AWS Machine Learning Blog

NOVEMBER 22, 2023

When a customer has a production-ready intelligent document processing (IDP) workload, we often receive requests for a Well-Architected review. We start with discussing some common indicators that you should conduct a Well-Architected review, and introduce the fundamental approaches with design principles.

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IDP ML Machine Learning Automation 93

AWS Machine Learning Blog

MARCH 29, 2024

In the following sections, we walk you through the steps to build the solution architecture. Review Talkdesk APIs for further details for any additional tasks that may be required as part of your specific implementation. In the UI configuration section, set enableLiveChat to true.

Chatbots 92

Chatbots Conversational AI Software Engineer Artificial Intelligence 92

AWS Machine Learning Blog

APRIL 3, 2024

Review and prepare the dataset. These steps are discussed in detail in the following sections. Run a contextual search In this section, we show the results of contextual search based on a text or image query. You can do this by running the cleanup section of the notebook. Now you can perform a real-time multimodal search.

Machine Learning 100

Machine Learning Generative AI Metadata ML 100

Snorkel AI

OCTOBER 13, 2023

The following sections will investigate each step in detail. Dataset: Amazon Reviews This demonstration uses the Amazon Reviews dataset, accessible here. Turbo performs on Amazon Reviews using zero-shot learning. Book a demo today. See what Snorkel can do to accelerate your data science and machine learning teams.

Prompt Engineer 64

Prompt Engineer Prompt Engineering Large Language Models OpenAI 64

Snorkel AI

NOVEMBER 28, 2023

The following sections will investigate each step in detail. Dataset: Amazon Reviews This demonstration uses the Amazon Reviews dataset, accessible here. Step 1: Evaluate the base model on zero-shot learning (ZSL) Start by evaluating how Llama 2 performs on Amazon Reviews using zero-shot learning. Book a demo today.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models Data Science 59

Snorkel AI

NOVEMBER 28, 2023

The following sections will investigate each step in detail. Dataset: Amazon Reviews This demonstration uses the Amazon Reviews dataset, accessible here. Step 1: Evaluate the base model on zero-shot learning (ZSL) Start by evaluating how Llama 2 performs on Amazon Reviews using zero-shot learning. Book a demo today.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models Data Science 59

Snorkel AI

OCTOBER 13, 2023

The following sections will investigate each step in detail. Dataset: Amazon Reviews This demonstration uses the Amazon Reviews dataset, accessible here. Turbo performs on Amazon Reviews using zero-shot learning. Book a demo today. See what Snorkel can do to accelerate your data science and machine learning teams.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models OpenAI 59

Unite.AI

DECEMBER 18, 2023

The idea of artificial intelligence writing entire novels may sound like fiction, but Sudowrite offers practical AI tools to help authors through the whole book writing process. In this Sudowrite review, I will explain what Sudowrite is and who it's best for. Read our Jasper Review or visit Jasper. It truly works like magic!

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AI AI Auto-complete AI Tools 130

Artificial Corner

AUGUST 3, 2023

ETA (Estimated Time of Arrival) Source You must have booked a cab many times while going out. One-click Chat System Source Suppose you have booked a cab and patiently waiting for it to come. Earlier, when customers raise a complaint, they have to go to the help section of the app and explain the issue.

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ML Machine Learning Data Scientist Deep Learning 98

AWS Machine Learning Blog

JUNE 15, 2023

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. In each sub-pipeline, we first build the parallel data in Amazon Translate using the high-quality dataset of tailed translation examples from the human-translated D2L books.

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Natural Language Processing Auto-complete Deep Learning Machine Learning 74

AWS Machine Learning Blog

NOVEMBER 17, 2023

Agents extend FMs to run complex business tasks—from booking travel and processing insurance claims to creating ad campaigns and managing inventory—all without writing any code. In the final step, review the agent configuration and select Create Agent. We encourage you to learn more by reviewing additional features of Amazon Bedrock.

DevOps 86

DevOps Prompt Engineer Prompt Engineering Automation 86

Flipboard

MARCH 7, 2023

The assessments, in addition to giving feedback about every student, have also led to some structural changes in how the Sto-Rox district’s kindergarten sections are organized. The study found that, on average, students started out reading books intended for kindergarten and first grade.

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Explainability Automation Artificial Intelligence Artificial Intelligence 147

Ofemwire

MARCH 1, 2024

Include sections on nutrition, exercise, stress management, mindfulness practices, and self-care rituals. Review Industry Trends : Stay updated on industry trends, news, and developments relevant to your niche. Let me know what you think about this blog post in the comment section below.

