AWS Machine Learning

DECEMBER 1, 2023

For example, MLOps engineers typically perform model deployment activities, whereas data scientists perform ML training and validation activities. You can also configure Canvas , Code Editor, and RStudio. In this example use case, you have created a new SageMaker Studio domain with two subnets: subnet-1 and subnet-2.

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ReviewTrackers

SEPTEMBER 13, 2023

Take a look at the example below, which highlights reviews of a carpet cleaning business. The main link between SEO performance and reviews is review schema markup code. For example, the image above shows a SERP entry for a blog post on how to boost a business’s online presence.

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Study Examples Customer Experience Data 128

ReviewTrackers

SEPTEMBER 7, 2023

Take a look at the example below, which highlights reviews of a carpet cleaning business. The main link between SEO performance and reviews is review schema markup code. For example, the image above shows a SERP entry for a blog post on how to boost a business’s online presence.

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Examples Study Customers Customer Experience 123

Magellan Solutions

SEPTEMBER 18, 2023

Here are some of the tough challenges they had: Manual Coding Everything in building a website needed to be coded manually. Developers had to write and test code separately for each browser. Developers had to write special code to make sure a website looked good on desktops, tablets, and phones.

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AWS Machine Learning

NOVEMBER 30, 2023

We provide detailed information and GitHub examples for this new SageMaker capability. Provides a smooth transition from local to SageMaker hosted endpoint – With minimal code changes, models can be easily transitioned from local testing to deployment on a SageMaker endpoint. For example: input = "How is the demo going?"

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Training Travel Examples Data 99

delighted

APRIL 19, 2023

QR code surveys, available with our Link survey distribution method , extend those same benefits to feedback collection during real-world physical interactions. With QR code surveys, it’s easier than ever to get feedback on the go – all the respondent needs is a smartphone. New to QR code surveys, or need a refresher?

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CSM Magazine

FEBRUARY 12, 2024

However, how can you guarantee that your code is coherent, easy to understand, and devoid of errors? Linters are tools that scan a code for syntax mistakes, formatting violations, code smells, and security threats, among other possible problems. A linter is a software program that scans a code and reports any problems it finds.

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AWS Machine Learning

APRIL 8, 2024

For example, you can use legal documents with similar terms for different contexts, or movies that have a similar plot released in different years. Filters on the operating system or application version, for example, can help avoid retrieving obsolete or irrelevant documents. Metadata can be string, number, or Boolean.

Knowledge Base 106

Knowledge Base Strategy Examples Meeting 106

Circular Edge

MARCH 4, 2024

To learn more, schedule a one-on-one meeting and engage with digital resources, visit [link] Ascend Read More “What AtomIQ delivers is a low-code/no-code development platform that enables organizations to deploy one universal app with a modern UI to realize unified user experiences across their ERP and beyond.

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AWS Machine Learning

NOVEMBER 27, 2023

In this example, we have chosen Amazon OpenSearch as our vector database. From the example code snippets, browse and select extract text from pdf. Make necessary changes to code snippet and select Add. From the example code snippets, browse and select mask PII. Choose Add Step and choose Custom Transform.

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Data Knowledge Base Policies Training 75

Inbenta

MARCH 13, 2023

The Generative AI platform’s meteoric rise is understandable – a new and transformative AI tool capable of fixing code, responding to questions, writing emails and articles, and everything in between, is now widely available to the public. The data used to train ChatGPT is also impressive — 45 terabytes of text data.

Chatbots 111

Chatbots eBook Tools Training 111

Optimove

AUGUST 15, 2023

QR code scans quadrupled in 2022; 72% of us scan a QR code at least once a month (MobileIron), and recent predictions tell us that 99.5 million people in the US will be using QR codes by 2025 – not bad for a technology that’s had more than its fair share of naysayers! Need a bit of convincing? Long and short? The result?

Brands 52

Brands Marketing Advertising Video 52

AWS Machine Learning

FEBRUARY 21, 2023

Generative AI applications can perform a variety of tasks, including text summarization, answering questions, code generation, image creation, and writing essays and articles. AWS has a deep history of innovation in generative AI. The benefits are: faster training and scaling low-latency and high-throughput inference.

