Towards AI

FEBRUARY 6, 2024

While rounding Alpha Centauri en route to its first destination — the torrid 55 Cancri E — the unwary Spaceship Titanic collided with a spacetime anomaly hidden within a dust cloud. solution This is a classification problem i.e. we need to find whether the passenger was transported or not. let’s explore the data first.

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Smart Data Collective

AUGUST 2, 2022

The impact of automotive software solutions is so crucial nowadays, that experts coined the term software-defined vehicle. The main difference comparing to previous years is that automotive software solutions are no longer extra gadgets but are the central part of the vehicle development process. AI helps with all of these issues.

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AWS Machine Learning Blog

AUGUST 11, 2023

Solution overview We use the following custom terminology file to explore the enhanced custom terminology features. The source sentence “any action-specific parameters are listed in the topic for that action” is translated to “odos los parámetros especificos de acción aparecen en el tema de esa acción” to inflect the correct adjective.

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Precisely

DECEMBER 1, 2023

And what do those “right” last-mile delivery solutions look like? Read our eBook The 6 Capabilities You Need in a Geo Addressing Solution Read our eBook to explore the considerations for selecting a geo addressing solution that supports a winning location intelligence business strategy. What is Last-Mile Delivery?

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Analytics Analytics 59

Snorkel AI

DECEMBER 12, 2023

In this example, we will outline how Google Cloud solutions and Snorkel AI”s data development platform can be combined to develop highly accurate, large-scale intent-matching capabilities inside of DialogflowCX for a typical retail bank support use case. What are your hours? To learn more, set up a free consultation.

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Snorkel AI

DECEMBER 12, 2023

In this example, we will outline how Google Cloud solutions and Snorkel AI”s data development platform can be combined to develop highly accurate, large-scale intent-matching capabilities inside of DialogflowCX for a typical retail bank support use case. What are your hours? To learn more, set up a free consultation.

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AI AI Machine Learning Machine Learning 59

Precisely

MARCH 5, 2024

If you’re running multiple SAP instances, including hybrid cloud solutions, this kind of deep SAP integration is critical. You will also want solutions that offer sophisticated process automation capabilities and a robust approach to data stewardship. It should allow you to supply, update, or approve data using role-based forms.

Data Quality 52

Data Quality 52

AWS Machine Learning Blog

JULY 3, 2023

To address this, you need an automated solution to extract the contents within these PDFs and translate them quickly and cost-efficiently. There’s a need to find a scalable, reliable, and cost-effective solution to translate documents while retaining the original document formatting. This is a manual, slow, and expensive human effort.

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AWS Machine Learning Blog

APRIL 4, 2023

AWS provides various services catered to time series data that are low code/no code, which both machine learning (ML) and non-ML practitioners can use for building ML solutions. Solution overview Clustering is an unsupervised ML technique that groups items together based on a distance metric.

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AWS Machine Learning Blog

APRIL 7, 2023

As an example, smart venue solutions can use near-real-time computer vision for crowd analytics over 5G networks, all while minimizing investment in on-premises hardware networking equipment. infer-tensorflow-tc-bert-en-uncased-L-12-H-768-A-12-2.tar.gz Run the train_model.py amazonaws.com/tensorflow-inference:2.8-cpu sourcedir.tar.gz

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IBM Journey to AI blog

FEBRUARY 22, 2024

The IBM Cloud Data Security Broker solution is data privacy focused and has field level encryption, tokenization and anonymization at a granular level such as PII data in databases to help shield sensitive data from cloud administration and is designed to help clients with their data privacy needs.

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Database Cloud Computing Cloud Data AI 80

How to Learn Machine Learning

JANUARY 10, 2023

If you’re still thinking about whether or not to implement AI software solutions into your business, then this article is for you. Enhanced Accuracy and Precision AI software solutions can help achieve accuracy and precision in operational and decision-making processes.

