AWS Machine Learning Blog

NOVEMBER 21, 2023

In this post, we use huggingface-sentencesimilarity-bge-large-en as an example. The numbers in the following table represent the average latency for a total of 100 requests using the same batch of input texts on the ml.g5.2xlarge and ml.c6i.xlarge instances. English BGE Base En 21.2 114 English BGE Small En 28.3

Machine Learning 83

Machine Learning Machine Learning AWS ML 83

Chatbots Life

MAY 7, 2024

lower() == "bye": human_interface = "False" writedata(ADMIN_NUMBER,MOBILE_NUMBER,human_interface) msg = "Thank you for connecting with us. lower() == "bye": human_interface = "False" writedata(ADMIN_NUMBER,MOBILE_NUMBER,human_interface) msg = "Thank you for connecting with us.

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AWS Natural Language Processing Python AI 52

AWS Machine Learning Blog

MAY 31, 2023

Use Amazon Translate with the AWS CLI You can translate the contents of a file using the following AWS CLI command. Use the following command to invoke this program: python syncDocumentTranslation.py He works with US federal financial clients. In his spare time, he enjoys watching movies and hiking with his family.

AWS 80

AWS Natural Language Processing Python ML 80

Google Research AI blog

MARCH 6, 2023

In “ Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages ”, we demonstrate that utilizing a large unlabeled multilingual dataset to pre-train the encoder of the model and fine-tuning on a smaller set of labeled data enables us to recognize under-represented languages. A sample of the languages that USM supports.

Supervised Learning 140

Supervised Learning AI AI Algorithm 140

Hacker News

MARCH 18, 2024

We're here at "alleged" for two very simple reasons: one is that AT&T is saying "the data didn't come from us", and the other is that I have no way of proving otherwise. Are you an AT&T customer and if not, are you a customer of another US telco?

Database 150

Database 150

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.

Natural Language Processing 63

Natural Language Processing AWS ML ML 63

Chatbots Life

APRIL 19, 2024

lower() == "bye": human_interface = "False" writedata(ADMIN_NUMBER,MOBILE_NUMBER,human_interface) msg = "Thank you for connecting with us. lower() == "bye": human_interface = "False" writedata(ADMIN_NUMBER,MOBILE_NUMBER,human_interface) msg = "Thank you for connecting with us.

Natural Language Processing 52

Natural Language Processing Python AI AI 52

AWS Machine Learning Blog

NOVEMBER 14, 2023

Amazon Comprehend toxicity detection is now generally available in four Regions: us-east-1, us-west-2, eu-west-1, and ap-southeast-2. This code receives the same JSON response as the AWS CLI command demonstrated earlier. We also described how you can parse the API response JSON. For more information, refer to Comprehend API document.

AWS 87

AWS Natural Language Processing ML ML 87

AWS Machine Learning Blog

JANUARY 12, 2024

We don’t use this column to feed the model; we use it to help us follow along when we print the results for those who don’t speak Danish or Spanish. We use SageMaker this time: query = "Are companies ready for the next down market?"

Natural Language Processing 108

Natural Language Processing AWS Data Science Database 108

Towards AI

MARCH 26, 2024

We will use Stanza, a library developed by Stanford NLP with different NLP tools that are very useful for our preprocessing. It consists of corrupting an input sequence by masking random words, which will be used as labels during training.

AI 57

AI AI Machine Learning Machine Learning 57

Hacker News

APRIL 5, 2023

And in turn, the criminals adapt, which brings us to Genesis Market. For example, less than 0.01% of people have a content language request header of "en-US,en,en-AU" Only 0.12% of people share a screen width of 5,120 pixel ( I'm using an ultrawide monitor ). And so on and so forth.

Analytics 135

Analytics Analytics 135

AWS Machine Learning Blog

APRIL 7, 2023

Note that this integration is only available in us-east-1 and us-west-2 , and you will be using us-east-1 for the duration of the demo. To opt in to AWS Wavelength, complete the following steps: On the Amazon VPC console, choose Zones under Settings and choose US East (Verizon) / us-east-1-wl1. Instances[*].