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Training Innovation Tools Examples 96

SurveySensum

FEBRUARY 16, 2023

There has been a lot of discussion around the NPS surveys, but one question, however, remains unanswered – Should you color code the NPS scale? And with many expert people sharing their thoughts, we collated everything here to give you a comprehensive picture of the controvertible topic of color coding the NPS Scale.

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NPS Net Promoter Score Effort Score Survey 97

AWS Machine Learning

JANUARY 16, 2024

The example notebook and code for this solution are available on this GitHub repository. For example, when you have multiple audio files, one instance might process input1.wav, For additional details, please refer to the code on GitHub. We’ll dive into these options in more detail later in this post.

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Data How To Groups Analysis 104

delighted

FEBRUARY 26, 2024

In this post, we’ll cover the basics of NPS, best practices, examples, and tips for the most effective NPS email surveys. NPS email examples The NPS survey, though simple, is very versatile. Here are some examples of NPS emails: Customer NPS email example Subject line: Got a minute? What is NPS? How did we do?

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NPS Examples Tips Survey 98

AWS Machine Learning

MARCH 12, 2024

LLMs have broad applicability, including chatbots, content generation, language translation, sentiment analysis, question answering systems, search engines, and code generation. In our example use case, an LLM service is designed to answer employee healthcare benefit questions or provide a personal retirement plan.

Chatbots 92

Chatbots Data Policies Healthcare 92

Beyond Philosophy

AUGUST 4, 2022

Dr. Turner explains that he thinks of AI the way author Cathy O’Neil does in Weapons of Math Destruction : Algorithms are opinions embedded in code. For example, approve a loan or not? For example, when an algorithm is used to suggest a thumbnail for a social media platform content, the biases become clear.

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AWS Machine Learning

NOVEMBER 21, 2023

To do this, we’ll use a predictive maintenance example where we classify faults in an operational pump that’s streaming live sensor data. We Our objective is to demonstrate the combined power of MATLAB and Amazon SageMaker using this fault classification example. In this example, the data is already clean.

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AWS Machine Learning

DECEMBER 14, 2023

In this post, we walk you through the steps of setting up the pre-labeling tool and show examples of how it automatically annotates documents from a public dataset of sample bank statements in PDF format. The full code is available on the GitHub repo. For the demo, we use simulated bank statements like the following example.

Banking 93

Banking Effort Score Training Tools 93

AWS Machine Learning

OCTOBER 27, 2023

You can use the following code to identify recommended items for users: get_recommendations_response = personalize_runtime.get_recommendations( recommenderArn = workshop_recommender_top_picks_arn, userId = str(user_id), numResults = number_of_movies_to_recommend) For more information, see the Amazon Personalize API reference. No problem!

Marketing 88

Marketing Travel e-support Entertainment 88

AWS Machine Learning

MARCH 8, 2023

All code for this post is available in the GitHub repo. Set up a SageMaker Notebook and IAM role We use AWS CloudFormation to create a SageMaker notebook called aws-aiml-blogpost-sagemaker-snowflake-example and an IAM role called SageMakerSnowFlakeExample. See the snowflake-load-dataset.ipynb notebook for the full code.

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AWS Machine Learning

JULY 11, 2023

As more and more customers are looking to put machine learning (ML) workloads in production, there is a large push in organizations to shorten the development lifecycle of ML code. With Amazon SageMaker , you can use the @remote decorator to run a SageMaker training job simply by annotating your Python code with an @remote decorator.

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Training Connections Resources Sports 58

AWS Machine Learning

NOVEMBER 29, 2023

Not all data contributes equally to the learning process during model training: a significant proportion of the computational resources may be spent on processing simple examples that don’t contribute substantially to the model’s overall accuracy. If you want to get started quickly, you can jump to the PyTorch or PyTorch Lightning examples.

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AWS Machine Learning

OCTOBER 2, 2023

Inference – Load the model and run inference code for image predictions. In the following sections, we discuss the details for each step and show how to embed this process into an automated and repeatable orchestration and CI/CD workflow for both the ML models and corresponding inference code. Firstly, we simulate an edge device.

