Ocean Protocol

JULY 24, 2023

We’ve re-published to @TeamOcean to better organize archival posts. As usual, the Ocean core team reserves the right to update the DF rewards function and parameters, based on observing behaviour. Stakers can claim DF11 rewards. DF11 runs Nov 17–24 2022 [Originally published by @trentmc0 on Nov 17, 2022.

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Ocean Protocol

JULY 24, 2023

We’ve re-published to @TeamOcean to better organize archival posts. As usual, the Ocean core team reserves the right to update the DF rewards function and parameters, based on observing behavior. Stakers can claim DF10 rewards. DF11 runs Nov 10–17 2022 [Originally published by @trentmc0 on Nov 10, 2022.

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Smart Data Collective

MAY 21, 2021

A lot of different factors are contributing to the changes that are being observed in the software development market. You can use data mining tools to inspect archives of open-source Agile documentation from other developers. It is estimated to be worth $429.6 billion this year. Find new open-source code to streamline development.

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Ocean Protocol

JULY 24, 2023

We’ve re-published to @TeamOcean to better organize archival posts. As usual, the Ocean core team reserves the right to update the DF rewards function and parameters, based on observing behaviour. Stakers can claim DF17 rewards. DF18 runs Dec 29 2022-Jan 5 2023 [Originally published by @trentmc0 on Dec 20, 2022.

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Pickl AI

SEPTEMBER 20, 2023

Data-driven astronomy can create astronomical knowledge, based on archived datasets, which may or may not be directly relevant to the research that you have at hand. For instance, if they have to understand the horizontal motion of solar plasma, that is much more difficult for them to observe in comparison to the sun’s temperature.

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Mlearning.ai

JANUARY 26, 2023

In the context of Earth Observation (EO) projects, data cubes are time-series of spatiotemporal images or station data (points) representing measurements or predictions of biophysical variables. BUILDING EARTH OBSERVATION DATA CUBES ON AWS. Earth observation data cubes for Brazil: Requirements, methodology and products.

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DrivenData Labs

NOVEMBER 14, 2023

One critical tool for addressing these challenges is Earth observation data , meaning data that is gathered in outer space about life here on Earth! Earth observation data provide accurate information on our atmosphere, oceans, ecosystems, land cover, and built environment. This post focuses on observational data sources.

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Data Science Dojo

SEPTEMBER 6, 2023

These policies stipulate how long businesses retain different data types before being securely archived or disposed of. L ike the archives house that stores historical records, data warehousing holds digital archives with valuable insights for future analysis. It outlines how data is captured, transformed, and utilized.

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Hacker News

NOVEMBER 14, 2023

The anticipation was that D11 would be backfilled with all the data from D10, once fully built, and D10 would be archived. How, without observing that the code doesn’t work for all edge cases? It’s now 2023: We are 8 months away from official support dying. Technology teams have thrown away their support contact for IBM BPM.

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Mlearning.ai

FEBRUARY 21, 2023

addHandler(console_handler) logger = logging.getLogger() event_handler = NewFileHandler(folder_path, logger) observer = Observer() observer.schedule(event_handler, folder_path, recursive=False) observer.start() try: while True: time.sleep(1) except KeyboardInterrupt: observer.stop() logger.info("App Stopped.")

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AWS Machine Learning Blog

OCTOBER 20, 2023

ML platform observability – This function helps with troubleshooting and identifying the root cause for problems in ML models through centralization of logs and providing tools for log analysis visualization. The capabilities of the ML platform are grouped into four categories, as shown in the following figure.

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Hacker News

FEBRUARY 2, 2023

Meanwhile, looking at my archives today, I find some “back of the envelope” equilibrium statistical mechanics from that time (though I have no idea now what this was about): But then, in the fall of 1977 I ended up for the first time really needing to use statistical mechanics “in production”.

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IBM Journey to AI blog

JULY 24, 2023

IT operations analytics (ITOA) vs. observability ITOA and observability share a common goal of using IT operations data to track and analyze how a system is performing to improve operational efficiency and effectiveness. They can also help automate for innovation and management within and across IT teams.