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IBM Data Science in Practice

MARCH 13, 2023

Knative Serving is an Open-Source Enterprise-level solution to build Serverless and Event Driven Applications in Kubernetes / OpenShift cluster. This tutorial walks you through the steps to serve pretrained Watson NLP models using Knative Serving in a Red Hat OpenShift cluster. To create the Service, run the following command.

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IBM Data Science in Practice

DECEMBER 7, 2022

You can further browse the collection of self-serve assets on Github , and if you are an IBM Business Partner, you can also start building AI solutions on Tech Zone. You can make inference requests on one of the served models using curl.

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AWS Machine Learning Blog

MAY 18, 2023

Solution overview You can use Amazon Kendra as a central location to index the content provided by various data sources for intelligent search. In the following sections, we go through the steps to create an index, add the SharePoint connector, and test the solution. Choose English (en) for Default language. Enter optional tags.

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How to Learn Machine Learning

APRIL 23, 2023

But all of these hurdles come with a solution, so with a little effort into making processes suitable and ensuring all aspects of Machine Learning are given focus, this endeavor can be rewarding. A solution for this concern is to strengthen the department where experimentation phases occur.

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AWS Machine Learning Blog

FEBRUARY 20, 2024

The engagement focused on delivering a functional solution for the localization process, while providing hands-on training to ZOO Digital developers on SageMaker, Amazon Transcribe , and Amazon Translate. Solution overview In this prototype, we stored the original media files in a specified Amazon Simple Storage Service (Amazon S3) bucket.

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AWS Machine Learning Blog

AUGUST 21, 2023

Solution overview SageMaker Clarify provides ML developers with purpose-built tools to gain greater insights into their ML training data and models. This solution can be integrated into existing decision support systems to provide another data point to clinicians as they evaluate patients for admission into the ICU.

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AWS Machine Learning Blog

MARCH 1, 2023

Solution overview Please find the following steps to set up the environment and the data lake to create a Comprehend flywheel iteration to retrain the custom models. About the Author Supreeth S Angadi is a Greenfield Startup Solutions Architect at AWS and a member of AI/ML technical field community. Happy learning and experimentation!

Data Lakes 68

Data Lakes AWS ML ML 68

AWS Machine Learning Blog

APRIL 25, 2023

Solution overview A data source is a data repository or location that Amazon Kendra connects to and indexes your documents or content. In our solution, we ingest emails and attachments from Gmail by configuring the new Gmail data source connector to filter for emails that meet a certain filter criterion.

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How to Learn Machine Learning

MARCH 26, 2023

Here’s where machine learning-based process mining tools prove to be the perfect solution. La entrada Machine Learning in the Workplace: its actual and future impact se publicó primero en How to Learn Machine Learning. Thank you very much for reading How to Learn Machine learning, as always keep leaning and have a great day!

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IBM Journey to AI blog

OCTOBER 11, 2023

This case study may inspire other businesses to explore similar solutions for improving customer engagement and satisfaction. It’s a testament to their commitment to enhancing the customer experience and streamlining operations.

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AWS Machine Learning Blog

APRIL 16, 2024

Solution overview We have chosen the Book Trip bot as our starting point for this exercise. See the following code: BotLocales: - LocaleId: "en_US" Description: "en US locale" NluConfidenceThreshold: 0.40 Solutions Architect on the Amazon Lex team. The details of these nodes are demonstrated in the provided template.

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Data Science 101

SEPTEMBER 11, 2023

What is a draw-back of no code solutions? You have tools like Evosuite ( evosuite.org ) and Pex ( microsoft.com/en-us… ) that use tech like Genetic/Evolutionary algorithms or Symbolic Execution. But I think being able to automate routine things like that will free up time for other things in life — and I think software can help!

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AI AI Algorithm Database 110

Kaggle

JULY 23, 2020

What was the run time for both training and prediction of your winning solution? It definitely helped me to build a more well-rounded solution that is user-friendly and accessible by anyone. Transforming the documents and training the topic model takes roughly a day. Teamwork How did your team form? Just for fun What is your dream job?