AI 111

AI AI Natural Language Processing Explainability 111

Heartbeat

OCTOBER 9, 2023

We will explore image-based 3D modeling, historical document digitalization, and virtual heritage interactions in the upcoming sections. Throughout digitization, high-resolution images of each page or section in a document are collected using advanced scanning equipment or digital cameras. Ekanayake, B., F., & Smith, P. Brutto, M.

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Computer Vision Algorithm Deep Learning Machine Learning 52

How to Learn Machine Learning

JANUARY 10, 2023

In the following sections, we will explore the top 10 Most Significant Benefits of Artificial Intelligence, so relax, sit back, and enjoy! If your looking to learn more about AI, you can find some awesome book reviews like: Artificial Intelligence: A modern approach.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Automation 52

Viso.ai

FEBRUARY 11, 2024

To learn more about using Viso Suite to source data, train your model, and deploy it wherever you’d like, book a demo with us. AI sometimes injects sections that seem random or tangential to the central theme, disrupting the smooth flow of the text and leaving the reader wondering about their purpose or relevance.

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Metadata Computer Vision AI AI 59

Viso.ai

FEBRUARY 11, 2024

To learn more about using Viso Suite to source data, train your model, and deploy it wherever you’d like, book a demo with us. AI sometimes injects sections that seem random or tangential to the central theme, disrupting the smooth flow of the text and leaving the reader wondering about their purpose or relevance.

Metadata 59

Metadata Computer Vision AI AI 59

PyImageSearch

FEBRUARY 6, 2023

Jump Right To The Downloads Section Training a Custom Image Classification Network for OAK-D Before we start data loading, analysis, and training the classification network on the data, we must carefully pick the suitable classification architecture as it would finally be deployed on the OAK. Looking for the source code to this post?

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Auto-classification Computer Vision Neural Network Deep Learning 144

PyImageSearch

APRIL 24, 2023

Jump Right To The Downloads Section What’s Behind PyTorch 2.0? Project Structure We first need to review our project directory structure. Start by accessing the “Downloads” section of this tutorial to retrieve the source code. We will discuss these files in detail in subsequent sections. just keep reading.

Neural Network 103

Neural Network Computer Vision Deep Learning Python 103

Unite.AI

AUGUST 15, 2023

This powerful program has extensively analyzed vast amounts of text from various sources, from the Internet and books, enabling it to comprehend and generate English content proficiently. Content Quality In this section, I will compare the content quality between Jasper AI and Copy AI.

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AI AI Chatbots Natural Language Processing 246

The MLOps Blog

FEBRUARY 22, 2024

In the next section, we’ll look into implementing it in practice. Chip Huyen, in her excellent book “ Designing Machine Learning Systems ,” distinguishes four stages of advancement: Manual, stateless retraining : There is no automation. However, identifying a scenario and selecting a proper method is just half of success.

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Continuous Learning Machine Learning ML Neural Network 59

Mlearning.ai

JULY 23, 2023

Similarly, review websites and e-commerce platforms use it to automatically analyze and summarize customer feedback, allowing potential customers to make informed decisions. This section will include some mathematics formula and calculations, so if you hate math, you can just skip it or maybe just read it for the sake of education.

Explainability 52

Explainability Categorization Algorithm NLP 52

Cold Takes

JUNE 23, 2022

Few people even have a hypothesis I've searched a fair amount for books, papers, etc. The best book on this topic I've seen is Boards that Lead by Ram Charan, focused on for-profit boards (but pretty good IMO). What makes a good board member? adding and removing board members). What risks and decisions are big enough?

Explainability 59

Explainability 59

PyImageSearch

MARCH 20, 2023

Jump Right To The Downloads Section Training and Making Predictions with Siamese Networks and Triplet Loss In the second part of this series, we developed the modules required to build the data pipeline for our face recognition application. Project Structure We first need to review our project directory structure. Download the code!

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Computer Vision Deep Learning Neural Network Python 117

Heartbeat

MARCH 22, 2023

We will feed the stemmer the tokens_no_stopwords list derived from removing the stop words section. In this case, we could tag the tokenized data, extract all the adjectives, and evaluate the review’s sentiment. We will feed the lemmatizer the tokens_no_stopwords list derived from removing the stop words section.