AWS 78

AWS Clustering ML ML 78

Towards AI

JULY 17, 2023

rc1from googletrans import Translatordef back_translate(text, target_language="fr", source_language="en"): translator = Translator(service_urls=['translate.google.com']) translation = translator.translate(text, dest=target_language).text Here is an illustration for the back translation purpose: #!pip

Python 79

Python AI AI Data Science 79

IBM Data Science in Practice

DECEMBER 7, 2022

You can make inference requests on one of the served models using curl. " } } You can further explore the REST API using the Swagger documentation which you can view with your browser at the following address. " } }, "producerId": { "name": "Aggregated Sentiment Workflow", "version": "0.0.1"

Clustering 100

Clustering AI AI AWS 100

Towards AI

MAY 3, 2023

We can identify the user and the assistant, but there is a third role called system, which allows us to better configure how the model should behave. When we use tools like ChatGPT, we always assume the role of the user, but the API lets us choose which Role we want to send to the model, for each sentence. pip install openai !pip

Python 73

Python Natural Language Processing AI AI 73

Towards AI

FEBRUARY 13, 2024

Example: We want to extract the IDs of the top 10 videos by views in US in English about the movie “The boy and the heron”. list( part="id", type='video', regionCode=regionCode, order="relevance", q= topic, maxResults=maxResults, relevanceLanguage=relevanceLanguage, fields="items(id(videoId))" ).execute()​

Python 85

Python Clustering AI AI 85

AWS Machine Learning Blog

APRIL 29, 2024

Cohere Command R/R+ models are available today for deployment and inferencing in Amazon SageMaker Studio in us-east-1 (N. Virginia), us-east-2 (Ohio), us-west-1 (N. The model is deployed in an AWS secure environment and under your virtual private cloud (VPC) controls, helping provide data security.

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AWS Natural Language Processing Database ML 81

AWS Machine Learning Blog

MARCH 28, 2024

This post discusses RAG patterns to improve response accuracy using LangChain and tools such as the parent document retriever in addition to techniques like contextual compression in order to enable developers to improve existing generative AI applications. We use an ml.t3.medium For step-by-step instructions, refer to the GitHub repo.

AWS 106

AWS Machine Learning Machine Learning AI 106

Alation

AUGUST 19, 2022

Last week, 40 Alationauts from the US, UK, and APAC donned hairnets and gloves, and joined forces with the wonderful people of Rise Against Hunger to package meals for delivery to those in need. These meals are now en route to individuals in need in Southeast Asian countries, including Vietnam, Cambodia, Malaysia, and Singapore.

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Snorkel AI

DECEMBER 12, 2023

Snorkel provides the capability to integrate generative AI technology alongside humans to amplify their effectiveness, such as in this example using Google’s PaLM 2 model. Snorkel also has experience working with seven of the top 10 US banks on many use cases, including on chatbots. What are your hours?

AI 64

AI AI Machine Learning Machine Learning 64

Snorkel AI

DECEMBER 12, 2023

Snorkel provides the capability to integrate generative AI technology alongside humans to amplify their effectiveness, such as in this example using Google’s PaLM 2 model. Snorkel also has experience working with seven of the top 10 US banks on many use cases, including on chatbots. What are your hours?

AI 59

AI AI Machine Learning Machine Learning 59

Flipboard

JANUARY 9, 2024

And that’s important: that’s what allows us to debug successfully. The source code tells us exactly what the computer is doing, at a reasonable layer of abstraction. If it’s not doing what we want, we can analyze the code and correct it. That may require rereading Kernighan and Ritchie, but it’s a tractable, well-understood problem.

Python 142

Python AI AI Data Analysis 142

DagsHub

APRIL 1, 2024

These models empower us to enhance creativity , reasoning , and understanding across various domains , enabling tasks such as summarizing text , analyzing documents , generating code , and crafting contextually relevant responses. Fine-tuning Fine-tuning requires us to have a pre-trained embedding model.

Natural Language Processing 52

Natural Language Processing Data Preparation Algorithm AI 52

Data Science 101

NOVEMBER 13, 2023

com What prompted your move away from and back to the US? Not to say that AI isn’t creative, it can help spark creativity in a Jungian sense (lol) but for me, it’s tools that help us be precise, faster and more informed Thinking of what other GPTs I’d like to make. This is for folks who are coming blind into a company.

AI 59

AI AI Deep Learning Deep Learning 59

Towards AI

FEBRUARY 4, 2024

This is done using a text-to-speech model (TTS), which receives text and outputs audio, nowadays we have many good options for those, but in this specific case, we want the audio with a consistent voice across them and mainly with a voice that fits a trailer, this is why we are using a TTS model that can clone voices.

