Smart Data Collective

SEPTEMBER 7, 2022

Even major companies like HubSpot have talked extensively about the benefits of using data mining for marketing. They prioritize on-site SEO actions such as title tags and meta description optimization, website speed, quality content, and streamlining of site navigation. Strategic Guest Blogging.

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phData

DECEMBER 13, 2023

In this blog, we will discuss dbt packages, when you should use a package, and how to use them in your project. When working on a shared code base with multiple team members, they can search the codes created and perfected for specific use cases. What Are dbt Packages? dbt libraries exist for the same reason, known as ‘Packages.’

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IBM Journey to AI blog

AUGUST 28, 2023

As it pertains to social media data, text mining algorithms (and by extension, text analysis) allow businesses to extract, analyze and interpret linguistic data from comments, posts, customer reviews and other text on social media platforms and leverage those data sources to improve products, services and processes.

Machine Learning 57

Machine Learning Machine Learning Data Mining Data Mining 57

Mlearning.ai

FEBRUARY 26, 2024

Image created by author using Dalle-3 via Bing Chat Ultimate guide to optimise RAG pipeline from zero to advance- Solving the core challenges of Retrieval-Augmented Generation In my last blog, I covered RAG extensively and how it’s implemented with LlamaIndex. However, RAG often encounters numerous challenges when answering questions.

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DagsHub

SEPTEMBER 7, 2023

In this tutorial, we’ll use the Kvasir Image Segmentation project to build and automate a custom pipeline that trains an image-segmentation model that can detect diseases in the gastrointestinal tract What will this blog cover? This approach helps prevent the unnecessary utilization of extensive resources.

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Machine Learning Machine Learning ML ML 52

Smart Data Collective

MARCH 23, 2022

The ADA, or the Americans with Disabilities Act (ADA) , is one of the most extensive civil rights bills passed into US law. Most of the time, this entails launching new ad campaigns, creating blogs to drive organic traffic, and investing in SEO to help your store rank higher in SERPS. What is ADA Compliance?

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AI AI Artificial Intelligence Artificial Intelligence 102

Explosion

JANUARY 29, 2023

We’ve published several technical blog posts and reports, and created a bunch of new videos covering many tips and tricks to get the most out of our developer tools. Finally, we’ve spent some time running various experiments and implementing extensions to our new SpanCategorizer component. In spaCy v3.3, Transformer CPU 1,883 1,887 0.0%

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Python Data Scientist Machine Learning Machine Learning 59

Victor Zhou

NOVEMBER 16, 2020

I recently finally implemented Dark Mode for this blog (try that toggle in the top right), so it seemed appropriate to publish a short walkthrough for anyone else wanting to do the same thing. In this case, though, we’re the ones setting the HTML of the < script > tag, so it’s safe. Conclusion + Extensions You’re done!

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AWS Machine Learning Blog

FEBRUARY 29, 2024

OpenSearch is a scalable, flexible, and extensible open source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 tag No None Specify an identifier for the processor. OpenSearch uses a probabilistic ranking framework called BM-25 to calculate relevance scores.

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Mlearning.ai

APRIL 1, 2023

In this blog post, we will discuss three popular word embedding techniques, namely Word2Vec , Doc2Vec , and Top2Vec. Doc2Vec Doc2Vec, also known as Paragraph Vector, is an extension of Word2Vec that learns vector representations of documents rather than words. We create a Doc2Vec model with the Doc2Vec() method of the gensim library.

Deep Learning 52

Deep Learning Deep Learning Natural Language Processing Clustering 52

Heartbeat

FEBRUARY 8, 2023

Other languages that can also be used for NLP are: C++: This language, which is an extension of the C programming language, can be used to build neural networks. It includes tokenization, part-of-speech tagging, and named entity recognition functions. The “quanteda” package: Quanteda is an R package for quantitative text analysis.

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Natural Language Processing Machine Learning Machine Learning Deep Learning 52

AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. For instance, “Generate radiology report impressions based on the following findings and output it within tags.” 5708 and dev2=.4525)

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AI AI AWS ML 105

Dataconomy

JULY 28, 2023

Well, Stack Overflow answered all of the questions you might have in its blog post , and below, you will find a summary of the innovations. AI/ML will help by generating early versions of tagging structures and suggesting queries and solutions. Our goal here is to create a conversational, human-centered search.

