Smart Data Collective

JANUARY 18, 2021

But the good news is, by learning how to search engine optimize your videos, you can break through the noise and get just as much traffic as larger brands. So, the keywords you say in your videos are just as important as the ones you type into the title, tags, and description. Choosing Your Tags. Start with Keyword Research.

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Smart Data Collective

JANUARY 30, 2023

The good news is that AI technology can help significantly improve the performance of your website. AI chatbots can answer customer questions, respond to product inquiries, send automated emails, and provide helpful information. Make sure to factor in your site’s title tags, meta descriptions, and content.

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AI AI Artificial Intelligence Artificial Intelligence 86

Snorkel AI

JUNE 12, 2023

This is especially true in enterprise settings where data and use cases are often very different from the web data these models were trained on and where high, robust accuracy is required for production deployment (e.g., classification, tagging, extraction). no human copilot will be present, and critical outcomes are affected).

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Pickl AI

MARCH 27, 2023

It includes methods like sentiment analysis, part-of-speech tags and others. Model Deployment After the model has been evaluated and meets the desired performance criteria, it can be deployed in a production environment to make predictions on new text data. And so Feature Engineering focuses on the same.

Natural Language Processing 52

Natural Language Processing Data Analysis Data Analysis Machine Learning 52

Snorkel AI

JUNE 12, 2023

This is especially true in enterprise settings where data and use cases are often very different from the web data these models were trained on and where high, robust accuracy is required for production deployment (e.g., classification, tagging, extraction). no human copilot will be present, and critical outcomes are affected).

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AI AI Algorithm Azure 141

IBM Journey to AI blog

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. A key trend is the adoption of multiple models in production.

AI 90

AI AI Computer Science Computer Science 90

phData

OCTOBER 5, 2023

Speaking of spooky things, our product engineering team has been brewing up some delectable concoctions (updates) just for you. and our dutiful product engineering team is driven to empower them! We’ve also made a new release of our provision tool, your one-stop shop for programmatic access to our toolkit. Let’s dive in.

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SQL 52

Towards AI

JULY 20, 2023

That’s great news for researchers who often work on SLRs because the traditional process is mind-numbingly slow: An analysis from 2017 found that SLRs take, on average, 67 weeks to produce. And that’s not even counting the material costs of SLRs, whose production often comes with a price tag of up to a quarter of a million U.S.

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Natural Language Processing ML ML Support Vector Machines 89

Alation

FEBRUARY 28, 2023

With the launch of our latest product release, 2023.1, business users can access trusted data natively in an expanded suite of beloved products, as Alation Connected Sheets now works with Microsoft Excel and Alation Anywhere will work with Microsoft Teams. Today, our Connected Sheets product has now expanded to Microsoft Excel.

Tableau 52

Tableau SQL Clean Data Database 52

Hacker News

MAY 23, 2024

.” CORRECTIV ACTION The German independent news outlet Correctiv.org last week published a scathing investigative report on Stark Industries and MIRhosting , which notes that Ivan Neculiti operates his hosting companies with the help of his brother, Yuri. Image credit: correctiv.org.

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Dataconomy

SEPTEMBER 19, 2023

There are several key aspects of NLP that contribute to conversational intelligence: Tokenization : Breaking down text into individual words or tokens, which can be processed by machine learning models Part-of-speech tagging : Identifying the part of speech (such as noun, verb, adjective, etc.)

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Pickl AI

AUGUST 1, 2023

Thus it helps in improving their products and services. Thus, it empowers companies to make strategic changes in their products and services. This finds various applications, such as spam detection, news categorization, content filtering, and customer support ticket routing, among others.

Data Analysis 52

Data Analysis Data Analysis Python Support Vector Machines 52

Alation

JULY 15, 2021

By supporting real people with AI and ML, Alation increases the productivity — and job satisfaction — of data folks at all levels. The BAE, here too, does much of the work of tagging and automating, removing the burden of glossary management from people and streamlining approvals. Howard Dresner’s Data Catalog Market Study.

