual environment: # Mac/Linux python3 -m venv venv. Inside the /transcriptions directory, create a /templates directory. Inside this /templates directory, create an index.html file with the following content: <!DOCTYPE

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DagsHub

OCTOBER 23, 2024

This article will discuss managing unstructured data for AI and ML projects. You will learn the following: Why unstructured data management is necessary for AI and ML projects. How to leverage Generative AI to manage unstructured data Benefits of applying proper unstructured data management processes to your AI/ML project.

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Towards AI

AUGUST 29, 2023

Last Updated on August 30, 2023 by Editorial Team Author(s): Dmitry Malishev Originally published on Towards AI. Image generated by the author using AI tools Intro Python’s simplicity, extensive package ecosystem, and supportive community make it an attractive choice. C++ enterprise application for Windows executes a Python module.

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Smart Data Collective

JUNE 23, 2022

However, a growing number of small businesses are finding ways to use AI technology as well, especially when it comes to marketing. Ninety-one percent of the most successful businesses use AI technology to some degree. One of the best ways to use AI is with your call center support and telemarketing strategies. iTeleCenter.

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AWS Machine Learning Blog

DECEMBER 14, 2023

The flexible and extensible interface of SageMaker Studio allows you to effortlessly configure and arrange ML workflows, and you can use the AI-powered inline coding companion to quickly author, debug, explain, and test code. These files can be found in the directory path /mnt/custom-file-system/efs/fs-12345678.

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Towards AI

JULY 17, 2023

Last Updated on July 17, 2023 by Editorial Team Author(s): Prithivee Ramalingam Originally published on Towards AI. A Python package is simply a directory that contains one or more Python modules, along with a special __init__.py py file that tells Python that this directory should be treated as a package.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

AI’s growing influence in large organizations brings crucial challenges in managing AI platforms. These include a fully managed AI development environment with an integrated development environment (IDE), simplifying the end-to-end ML workflow.

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