FlowingData

SEPTEMBER 27, 2022

Hicks explain their work in the Journal of Computational and Graphical Statistics : The design principles for data analysis are qualities or characteristics that are relevant to the analysis and can be observed or measured. Tags: analysis , principle.

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FlowingData

JULY 11, 2022

NASA released an image from the Webb First Deep Field telescope, which shows a whole lot of galaxies: Thousands of galaxies – including the faintest objects ever observed in the infrared – have appeared in Webb’s view for the first time. Tags: galaxies , NASA , telescope. We are tiny specks.

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FlowingData

SEPTEMBER 26, 2022

Randall Munroe provides another fine observation through xkcd. Tags: humor , xkcd. I often wonder what our data and charts will look like a century or two from now. Will the conventions and aesthetics look silly and amateur or classic and vintage? Important questions.

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AWS Machine Learning Blog

APRIL 17, 2024

In such distributed environments, observability of both instances and ML chips becomes key to model performance fine-tuning and cost optimization. The pattern is part of the AWS CDK Observability Accelerator , a set of opinionated modules to help you set observability for Amazon EKS clusters. or later NPM version 10.0.0

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FlowingData

SEPTEMBER 2, 2021

This capability has made it possible to distinguish the intensity, types, and sources of lights and to observe how they change. Tags: Hurricane Ida , lights , NASA , outage.

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FlowingData

MAY 4, 2021

If you’re into the notebook workflow, Observable Plot is a JavaScript library built for you : We created Plot to better support exploratory data analysis in reactive, JavaScript notebooks like Observable. Tags: JavaScript , Observable.

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IBM Journey to AI blog

JANUARY 26, 2024

Our team announced different product capabilities designed to simplify your teams’ ability to observe, debug, remediate and enhance your entire stack—integrating observability practices and telemetry data seamlessly into your entire software development lifecycle. Read more about this enhancement in our blog announcement.

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IBM Data Science in Practice

NOVEMBER 21, 2022

link] Text classification is one of the most used NLP tasks for several use cases like email spam filtering, tagging, and classifying content, blogs, metadata, etc. You can also observe the distribution of product categories as shown below: Product category distribution Some of the product categories have fewer instances compared to others.

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FlowingData

SEPTEMBER 1, 2021

This principle explains many of the differences observed in this book, as well as some earlier findings, such as people’s preference for utilitarian morals in machines. Tags: book , interaction , machines. The second principle is that people assign extreme intentions to humans and narrow intentions to machines.

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IBM Data Science in Practice

NOVEMBER 24, 2023

Click to expand the CP4D section, then click the Kubernetes Container Usage — with tag selection row to see the graphs. Tag  — Enter or search for the addOnId of your service to filter to your service only (as needed). As there are many pods under this namespace, it’s necessary to filter further by using a tag.

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Dataconomy

JUNE 21, 2023

From making sense of prompts to harnessing the power of specific tags, these insights aim to unravel the potential of AI in manifesting your creative ideas visually. To utilize the -creative tag, it’s mandatory to also include –test or –testp. This eliminates the need to append various tags to each prompt.

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AWS Machine Learning Blog

MAY 13, 2024

For instance, “Generate radiology report impressions based on the following findings and output it within tags.” An approximately 8 percentage point improvement is observed in aggregated ROUGE1 and ROUGE2 scores over the few-shot prompting technique. As we analyzed deeper, hallucinations were observed occasionally.

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IBM Journey to AI blog

JANUARY 26, 2024

Our team announced different product capabilities designed to simplify your teams’ ability to observe, debug, remediate and enhance your entire stack—integrating observability practices and telemetry data seamlessly into your entire software development lifecycle. Read more about this enhancement in our blog announcement.

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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 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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Smart Data Collective

AUGUST 25, 2021

Analyzes previous data to make better predictions, like self-driving cars that observe directions and traffic lights. Image Tagging. Like visual search, image tagging also uses visual recognition technology. If you click one of the labels, the platform will direct you to visually similar results under that tag.

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AWS Machine Learning Blog

APRIL 19, 2024

v1alpha5 kind: ClusterConfig metadata: name: do-eks-yaml-karpenter version: '1.28' region: us-west-2 tags: karpenter.sh/discovery: discovery: "do-eks-yaml-karpenter" securityGroupSelectorTerms: - tags: karpenter.sh/discovery: We can observe this behavior when the NodePool has the setting consolidationPolicy: WhenUnderutilized.

