FlowingData

FEBRUARY 17, 2022

NYT used Sankey flows where thicker lines mean more gas, which are paired with a choropleth map that represents share each country’s natural gas imports that are from Russia. Tags: gas , New York Times , Russia.

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FlowingData

DECEMBER 20, 2023

For Retool, Glenn Fleishman looks back to a time when data on the internet flowed more freely and you were able to direct the streams with a click-and-drag tool called Pipes for Yahoo! Tags: Glenn Fleishman , history , Yahoo With Pipes, any user could create entries for any number of data sources.

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Database 105

FlowingData

SEPTEMBER 20, 2023

Tall buildings in dense cities can trap heat and restrict air flow, which can make living in an area really hot. Tags: cooling , global warming , New York Times , Singapore It’s worse when the environment as a whole is also warming. So Singapore is spending a lot to cool down their cities.

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Snorkel AI

MARCH 30, 2023

We’re thrilled to introduce the latest release of our data-centric AI development platform, Snorkel Flow. At the forefront of this Snorkel Flow release are new capabilities for adapting foundation models for enterprise use. Sequence tagging experience upgrade. If you want to see Snorkel Flow in action, sign up for a demo.

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FlowingData

SEPTEMBER 21, 2022

Scott Reinhard, for The New York Times, visualized the flow of fog and what sucks it into the bay. Tags: climate , fog , New York Times , San Francisco. That intro image is something.

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FlowingData

DECEMBER 23, 2021

Based on data from autonomous sensors floating in the oceans, researchers are able to model the flows and characteristics of ocean currents in more detail than ever before. Tags: Antarctic , climate change , ice , New York , scrollytelling , water. The scrollytelling format of this piece works well to show sensor estimates over time.

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FlowingData

AUGUST 23, 2023

Cold water pumps from nearby Lake Ontario and then flows through pipes in buildings to absorb heat. Tags: cooling , Washington Post For The Washington Post, Tik Root, with graphics by Daisy Chung and photos by Ian Willms, describes the system.

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FlowingData

NOVEMBER 11, 2022

Bloomberg Green breaks it down , including a flow-ish, river-like Sankey Diagram to show where grain exports go. Tags: Bloomberg , drought , Mississippi , river. Drought has caused water levels to drop in the Mississippi River, which is a problem when millions of tons of grain are moved for export via boat.

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Dataconomy

JANUARY 29, 2024

The GPT Mentions feature is initiated through a straightforward tagging mechanism. This dynamic conversational flow enhances nuance and context awareness, making interactions more sophisticated and adaptive. What is the new GPT Mentions feature? Users can trigger GPT mentions by typing ‘ @ ‘ in the chatbox.

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AWS Machine Learning Blog

FEBRUARY 14, 2024

Overview of solution The solution uses Amazon Connect , Amazon Lex , AWS Lambda , and Amazon Bedrock in the following steps: An Amazon Connect contact flow integrates with an Amazon Lex bot via the GetCustomerInput block. We use XML tags to better improve the performance of the model. Choose Save and Import flow. scripts/deploy.sh

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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. However, with the help of Snorkel Flow, we were able to develop them in just a few days. We built them in a single day.

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FlowingData

MARCH 2, 2023

There’s a nice flow between the photo into the abstract view, so they don’t seem like two separate things. Tags: Bloomberg , skiing , snow The piece starts with a horizontal scroll through the mountains and then transitions to the chart above.

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Snorkel AI

FEBRUARY 2, 2023

We plan for multiple rounds of iteration to improve performance through error analysis, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework. The Snorkel Flow iteration loop Standard data-labeling approaches cost a lot of time, energy, and money. Improved tagging analysis.

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Machine Learning Machine Learning ML ML 52

Snorkel AI

FEBRUARY 2, 2023

We plan for multiple rounds of iteration to improve performance through error analysis, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework. The Snorkel Flow iteration loop Standard data-labeling approaches cost a lot of time, energy, and money. Improved tagging analysis.

