AWS Machine Learning Blog

JUNE 15, 2023

Dive into Deep Learning ( D2L.ai ) is an open-source textbook that makes deep learning accessible to everyone. It features interactive Jupyter notebooks with self-contained code in PyTorch, JAX, TensorFlow, and MXNet, as well as real-world examples, exposition figures, and math. In this post, we present a solution that D2L.ai

Natural Language Processing 74

Natural Language Processing Auto-complete Deep Learning Machine Learning 74

John Snow Labs

AUGUST 29, 2023

It’s a well-established principle: any LLM, whether open-source or proprietary, isn’t dependable without a RAG. And truly, there can’t be an effective RAG without an NLP library that is production-ready, natively distributed, state-of-the-art, and user-friendly. This holds true in our 5.1 We’re excited to unveil Spark NLP 5.1

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John Snow Labs

OCTOBER 10, 2023

setOutputCol("document") ) E5_embedding = ( nlp.E5Embeddings.pretrained( "finembedding_e5_base", "en", "finance/models" ).setInputCols(["document"]).setOutputCol("E5") Version 1.19.0 setInputCol("text").setOutputCol("document") setInputCols(["document"]).setOutputCol("E5")

NLP 52

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John Snow Labs

APRIL 22, 2024

Accurate Extraction of Response to Treatment Indications in Oncology Accurate assessment of patient response to cancer treatment is paramount in guiding clinical decision-making and optimizing therapeutic outcomes. There are multiple approaches for evaluating a patient’s response to cancer treatment using NLP.

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SAS Software

MARCH 10, 2023

Het tegengaan van verspilling in Lean Manufacturing biedt veel potentieel om efficiënter, kostenbesparend en duurzamer te werken. Data-analyse kan hierbij helpen. De term ‘Lean Manufacturing’ verwijst naar een filosofie die ooit bij Toyota is ontstaan. The post Hoe analytics de verspillingen in productie oplost appeared first on SAS Blogs.

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Marktechpost

MARCH 11, 2024

Researchers at ENS focus on diffusion models that are efficient enough to know the exact empirical score, typically achieved through long training of strongly overparameterized deep networks, particularly when the dataset size is not too large. These results are not just theoretical abstractions, but they have practical implications.

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Marktechpost

JANUARY 8, 2024

The research showed that the best-performing generalist model, the jina-embeddings-v2-base-en, had a significantly higher exact match rate than the top-performing clinical model, ClinicalBERT. The conventional approach has relied heavily on specialized clinical embedding models designed to navigate the complexities of medical language.

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John Snow Labs

OCTOBER 13, 2023

The model depends on the INSTRUCTOR embedding, which can be used in a Spark NLP pipeline as follows: embeddings = ( nlp.InstructorEmbeddings.pretrained("instructor_large", "en").setInstruction("Represent setInstruction("Represent for multilabel classification:").setInputCols(["document"]).setOutputCol("sentence_embeddings")

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Towards AI

MARCH 26, 2024

import stanzastanza.download('en')# Text used in our examplestext = "Huntington's disease is a neurodegenerative autosomal disease results due to expansion of polymorphic CAG repeats in the huntingtin gene. The BERT language model introduced it and has been used in many variants (RoBERTa, ALBERT, DeBERTa…).

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AWS Machine Learning Blog

MAY 31, 2023

Businesses today want to connect with their customers by offering their content across multiple languages in real time. For most customers, the content creation process is disconnected from the localization effort of translating content into multiple target languages. Real-time document translation currently supports plain text and HTML documents.

Natural Language Processing 81

Natural Language Processing Python ML Artificial Intelligence 81

John Snow Labs

AUGUST 9, 2023

To use the model, simply download it from Spark NLP Models Hub on your pipeline: sequenceClassifier = ( legal.BertForSequenceClassification.pretrained( "legclf_law_stack_exchange", "en", "legal/models" ).setInputCols(["document", setInputCols(["document", "token"]).setOutputCol("class")

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AssemblyAI

APRIL 3, 2024

Trained on over 12.5 million hours of multilingual audio data, Universal-1 achieves best-in-class speech-to-text accuracy, reduces word error rate and hallucinations, improves timestamp estimation, and helps us continue to raise the bar as the industry-leading Speech AI provider.  We provide lead intelligence to over 200,000 small businesses.