Natural Language Processing 52

Natural Language Processing NLP Deep Learning Machine Learning 52

Flipboard

MARCH 6, 2023

Jump Right To The Downloads Section Triplet Loss with Keras and TensorFlow In the first part of this series, we discussed the basic formulation of a contrastive loss and how it can be used to learn a distance measure based on similarity. Project Structure We first need to review our project directory structure. Download the code!

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Computer Vision Deep Learning Neural Network Artificial Intelligence 97

AWS Machine Learning Blog

FEBRUARY 19, 2024

For more details, refer to the Primer on Retrieval Augmented Generation, Embeddings, and Vector Databases section in Preview – Connect Foundation Models to Your Company Data Sources with Agents for Amazon Bedrock. In the Knowledge base details section, enter a name and optional description. Choose Create knowledge base. Choose Next.

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Chatbots Data Ingestion Machine Learning Generative AI 98

PyImageSearch

APRIL 3, 2023

Jump Right To The Downloads Section Deploying a Custom Image Classifier on an OAK-D Introduction As a deep learning engineer or practitioner, you may be working in a team building a product that requires you to train deep learning models on a specific data modality (e.g., Looking for the source code to this post? No installation required.

Neural Network 64

Neural Network Computer Vision Deep Learning AI 64

AWS Machine Learning Blog

AUGUST 11, 2023

As a quick review, NLI considers two sentences: a premise and a hypothesis. Note that by following the steps in this section, you will deploy infrastructure to your AWS account that may incur costs. In the following video, we show a walkthrough of the steps in this section. In the Solutions section, choose Explore All Solutions.

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Natural Language Processing NLP Python Machine Learning 75

Topbots

JULY 24, 2023

” When relevant, suggest specific reference texts to review beforehand. Delimiters can take various forms such as triple quotes (“””), triple backticks (“`), triple dashes (—), angle brackets (< >), XML tags (<tag> </tag>), or section titles.

Prompt Engineer 98

Prompt Engineer Prompt Engineering LLM ChatGPT 98

Flipboard

FEBRUARY 13, 2023

Jump Right To The Downloads Section Building a Dataset for Triplet Loss with Keras and TensorFlow In the previous tutorial , we looked into the formulation of the simplest form of contrastive loss. Project Structure We first need to review our project directory structure. Looking for the source code to this post? The crop_faces.py

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Computer Vision Deep Learning Neural Network Auto-complete 106

Flipboard

JUNE 20, 2023

Instead of a single prompt for an entire blog post, start with the introduction, then ask for each subsequent section. Revamp Reviews Need an opinion on a book or article? “Give me a review of the book ‘Marketing for the Digital Age.'” Simply ask ChatGPT.

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ChatGPT Explainability Large Language Models AI Strategy 116

AWS Machine Learning Blog

NOVEMBER 30, 2023

Results are delivered in multiple formats, helping you to review, analyze and operationalize high-risk items, and make an informed decision on the right LLM for your use case. Q&A -­ Measures how well the model performs in both the closed-book and the open-book setting.

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Large Language Models LLM Algorithm Responsible AI 88

Flipboard

MARCH 22, 2023

Solution overview In the following sections, we provide steps for an administrator to set up the IdP, Snowflake, and Studio. The information and procedures in this section help you understand how to properly use the documentation provided by your IdP. In the Tags section, add a tag with the key SageMaker and value true.

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IDP Data Scientist Categorization Data Quality 100

AWS Machine Learning Blog

NOVEMBER 22, 2023

The IDP Well-Architected Custom Lens outlines the steps for performing an AWS Well-Architected review that allows you to assess and identify technical risks of your IDP workloads. Manage changes through automation, which then can be tracked and reviewed. Maintain consistency in annotation style and while annotating fields with spaces.

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IDP Automation Machine Learning ML 81

AWS Machine Learning Blog

JANUARY 6, 2023

The best practices listed in the following sections can support you in building a bot that will give your customers a great user experience and work well for your use case. The best practices in this section can help you create intents that will be recognizable and more likely to be matched with the desired utterance. Creating intents.

ML 79

ML Conversational AI Machine Learning Chatbots 79

AWS Machine Learning Blog

OCTOBER 9, 2023

According to Gartner , 85% of software buyers trust online reviews as much as personal recommendations. Customers provide feedback and reviews about products they have purchased through many channels, including review websites, vendor websites, sales calls, social media, and many others.

Machine Learning 80

Machine Learning Categorization ML DevOps 80