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Machine Learning Machine Learning ML ML 52

Snorkel AI

APRIL 24, 2024

This is where the Snorkel Flow AI data development platform comes in. Our latest release of Snorkel Flow, we introduced a prompting-first workflow for document intelligence. It’s a daunting problem, and we will begin solving it with an FM in Snorkel Flow.

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Snorkel AI

APRIL 24, 2024

This is where the Snorkel Flow AI data development platform comes in. Our latest release of Snorkel Flow, we introduced a prompting-first workflow for document intelligence. It’s a daunting problem, and we will begin solving it with an FM in Snorkel Flow.

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Snorkel AI

MARCH 26, 2024

They needed a more effective model for tagging profiles according to whether or not they linked to adult content. Snorkel AI’s solution: Snorkel Flow We introduced the client to Snorkel Flow , our AI data development platform. Instead, the client achieved a recall of 96% using Snorkel Flow In just three weeks.

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Snorkel AI

MARCH 26, 2024

They needed a more effective model for tagging profiles according to whether or not they linked to adult content. Snorkel AI’s solution: Snorkel Flow We introduced the client to Snorkel Flow , our AI data development platform. Instead, the client achieved a recall of 96% using Snorkel Flow In just three weeks.

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Machine Learning Machine Learning Data Lakes Data Science 52

FlowingData

AUGUST 12, 2022

On where it goes and how the companies profit : Once a driver gets into a car, dozens of sensors emit data points that flow to the car’s computer: The driver door is unlocked; a passenger is in the driver’s seat; the internal cabin temperature is 86° F; the sunroof is opened; the ignition button is pressed; a trip has started from this location.

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FlowingData

JUNE 29, 2022

Check out the perks for keeping this fully member-supported site flowing. Tags: birthday. Thank you to past and present members who support FlowingData. Not a member? Alright, back to the data. Some fun things are headed down the pipeline.

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Data Visualization 103

Snorkel AI

MARCH 19, 2024

Snorkel Flow is an AI data development platform built with Google Cloud AI that allows users to programmatically develop data to build and adapt AI models dramatically faster than manual methods. We started with a pre-built prompt template in Snorkel Flow connected to PaLM 2. This initial pass using PaLM 2 achieved a score of 50 F1.

AI 52

AI AI Data Scientist ML 52

Snorkel AI

MARCH 19, 2024

Snorkel Flow is an AI data development platform built with Google Cloud AI that allows users to programmatically develop data to build and adapt AI models dramatically faster than manual methods. We started with a pre-built prompt template in Snorkel Flow connected to PaLM 2. This initial pass using PaLM 2 achieved a score of 50 F1.

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AI AI Data Scientist ML 52

Snorkel AI

DECEMBER 14, 2023

Earlier this year, I presented a talk titled “Tackling Advanced Classification Using Snorkel Flow” at Snorkel AI’s The Future of Data-Centric AI conference. Snorkel Flow offers several tools for this. Snorkel Flow enables you to use existing resources to programmatically “warm start” the process.

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Snorkel AI

JANUARY 9, 2024

We’re thrilled to announce the release of Snorkel Flow 2023.R4, Databricks MLflow Deployment Integration: new streamlined deployment of machine learning models to the Databricks MLflow Model Registry Performance and usability improvements: Snorkel Flow Studio and dataset loads 2x faster. Using Snorkel Flow 2023.R4,

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Machine Learning Machine Learning AI AI 52

Snorkel AI

JANUARY 9, 2024

We’re thrilled to announce the release of Snorkel Flow 2023.R4, Databricks MLflow Deployment Integration: new streamlined deployment of machine learning models to the Databricks MLflow Model Registry Performance and usability improvements: Snorkel Flow Studio and dataset loads 2x faster. Using Snorkel Flow 2023.R4,

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Snorkel AI

JULY 14, 2023

We are thrilled to announce the latest edition of Snorkel Flow, our platform to rapidly build, manage, and deploy predictive AI applications (e.g., This new release eases the process of creating new applications in Snorkel Flow and tightens the iteration loop with new tools to sort, edit and understand labeling functions.