AI 98

AI AI Database Machine Learning 98

How to Learn Machine Learning

MAY 14, 2023

With the rise of artificial intelligence (AI), there are now more tools than ever before to help us streamline our work and improve our productivity. La entrada 5 AI Powered Macbook pro tips for productivity se publicó primero en How to Learn Machine Learning. Have a wonderful day!

Machine Learning 52

Machine Learning Machine Learning AI AI 52

How to Learn Machine Learning

MAY 29, 2024

This library provides important functions that enable us to import and manipulate images inside Python. La entrada How to Create an Image-to-Text Converter in Python se publicó primero en How to Learn Machine Learning. It may take a while for the dependencies to install, so don’t worry if it takes longer than you anticipated.

Python 64

Python Machine Learning Machine Learning AI 64

AWS Machine Learning Blog

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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AWS Python 90

Towards AI

NOVEMBER 21, 2023

Suppose OpenAI staff leave en masse to join Microsoft (which doesn’t have the same AGI safeguards). Could this cause enough disruption to allow China to take the lead from the US and impact geopolitics? How far behind were Google, Anthropic, Meta, xAi, and others from releasing a GPT-4.5/5 5 level model?

AI 91

AI AI Artificial Intelligence Artificial Intelligence 91

Google Research AI blog

FEBRUARY 28, 2023

We partnered with ENS , a university in France, to help fund scholarships for students to train through research. For example, by facilitating student researchers to work with us on defined research projects, we've experienced both incremental and more dramatic improvements.

ML 72

ML ML Deep Learning Deep Learning 72

Mlearning.ai

JULY 5, 2023

Let’s build a Power App to use Azure Open AI ChatGPT to summarize the results from Cognitive Search What’s needed Register for Azure Open AI —  [link] Once got approved create a azure open ai resource in Azure portal Select region as East US At the time of writing this article gpt4, gpt3.5-turbo

Azure 52

Azure ML ML AI 52

How to Learn Machine Learning

DECEMBER 11, 2022

It is used by us, almighty data scientists and analysts to work with large datasets, perform complex operations, and create powerful data visualizations. La entrada Introduction to Pandas for Machine Learning se publicó primero en How to Learn Machine Learning.

Machine Learning 52

Machine Learning Machine Learning Data Analysis Data Analysis 52

AWS Machine Learning Blog

MARCH 1, 2023

Create the first bucket using the following command (replace ‘123456789012’ with your account ID): $ aws s3api create-bucket --acl private --bucket '123456789012-comprehend' --region us-east-1 Create the bucket to be used as the data lake for flywheel: $ aws s3api create-bucket --acl private --bucket '123456789012-comprehend-flywheel-datalake' --region (..)

Data Lakes 67

Data Lakes AWS ML ML 67

Data Science 101

SEPTEMBER 11, 2023

First, I am concerned that we think that AI can write both our Code and (unit) Tests for us. You have tools like Evosuite ( evosuite.org ) and Pex ( microsoft.com/en-us… ) that use tech like Genetic/Evolutionary algorithms or Symbolic Execution. This is IMHO dangerous thinking.

AI 110

AI AI Algorithm Database 110

Heartbeat

MAY 9, 2023

Let’s load the ‘Emotions’ dataset using this library and create a smaller subset of the dataset’s training, validation and test sets as follows. names Let’s define our labels in dictionary format as “tag name” and “tag id” to be used when defining in SpaCy data format. Let’s use SpaCy’s built-in tools to create a configuration.

Natural Language Processing 59

Natural Language Processing ML ML Machine Learning 59

Smart Data Collective

NOVEMBER 4, 2021

A GPS can help us reach our destination, but it can also compromise our privacy. A geolocation transponder is very useful on a highway, since it picks up the beacon and charges the cost to your account. This massive processing of data reveals our tastes, movements and desires. It provides great value for companies and consumers alike.

Big Data 108

Big Data Big Data 108

How to Learn Machine Learning

MARCH 26, 2023

These reports can then be used for appraisals, promotions, and contract renewals. The Machine Learning era is already upon us. Sooner rather than later, you can expect machine learning tools such as process mining software and chatbots to become commonly used in your workplace.

Machine Learning 52

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 52