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Mlearning.ai

MARCH 24, 2023

However, stock image sites, including Adobe Stock, have a focus on “useful” images, the ones you can use as illustrations in your blog post, news article, or business presentation. There is still a risk that they will stop welcoming AI art on their platform because this art product is simply not handmade or vintage.

AI 52

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ODSC - Open Data Science

JUNE 13, 2023

Social media is a large source of data that has been subject to a wide variety of research, analytics-driven products, and machine learning solutions. billion monthly core family product users. Text data: video titles, descriptions, categories, tags filled in by content creators, and comments left by content consumers.

Data Science 52

Data Science Natural Language Processing Python Machine Learning 52

Alation

SEPTEMBER 9, 2021

Tagging data types. Your bank may be thinking of ways to better connect with customers, creating new products, or changing how you operate. Or perhaps, your bank is looking to expand its reach by acquiring a smaller bank, or by opening a new branch. Productivity and the analyst experience improved as a result.

Data Governance 52

Data Governance Data Silos Analytics Analytics 52

Flipboard

JUNE 9, 2023

Bertha AI’s ability to automatically generate product descriptions while recommending long-tail keywords and SEO description tags is one of its strongest features. GetGenie GetGenie is an AI writing assistant made to hasten the production of unique, high-quality blog entries.

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AI AI Artificial Intelligence Artificial Intelligence 77

Pickl AI

AUGUST 7, 2023

These are as follows: Labeled data generally has some predefined tags like name, type, or number. On the other hand, unlabelled data does not contain any tags. For example, in a news article, annotators need to label the names of people, locations, and organizations mentioned in the text.

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Artificial Intelligence 52

Cambridge Intelligence

JANUARY 16, 2023

Svelte news on Twitter visualized using our data visualization technology Svelte: cybernetically enhanced web apps The Svelte JavaScript framework’s goal is to help developers create super-fast web apps through a radical new approach to building user interfaces. But for practical reasons, this decision makes sense.

Data Visualization 52

Data Visualization 52

Smart Data Collective

JUNE 4, 2021

For example, predict the stock price using the previous day’s price, market movement, and news. For example, e-commerce applications use association rule mapping for finding the groups of products that are frequently bought together. Facebook and google photos identify people from images and recommend tags.

Data Science 104

Data Science Exploratory Data Analysis Machine Learning Machine Learning 104

Alation

OCTOBER 26, 2021

Not only do these companies see increased analyst productivity and improved reporting accuracy. Analyst productivity: With Alation, finance teams gain an end-to-end data management perspective. Another used special fields to identify which business areas, such as Customer or Product, were tied to the metrics in the business glossary.

Data Governance 52

Data Governance Analytics Analytics Data Analyst 52

Explosion

SEPTEMBER 17, 2013

There are a tonne of “best known techniques” for POS tagging, and you should ignore the others and just use Averaged Perceptron. You should use two tags of history, and features derived from the Brown word clusters distributed here. About 50% of the words can be tagged that way.

Python 40

Python Algorithm Natural Language Processing Supervised Learning 40

AWS Machine Learning Blog

MAY 21, 2024

With the advent of generative AI, and in particular large language models (LLMs), we have now adopted an AI by design strategy, evaluating the application of AI for every new technology product we develop. Our newsroom journalists work on news stories using Storm, our custom in-house digital editing experience.

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AWS AI AI Database 105

Alation

JUNE 14, 2021

According to a 2020 451 Research report , “data catalogs are rapidly building out automated functionality,” including “automated suggestions, automated discovery and tagging, and automated data-quality scoring.” Get the latest data cataloging news and trends in your inbox. Subscribe to Alation's Blog.

Data Governance 97

Data Governance Data Lakes Data Classification Data Quality 97

Snorkel AI

SEPTEMBER 29, 2023

This process takes raw documents, files, or tabular records and adds one or more tags or labels to each. news analytics), the labeling schema may change several times per year. At a basic level, data labeling prepares data sets to teach models what inputs correspond to which outputs. This approach applies across all data modalities.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

Iguazio

DECEMBER 5, 2023

This means that humans have added information, like labels or tags. Brand Sentiment Analysis Dataset A dataset including 1000 online conversations of users’ sentiment towards products. Question-Answering Dataset A dataset that includes questions and answers from real webpages, news articles and texts. Get the dataset here.