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Snorkel AI

JULY 14, 2023

We are thrilled to announce the latest edition of Snorkel Flow, our platform to rapidly build, manage, and deploy predictive AI applications (e.g., This new release eases the process of creating new applications in Snorkel Flow and tightens the iteration loop with new tools to sort, edit and understand labeling functions.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Snorkel AI

DECEMBER 14, 2023

Earlier this year, I presented a talk titled “Tackling Advanced Classification Using Snorkel Flow” at Snorkel AI’s The Future of Data-Centric AI conference. Snorkel Flow offers several tools for this. Snorkel Flow enables you to use existing resources to programmatically “warm start” the process.

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AI AI ML ML 59

Snorkel AI

MARCH 29, 2023

Fortunately, modern machine learning tools (including named-entity recognition) can help automate information extraction, and Snorkel AI’s Snorkel Flow platform can help users build effective applications around these tools quickly. In the example below, the keyword-based LF tags any span matching the word ‘lipitor’ as a drug.

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Snorkel AI

MARCH 29, 2023

Fortunately, modern machine learning tools (including named-entity recognition) can help automate information extraction, and Snorkel AI’s Snorkel Flow platform can help users build effective applications around these tools quickly. In the example below, the keyword-based LF tags any span matching the word ‘lipitor’ as a drug.

Machine Learning 52

Machine Learning Machine Learning Clustering Data Scientist 52

AWS Machine Learning Blog

AUGUST 21, 2023

Specify Amazon EMR for Session tag values and enter your AWS account ID under AWS account IDs. In your SageMaker Studio environment, create an Amazon SageMaker Data Wrangler flow, and choose Import & prepare data visually. Alternatively, on the File menu, choose New , then choose Data Wrangler flow. Choose Open Studio.

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Snorkel AI

FEBRUARY 15, 2023

With Snorkel Flow, we can take a data-centric approach to this problem. Snorkel Flow offers the ability to create high-quality training sets for an ABSA task to train a machine learning model, and improve model performance by iterating on training data with directed error analysis. Classification.

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Snorkel AI

FEBRUARY 15, 2023

With Snorkel Flow, we can take a data-centric approach to this problem. Snorkel Flow offers the ability to create high-quality training sets for an ABSA task to train a machine learning model, and improve model performance by iterating on training data with directed error analysis. Classification.

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Machine Learning Machine Learning Deep Learning Deep Learning 52

Flipboard

MARCH 22, 2023

We also detail the steps that data scientists can take to configure the data flow, analyze the data quality, and add data transformations. Finally, we show how to export the data flow and train a model using SageMaker Autopilot. In the Tags section, add a tag with the key SageMaker and value true. Choose Next.

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AWS Data Preparation Azure ML 100

Tableau

AUGUST 11, 2021

It’s difficult to inject insights within the flow of business, especially with the rise of remote work and distributed teams. That’s why we’re putting analytics into the flow of business. Put data in the flow of work in Slack. Easily search and find data and analytical answers right from within the flow of your work.

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Tableau Analytics Analytics 115

Smart Data Collective

FEBRUARY 4, 2021

Besides helping with cost control, a cutback in expenses can significantly increase business profits while keeping the cash flows positive. Here are seven incredible small business expense tracking tips for effective cash flow management with data analytics tools. Integrate Digital Tools. Do you know the best part? According to U.S

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Snorkel AI

MARCH 14, 2023

Snorkel Flow easily deploys on Google Cloud infrastructure, ingests data from Google Cloud data sources, and integrates with Google Cloud’s AI and Data Cloud services. Labeling unstructured data for ML projects has traditionally involved humans tagging each data point manually.

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AI AI Data Scientist ML 52