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AWS Machine Learning Blog

NOVEMBER 21, 2023

In this post, we use huggingface-sentencesimilarity-bge-large-en as an example. English BGE Base En 21.2 114 English BGE Small En 28.3 English BGE Large En 34.7 English BGE Base En 29.1 372 English BGE Small En 29.2 124 English BGE Large En 47.2 337 English Multilingual E5 Base 22.1

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Machine Learning Machine Learning AWS ML 87

Flipboard

NOVEMBER 20, 2023

A typical RAG solution for knowledge retrieval from documents uses an embeddings model to convert the data from the data sources to embeddings and stores these embeddings in a vector database. In this post, we demonstrate how to use Amazon SageMaker Studio to build a RAG question answering solution. embeddings.

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AWS Machine Learning Blog

MARCH 28, 2024

However, when building generative AI applications, you can use an alternative solution that allows for the dynamic incorporation of external knowledge and allows you to control the information used for generation without the need to fine-tune your existing foundational model. Before you get started with the solution, create an AWS account.

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AWS Machine Learning Blog

AUGUST 14, 2023

Amazon SageMaker JumpStart is a machine learning (ML) hub offering algorithms, models, and ML solutions. Solution overview In this post, we show how to use the state-of-the-art instruction-tuned BloomZ 176B model from Hugging Face for text generation. Translation: Hugging Face revolutionized NLP. ### Cela est incroyable!

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How to Learn Machine Learning

APRIL 23, 2023

Author Bio: Marijn Overvest is the founder of Procurement Tactics , a company that provides procurement solutions to businesses. As always, thank you very much for reading How to Learn Machine Learnin g, and have a wonderful day!

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AWS Machine Learning Blog

JANUARY 12, 2024

Cohere’s multilingual embedding model Cohere is a leading enterprise AI platform that builds world-class large language models (LLMs) and LLM-powered solutions that allow computers to search, capture meaning, and converse in text. They provide ease of use and strong security and privacy controls.

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AWS Machine Learning Blog

FEBRUARY 9, 2024

We describe how the solution and Amazon Bedrock consumption plans map to the general SaaS journey framework. The code for the solution and an AWS Cloud Development Kit (AWS CDK) template is available in the GitHub repository. For simplicity, we do not include these in this solution.

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How to Learn Machine Learning

JANUARY 21, 2023

This market growth can be attributed to factors such as increasing demand for AI-based solutions in healthcare, retail, and automotive industries, as well as rising investments from tech giants such as Google , Microsoft , and IBM. La entrada Artificial Intelligence trends in 2023 se publicó primero en How to Learn Machine Learning.

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Artificial Intelligence Artificial Intelligence Machine Learning Machine Learning 52

Explosion

JANUARY 29, 2023

February saw the launch of spaCy Tailored Pipelines , where we offer custom-made solutions by spaCy’s core developers for your NLP problems. Our ever-popular “Advanced NLP with spaCy” course has got you covered, and is now available en français on top of our current languages: English, German, Spanish, Portuguese, Japanese and Chinese.

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How to Learn Machine Learning

JANUARY 21, 2023

This chat can be a very help full tool for your business website and to improve you website traffic you can contact with Incrementors Wyoming website optimization solution Building an AI chatbot can be a great project for beginners as it introduces them to the basics of Natural Language Processing, Machine Learning, and programming.

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AWS Machine Learning Blog

SEPTEMBER 8, 2023

SageMaker JumpStart is a low-code service that comes with pre-built solutions, example notebooks, and many state-of-the-art, pre-trained models from publicly available sources that are straightforward to deploy with a single click into your AWS account. Overview of solution The solution is divided into two main sections.

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AWS Machine Learning Blog

DECEMBER 5, 2023

The solution discussed in this post can easily be applied to other businesses/use-cases as well, such as healthcare, manufacturing, and research. Solution overview In this proposed solution, we will 1) classify insurance claims submissions into various classes, and 2) retrieve insurance-specific entities from these documents.

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