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Training Software System Effort Score 92

Solvvy

APRIL 1, 2022

Building on the continued commercial success of our powerful Conversational AI for top online brands and marketplaces, Solvvy is pleased to announce that our no-code Workflow Builder and Omnichannel routing is now available to parents with children who might need an extra ‘nudge’ to stay on task. .

Social Media 108

Social Media Omni-Channel Report Video 108

AWS Machine Learning

NOVEMBER 29, 2023

With this integration, SageMaker Canvas provides customers with an end-to-end no-code workspace to prepare data, build and use ML and foundations models to accelerate time from data to business insights. For example, you can get statistics and feature correlation analysis on the loan data using natural phrases.

Data 104

Data Analysis Training Financial 104

AWS Machine Learning

OCTOBER 6, 2023

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. We include some examples of personalized messages later in this post. Code walkthrough In this section, we provide examples of the code.

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AWS Machine Learning

DECEMBER 22, 2023

You can also refer to our example notebooks to get started. As demonstrated in the following code snippet, SMP’s updated APIs for techniques such as sharded data parallelism mirror those of PyTorch. SMP v2 allows you to enable this technique with a few lines of code change and unlock stable training even on large clusters.

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AWS Machine Learning

SEPTEMBER 12, 2023

Two environment variables are provided here: source_language – The original language that the application log is in (for example, ja for Japanese) target_language – The target language to translate the application log to (for example, en for English) For a list of supported languages, refer to Supported languages and language codes.

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Groups Financial Examples Data 97

Thematic

DECEMBER 10, 2023

Content Analysis Content analysis is a systematic and objective approach to analyzing data by categorizing, coding, and quantifying specific words, themes, or concepts within a text. By assigning codes to different segments of the text, researchers can identify recurring themes, sentiments, or messages. Sound complicated?

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Analysis Data Social Media Feedback 62

AWS Machine Learning

APRIL 11, 2023

As an example, we use a custom Amazon Rekognition demo, which will annotate and label an uploaded image. The code for this blog can be found in this GitHub repository. Inside the Studio EC2 instance exists the example code and dependencies list. The code for this blog can be found in this GitHub repository.

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AWS Machine Learning

AUGUST 14, 2023

The code for all the steps in this demo is available in the following notebook. The model is fine-tuned with a set of input and output examples for each task, allowing the model to generalize to new tasks that it hasn’t been explicitly trained on as long as prompts are provided for the tasks.

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Training How To Chatbots Examples 72

SurveySensum

JANUARY 18, 2024

Treat yourself with code BEAUTY15. Use the code WELCOMEBACK10. For example, a fitness app could automatically send an SMS confirmation and reminder for a user’s booked workout class: “Hi [Customer Name]! Enjoy an extra 15% off with code TECH15. Use the code STYLE20. Offer ends soon!”

Marketing 52

Marketing Fashion Customer Journeys Return on Investment 52

SurveySparrow

FEBRUARY 14, 2022

We all know about QR (Quick Response) codes. One of these is letting you collect feedback on the spot with QR code surveys. This article will talk about: What are QR code surveys? Step-by-step guide to create a QR code for surveys. Benefits of QR code surveys. Examples of QR surveys in action. Head to Share.

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Examples Survey Feedback Ecommerce 52

AWS Machine Learning

OCTOBER 31, 2023

An example of account linking would be to identify the relationship between Amazon and its subsidiary, Whole Foods Market [ source ]. See the following example: Question: Who is the parent company of One Medical? Use the following code to create an endpoint: # Spin FLAN-T5-XXL Sagemaker Endpoint llm = SagemakerEndpoint(.)

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AWS Machine Learning

FEBRUARY 29, 2024

The following Python code snippet creates a search pipeline with a personalized_search_ranking response processor on an OpenSearch Service domain. For example: [link].es.amazonaws.com. No ML expertise is required. recipe Yes None Specify the name of the Amazon Personalize recipe to use. Specify a value within a range of 0.0–1.0.

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