Machine Learning 98

Machine Learning Machine Learning ML ML 98

ODSC - Open Data Science

JANUARY 29, 2024

Text-to-image and text-to-video models are rapidly improving in accuracy and resolution so prompt engineering will be in demand to tune models that can create an expanding range of services from product design, advertising, user interfaces, and even advanced visualization. Scaling Laws These are more advanced and emerging areas in AI.

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AWS Machine Learning Blog

SEPTEMBER 14, 2023

It can be difficult to find insights from this data, particularly if efforts are needed to classify, tag, or label it. For example, an increase in customer complaints in a product category could signify some issues that need to be addressed. Example for BBC news dataset : Business, Europe blames US over weak dollar.

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Snorkel AI

JULY 19, 2023

While not as expensive as collecting the data from scratch, manually inspecting, tagging, and filtering such datasets quickly becomes just as untenable. Summarization : e.g., “Summarize the main points from this news article” Other : e.g., anything that did not fit the previous five categories. Image generated using DALL-E.

AI 52

AI AI Natural Language Processing Machine Learning 52

Snorkel AI

JULY 19, 2023

While not as expensive as collecting the data from scratch, manually inspecting, tagging, and filtering such datasets quickly becomes just as untenable. Summarization : e.g., “Summarize the main points from this news article” Other : e.g., anything that did not fit the previous five categories. Image generated using DALL-E.

AI 52

AI AI Natural Language Processing Machine Learning 52

ODSC - Open Data Science

FEBRUARY 8, 2024

This is a recipe for developing a strategy for incorporating AI into products. An AI strategy is a framework that will help the organization understand what data-driven projects and data sources are the most valuable to the organization, and how to prioritize them to build toward their product vision over time.

AI 52

AI AI Data Science Data Scientist 52

Explosion

AUGUST 1, 2019

Using transformer models “in production” Even though transformer models have been breaking new accuracy records every month, it’s not easy to apply them directly to most practical problems. The models are too large to serve in production , but they can be used to supervise a smaller production model. print(apple1[0].similarity(apple2[0]))

Natural Language Processing 52

Natural Language Processing AWS Machine Learning Machine Learning 52

Snorkel AI

APRIL 2, 2024

I recently talked with Matt Casey, Snorkel AI’s data science content lead, about how we leveraged the power of Snorkel Flow to boost our system’s performance to production levels in just a few weeks. With an initial accuracy rate of just 25%, it was clear we had our work cut out for us. We built them in a single day.

Machine Learning 52

Machine Learning Machine Learning Data Science AI 52

Snorkel AI

JULY 19, 2023

While not as expensive as collecting the data from scratch, manually inspecting, tagging, and filtering such datasets quickly becomes just as untenable. Summarization : e.g., “Summarize the main points from this news article” Other : e.g., anything that did not fit the previous five categories. Image generated using DALL-E.

AI 40

AI AI Natural Language Processing Machine Learning 40

Alation

OCTOBER 27, 2022

Jason Lim, Director of Product and Cloud Marketing, Alation : Thanks for agreeing to speak with me today. The extraction, transformation and delivery of data products is one such discipline, so having the right technology stack to support a wide range of sources and requirements is important to us. Let’s dive in.

Data Analyst 52

Data Analyst Data Scientist Data Warehouse Analytics 52

AWS Machine Learning Blog

JUNE 27, 2023

You can identify proprietary models by the “Proprietary” tag on model cards, as shown in the following screenshot. You will see a product ARN displayed. It performs admirably in consumer products like voice assistants, chatbots, and smart appliances. Choose Continue to configuration and choose a Region.

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AWS ML ML Machine Learning 66

Heartbeat

SEPTEMBER 19, 2023

Whether you’re curious about the latest news, want to dive into scientific concepts, or seek advice on everyday life. Prompt Playground: With the LLMOps tool comes the new Prompt Playground, which allows Prompt Engineers to iterate quickly with different Prompt Templates and understand the impact on different contexts.

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