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AI AI Natural Language Processing ML 91

AWS Machine Learning Blog

MARCH 13, 2024

You will find the chat message in tag, and find the policy in the tag. You can find additional rules in the tag to assist your decision. Please consider and provide your analysis in the tag, breaking down each rule in the rule section, and keep and analysis within 100 words. Respond in the tag with either 'Y' or 'N'.

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AWS AI AI Natural Language Processing 107

IBM Journey to AI blog

JANUARY 16, 2024

Developing and maintaining custom linkages often comes with a high price tag and usually doesn’t provide competitive benefits. This approach not only enables successful facilities management processes but also builds an extensive single source of truth for your real estate and facilities portfolio.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

Use IAM roles to control access and enforce least privilege access – To manage user access to IDP services, you should create IAM roles for user access to services in the IDP application and attach the appropriate policies and tags to achieve least privilege access.

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AWS Machine Learning Blog

NOVEMBER 1, 2023

Now a part of Reveal’s AI-powered eDiscovery platform, Logikcull is a self-service solution that allows legal professionals to process, review, tag, and produce electronic documents as part of a lawsuit or investigation. Logikcull uses this confidence score to assign the tag PII Detected to the documents.

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The MLOps Blog

MARCH 15, 2023

As the volume of data keeps increasing at an accelerated rate, these data tasks become arduous in no time leading to an extensive need for automation. While many tools would provide extensive features and immense flexibility, others might just cut the mark by allowing infrastructure setup in no time.

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Data Pipeline ETL SQL Data Quality 59

AWS Machine Learning Blog

NOVEMBER 15, 2023

In addition, Principal needed an extensible analytics architecture that analyze other channels such as email threads and traditional voice of the customer (VoC) survey results. She has extensive experience in data and analytics, application development, infrastructure engineering, and DevSecOps.

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AWS Machine Learning Blog

NOVEMBER 22, 2023

AWS provides tools such as Amazon CloudWatch , tags , and AWS CloudTrail to make it straightforward to accurately identify the cost and usage of workloads, make sure you utilize resources to measure return on investment (ROI), and enable workload owners to optimize their resources and reduce costs.

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The MLOps Blog

NOVEMBER 30, 2022

These large models require extensive hyperparameter search including the number of hidden layers, neurons, dropouts, activations, optimizers, dropouts, epochs, etc. The best configuration in terms of finding the right architecture, as well as the hyperparameters, are derived from extensive experimentation.

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ML ML Machine Learning Machine Learning 52

IBM Journey to AI blog

JANUARY 26, 2024

Learn more in our announcement blog. The system enables you to code the script by using the Selenium IDE extension and then import it to Instana. Read more about this enhancement in our blog announcement. With Instana Logging, no manual tagging or instrumentation is required to get to the high-fidelity view of logs in context!

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AWS Machine Learning Blog

MARCH 15, 2024

Always put your response to the Human within the Response tags. Also add an XML tag to your output identifying the human intent.nHere are some examples:n H: hi there.nnA: Hi, how can I help you today?nnH: The valid intents are: Greeting,Place Order, Complain, Speak to Someone. n H: hellonnA: Hi, how can I help you today?

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AWS AI AI Python 120

IBM Data Science in Practice

MARCH 21, 2023

In this blog, we go over a use case of an AI assisted image recognition process that consisted of many deep learning models. The client utilized complex packages and created their own extensions for pre-processing. In fact, VentureBeat found that 87% of data science projects never make it in production.

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Deep Learning Deep Learning Machine Learning Machine Learning 130

Heartbeat

SEPTEMBER 19, 2023

We will use the LLM SDK, which is open-sourced and has really extensive LLMOps functionality. Other arguments that can be used include: tags : List[str] (optional), user-defined tags attached to a prompt call. We must fill in our project name and description and, most importantly, set the project type to large language models.