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Metadata OpenAI Automation AI Modeling 347

Chatbots Life

APRIL 19, 2024

Enhancing Customer Support on WhatsApp: Building a WhatsApp Chatbot with Human Handover using Dialogflow In today’s digital age, WhatsApp has become a preferred communication channel for businesses and customers. This level of responsiveness and personalization sets businesses apart in the competitive landscape of modern customer service.

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Chatbots Natural Language Processing Automation Python 52

John Snow Labs

AUGUST 29, 2023

It’s a well-established principle: any LLM, whether open-source or proprietary, isn’t dependable without a RAG. And truly, there can’t be an effective RAG without an NLP library that is production-ready, natively distributed, state-of-the-art, and user-friendly. This holds true in our 5.1 We’re excited to unveil Spark NLP 5.1

NLP 52

NLP OpenAI BERT LLM 52

Towards AI

JULY 17, 2023

Last Updated on July 17, 2023 by Editorial Team Author(s): Harshmeet Singh Chandhok Originally published on Towards AI. Image by vectorjuice on Freepik “In NLP, we often encounter problems related to class imbalance, where minority classes are underrepresented in the training data. method no 7) YOU WILL BE AMAZED BY THAT METHOD FOR SURE ??!!

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NLP Python OpenAI ChatGPT 85

John Snow Labs

JULY 31, 2023

Understanding and evaluating patients’ clinical notes is crucial in providing accurate diagnosis and treatment in the field of medicine. Today, issues like opioid abuse and addiction pose significant challenges for medical professionals. Why opioid abuse detection of a patient is a crucial task?

NLP 52

NLP Natural Language Processing AI AI 52

Google Research AI blog

MARCH 6, 2023

USM is a family of state-of-the-art speech models with 2B parameters trained on 12 million hours of speech and 28 billion sentences of text, spanning 300+ languages. USM, which is for use in YouTube (e.g., Moreover, our model training process is effective at adapting to new languages and data. A sample of the languages that USM supports.

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Flipboard

JUNE 17, 2023

Now, for the first time, that is getting recorded en mass e. .” This week: the origins of data, and the future of the digital species. He’s the author, with Steve Hamm, of a new book called “ The Datapreneurs: The Promise of AI and the Creators Building Our Future ,” published by Peakpoint Press.

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AWS Machine Learning Blog

AUGUST 11, 2023

en fr es tutor éducateur tutor sheep agneau oveja walking promenant para caminar burger sandwich hamburguesa action-specific spécifique à l’action especifico de acción order commande commande Exploring the custom terminology feature Let’s translate the sentence “she was a great tutor” with Amazon Translate. Choose the Text tab.

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Natural Language Processing ML Artificial Intelligence Artificial Intelligence 63

IBM Journey to AI blog

OCTOBER 11, 2023

Let’s consider the operations manager of a thriving online business specializing in handmade crafts. This operations manager understood the importance of catering to their loyal customer base, some of whom resided in different time zones. It was a hassle-free process, ensuring they could place orders promptly without delay. Click on Save.

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Pragnakalp

MAY 2, 2024

Introduction We’re pleased to discuss a new aspect of social authentication in Django: adding Facebook authentication to your apps. We’re increasing the number of authentication methods available to customers to give them even more seamless sign-in experiences. Create a virtual environment. python3 -m venv env_social_login 1.2

Python 59

Python NLP Chatbots AI 59

Pragnakalp

APRIL 29, 2024

Introduction In today’s digital landscape, user convenience and engagement are paramount for the success of any web application. One powerful tool that can significantly enhance both of these aspects is social login. So, let’s dive in and empower our Django applications with the power of social login! Create a virtual environment.

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Python NLP Chatbots AI 59

Becoming Human

APRIL 19, 2024

Embracing the AI Transformation: Unveiling the Pathways to Success Photo by Andrea De Santis on Unsplash In today’s fast-paced digital landscape, Artificial Intelligence (AI) stands at the forefront of innovation, revolutionizing industries and reshaping the way we conduct business. Let’s delve into how AI delivers value across diverse industries.

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Pragnakalp

MAY 4, 2024

By expanding our array of authentication methods, we aim to offer users even smoother sign-in experiences. This initiative follows our successful implementation of Google and Facebook authentication using Django-Allauth, which notably enhanced user engagement. Create a virtual environment. python3 -m venv env_social_login 1.2 pip install django 1.5

Python 52

Python Natural Language Processing NLP Chatbots 52

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. Last Updated on February 7, 2024 by Editorial Team Author(s): Kamireddy Mahendra Originally published on Towards AI. Click Here to see the project details.