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AWS Machine Learning Blog

AUGUST 10, 2023

For better observability, customers are looking for solutions to monitor the cross-account resource usage and track activities, such as job launch and running status, which is essential for their ML governance and management requirements. An example dashboard is shown in the following screenshot.

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Towards AI

FEBRUARY 10, 2023

More comprehensive, a Linked Data Event Stream is a constant flow of immutable objects (such as version objects, sensor observations, or archived representation), each containing information about an event or change of state that originates from a system that continuously creates data.

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AWS Machine Learning Blog

MARCH 1, 2023

archive tarball must be created. Ensure the archive directly includes all files, not a folder that contains them. The DreamBooth fine-tuning archive folder should appear as follows after eliminating the intermittent checkpoints: The initial step in creating our inference handler involves the creation of the inference.py

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Mlearning.ai

JUNE 7, 2023

It expects all files to be packaged in a tar archive named model.tar.gzwith gzip compression. archive with all our model artifacts saved into model/, e.g. model.neuron and upload this to Amazon S3. archive with all our model artifacts saved into model/, e.g. model.neuron and upload this to Amazon S3. copy inference.py

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Alation

AUGUST 16, 2022

“Alation is playing a leadership role in the recently announced open data quality initiative that includes deep integrations with existing pure-play data quality and observability technology vendors in the market,” Bond points out.

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Smart Data Collective

SEPTEMBER 26, 2021

Attention needs to be paid to the fact that it’s not always possible to archive or analyze all the data that’s being produced. The metadata describes exactly how observations were collected, formatted, and organized. Save a copy before editing to prevent changes to the original data. Summarize and sample your data at query time.

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Heartbeat

OCTOBER 19, 2023

Here, they can swiftly experiment with various prompt templates and observe how these templates impact diverse contexts. This workspace serves as an archive for all prompts and responses. This newfound agility in experimentation empowers users to make informed decisions during the iterative process.

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Ocean Protocol

JULY 24, 2023

We’ve re-published to @TeamOcean to better organize archival posts. Ocean core team reserves the right to update the parameters of this new constraint, based on observing behavior. DF9 runs Oct 27–Nov 3, 2022. DF Beta is 50K $OCEAN/week. Rewards payouts are tuned to DCV. Originally published by @trentmc0 on Oct 27, 2022.

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AWS Machine Learning Blog

MAY 7, 2024

The current architecture consists of three components: Metadata generation – This component generates metadata from a video archive, processes it, and creates embeddings for search indexing. The videos from Amazon S3 are retrieved and converted to H264 vcodec format using the FFmpeg library.

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Pickl AI

JULY 23, 2023

Dataset: A dataset, on the other hand, is a structured and organized collection of related data points or observations. Data Disposal As data ages or becomes obsolete, proper data disposal practices ensure sensitive information is securely removed or archived. This step is crucial for data privacy and regulatory compliance.

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AWS Machine Learning Blog

SEPTEMBER 29, 2023

For example, satellite imagery archives can be used to track changes in a crop growing region over time. These could be the physical changes in size and distribution of croplands. These results are a testament to the power of Planet’s high-cadence geospatial imagery.

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The MLOps Blog

JANUARY 23, 2023

And they show this collaboration (P5) happening in the source code repository: This is far from the reality we observe. Information about when the model was approved/transitioned between stages (stage/prod/archive). Collaboration ensures the possibility to work collaboratively on data, model, and code.”

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O'Reilly Media

FEBRUARY 20, 2024

It’s about scale, the potential for reproducing their whole archive. Henry Ford probably didn’t say that customers want faster horses, but that remains an interesting observation. The New York Times’ lawsuit against OpenAI isn’t about a single article; if it were, it would hardly be worth the legal fees.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

You can observe the benefit from improved instance saturation, which ultimately leads to cost savings. file using the torch-model-archiver module: !torch-model-archiver All three models are hosted on SageMaker MMEs, which reduces the operational burden from managing multiple endpoints. cd sd && tar cvzf sd.tar.gz.

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Flipboard

JULY 4, 2023

They then gathered at the Asilomar Conference in 1975, where they discussed the risks and drew up guidelines for future work that continue to be observed. "We These technologies reassure us into thinking that we can recreate, that we can hold on to, that we can archive reality, and that's not possible.

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