ML 52

ML ML Deep Learning Deep Learning 52

IBM Journey to AI blog

JANUARY 26, 2024

Learn more in our announcement blog. The system enables you to code the script by using the Selenium IDE extension and then import it to Instana. Read more about this enhancement in our blog announcement. With Instana Logging, no manual tagging or instrumentation is required to get to the high-fidelity view of logs in context!

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Database Artificial Intelligence Artificial Intelligence Clustering 45

Alation

MARCH 1, 2022

APIs are available for domains, search, authentication, lineage and relational database integrations, flags & tags, and more. Coupled together, Alation’s OCF SDK and improved API Developer Portal, improves the flexibility and extensibility of Alation Data Catalog. Sync Snowflake Tags. Subscribe to Alation's Blog.

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Data Warehouse Data Lakes Cloud Data Database 52

Explosion

AUGUST 1, 2019

Since this blog post was published, Hugging Face have released an updated and renamed transformers package that now supports both PyTorch and TensorFlow 2. We have updated our library and this blog post accordingly. The spacy-transformers package was previously called spacy-pytorch-transformers.

Natural Language Processing 52

Natural Language Processing AWS Machine Learning Machine Learning 52

IBM Journey to AI blog

SEPTEMBER 13, 2023

While chat bots have attempted to make it easier to get information, they rely on extensive model training and are frequently limited to “how to” questions. They get contextual information as well as factual data (PDFs, visual images, RFID tags information). Frequently, the data is hard to even access.

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AI AI Machine Learning Machine Learning 74

Chatbots Life

SEPTEMBER 11, 2023

In this blog post, we will explore the development of a state-of-the-art spell and grammar checker utilising NLP techniques, highlighting its ability to surpass conventional rule-based systems and deliver a more seamless user experience in the digital age of communication. Let us walk through with example. Install the TextBlob package !pip

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AWS Machine Learning Blog

DECEMBER 14, 2023

The flexible and extensible interface of SageMaker Studio allows you to effortlessly configure and arrange ML workflows, and you can use the AI-powered inline coding companion to quickly author, debug, explain, and test code. Jupyter AI provides an extensive selection of language models ready for use right out of the box.

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AssemblyAI

SEPTEMBER 22, 2023

In this blog post, we will break down the key ideas behind the latest approaches to AI music generation and outline the main differences in the current state-of-the-art models like MusicLM, MusicGen and StableAudio. ” But how do these new models for music generation work? How, then, to effectively train a text-music joint embedding?

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AI AI Machine Learning Machine Learning 98

AWS Machine Learning Blog

OCTOBER 17, 2023

From this blog post, you can have a deep understanding about what AWS can provide for building a smart farm and how to build smart farm applications on the cloud with AWS experts. While YOLOv5 is responsible for recognizing and tagging cows in a single image, in reality, videos consist of multiple images (frames) that change continuously.

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AWS Machine Learning Blog

JUNE 21, 2023

This customization includes installing custom packages, configuring notebook extensions, preloading datasets, and setting up source code repositories. Choose the lifecycle configuration to view the shell code that runs as well as any tags you assigned. You will also be able to view the lifecycle configuration on the SageMaker console.

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AWS ML ML Python 80

Explosion

JANUARY 12, 2018

Highlights included: Developed new deep learning models for text classification, parsing, tagging, and NER with near state-of-the-art accuracy. Relaunched the spaCy website with almost 25k words of documentation and a dozen new usage tutorials, including an extensive spaCy 101 guide for beginners. Merged 3,238 commits from 129 authors.

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Python 52

AWS Machine Learning Blog

MAY 30, 2023

AWS is dedicated to helping you achieve the highest savings by offering extensive service and pricing options. It allows you to filter and group by values such as AWS service, usage type, cost allocation tags, EC2 instance type, and more. Tagging A tag is a label that you assign to an AWS resource.

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Alation

JANUARY 25, 2022

In our previous blog, Data Mesh vs. Data Fabric: A Love Story , we defined data fabric and outlined its uses and motivations. In this blog, we will focus on the “integrated layer” part of this definition by examining each of the key layers of a comprehensive data fabric in more detail. Social signals around data are powerful.

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