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Towards AI

FEBRUARY 3, 2024

Last Updated on February 3, 2024 by Editorial Team Author(s): Harpreet Sahota Originally published on Towards AI. By Author In this post, you’ll learn about creating synthetic data, evaluating RAG pipelines using the Ragas tool, and understanding how various retrieval methods shape your RAG evaluation metrics.

Large Language Models 122

Large Language Models OpenAI Metadata Automation 122

Towards AI

FEBRUARY 4, 2024

I am using XTTS v2 from Coqui AI, the usage is quite simple: tts.tts_to_file( text, # Subplot goes here speaker_wav="{path_to_the_reference_voice}", language="en", file_path="{voice_output_file}.wav",) Let's look at each part in more detail. The OpenCV library will help us with this. destroyAllWindows() 4.

AI 106

AI AI Generative AI Machine Learning 106

John Snow Labs

DECEMBER 21, 2023

setOutputCol("token") bge = ( nlp.BertEmbeddings.pretrained( "finembeddings_bge_base", "en", "finance/models" ).setInputCols(["document", setOutputCol("token") bge = ( nlp.BertEmbeddings.pretrained( "finembeddings_bge_base", "en", "finance/models" ).setInputCols(["document",

NLP 52

NLP Python 52

Snorkel AI

DECEMBER 12, 2023

Zencore, a premier Google Cloud partner, provides expert guidance in integrating advanced cloud and AI technologies with an insider’s understanding of Google Cloud. Co-founder Sean Earley recently investigated how financial institutions could use Google Dialogflow with Snorkel Flow to build better chatbots for retail banking.

Chatbots 64

Chatbots AI AI Machine Learning 64

Pragnakalp

NOVEMBER 8, 2023

In today’s digital age, WhatsApp has become a preferred communication channel for businesses and customers. WhatsApp Business API once limited to a select few, is now within reach of a broader range of businesses, offering new opportunities for providing exceptional customer support and addressing user queries.

Chatbots 52

Chatbots Natural Language Processing Python Automation 52

Towards AI

NOVEMBER 21, 2023

Suppose OpenAI staff leave en masse to join Microsoft (which doesn’t have the same AGI safeguards). Last Updated on November 22, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. The board justified its actions, saying Sam “was not consistently candid in his communications with the board.”

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Pragnakalp

APRIL 6, 2023

Integration of Dialogflow API To access Dialogflow CX via API, first we need to have a setup of Gcloud CLI in our system. If you do not have the setup of Gcloud, please follow the given link [link]. After gcloud setup follows these steps to give authentication permission. You are now authenticated with the gcloud CLI!”

Chatbots 52

Chatbots NLP Natural Language Processing Python 52

John Snow Labs

NOVEMBER 14, 2023

setOutputCol("document") ) E5_embedding = ( nlp.E5Embeddings.pretrained( "legembedding_e5_base", "en", "legal/models" ).setInputCols(["document"]).setOutputCol("E5") Version 1.20.0 setInputCol("text").setOutputCol("document") setInputCols(["document"]).setOutputCol("E5")

NLP 52

NLP Python Large Language Models 52

Snorkel AI

DECEMBER 12, 2023

Zencore, a premier Google Cloud partner, provides expert guidance in integrating advanced cloud and AI technologies with an insider’s understanding of Google Cloud. Co-founder Sean Earley recently investigated how financial institutions could use Google Dialogflow with Snorkel Flow to build better chatbots for retail banking.

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Towards AI

APRIL 7, 2024

Last Updated on April 7, 2024 by Editorial Team Author(s): Prashant Kalepu Originally published on Towards AI. Photo by Lala Azizli on Unsplash Hey there, fellow learners! U+1F44B Welcome to another exciting journey in the realm of machine learning. Deploying machine learning models. This involves visualizing the data and analyzing key statistics.

AI Modeling 101

AI Modeling Machine Learning Categorization Data Analysis 101

Pragnakalp

JANUARY 22, 2024

DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> In this blog article, we will take an overview of Django’s authentication system, and how we can use that for user registration and login.

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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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Automation Python 95