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AWS Machine Learning Blog

APRIL 24, 2024

We observed the incorrect answers marked by the negative feedback (disagree and strongly disagree) are 45% among the total feedback (53 out of 118). First think through your answer inside of tags, then assign a score between 0.0 Answer the score inside of tags. Also provide the reason to give this score inside of tags.

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IBM Data Science in Practice

JANUARY 4, 2023

Temperature observation at 1pm UTC on June 15, 2020 Wind speed observation at 1pm UTC on June 15, 2020 Data usage Most of our clients use weather data as a variable in their linear regression model and other machine learning models. Please, note the projection issue was left out for simplicity.

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AssemblyAI

NOVEMBER 8, 2023

In particular, we observe the following improvements relative to the previous models: Significant improvements in handling casing for particularly challenging linguistic types, such as mixed-case words ( +39% F1 score ), acronyms ( +20% F1 score), and capital-case ( +11% F1 score).

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Heartbeat

DECEMBER 13, 2023

Observation: Answer: 82 Thought:I now know the final answer. Action: Search Action Input: "Apple TV show Foundation" Observation: Foundation season 2 will debut on Apple TV Plus on Friday, July 14. I need to search for the Sacramento Kings win-loss record for the 2022-2023 season. numexpr.evaluate("48 + 34").

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Iguazio

FEBRUARY 20, 2024

The data pipeline ingests data from different sources and performs multiple actions like transformations, cleaning, versioning, tagging, labeling, indexing and more. What are the Key Elements of Data Management in Gen AI? This is essential for ensuring high quality outputs, which lead to high quality models.

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Smart Data Collective

OCTOBER 7, 2023

Not only do people share their personal milestones and daily snippets here, but they also check in at various places, tag friends, and announce plans. Social Media: The Global Meeting Point With billions of active users, platforms like Facebook, Twitter, and LinkedIn have become the modern-day meeting points.

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Mlearning.ai

JULY 29, 2023

Use your local computer with Docker engine installed to test the container run and make sure the expected behavior is observed (e.g., Tag and push this image to Azure Container Registry. I used Azure DevOps for this case but Github is perfectly fine. ML inference written to the resignated table).

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Towards AI

FEBRUARY 25, 2023

KB Missing Values Missing data (or missing values) is defined as the data value that is not stored for a variable in the observation of interest. In Machine Learning, we need to handle missing values. This process is called excluding outliers.

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phData

OCTOBER 23, 2023

Alternatively, this can also be accomplished through a tagging approach, but it’s worth noting that this method presents its own set of challenges. You can refer to Figure 3 to observe the outcome of the SELECT SQL statement on the customer external table. Want to learn more about tags and their benefits?

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AWS Machine Learning Blog

APRIL 8, 2024

However, in many situations, you may need to retrieve documents created in a defined period or tagged with certain categories. In the recently released feature for Knowledge Bases for Amazon Bedrock, hybrid search , you can combine semantic search with keyword search. Metadata can be string, number, or Boolean. Virginia) and US West (Oregon).

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IBM Journey to AI blog

NOVEMBER 29, 2023

For each Git commit, a container image is created, and a tag is assigned to the image based on the build number, timestamp and commit ID. This tagging system ensures the image’s traceability. The addition of the created image tag instantly updates the deployment record.

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Towards AI

APRIL 12, 2024

Secrecy against potential data leaks and misuse should be observed. Data Security: With the prevalence of interdependent network devices and systems, cyber threats have become a looming issue. Privacy of sensitive information is a crucial part.

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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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Mlearning.ai

FEBRUARY 2, 2024

In this regard, Conditional Random Fields is a model that can help observe a sequence of features (amount, transaction type, etc.) predicted_lable = tagger.tag(test_feature) uses the tag method of the tagger instance to predict the label (‘legit’ or ‘fraud’) of the transaction.

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IBM Data Science in Practice

MARCH 21, 2023

Action Detection : This is a video based ML model that detects and tags actions in a video. In the top right corner of the Data set page, you’ll observe a “Train model” button. Object Detection : Recommended to detect and box multiple parts of an image. For example, predicting a leaf, stem, and/or petal on a flower image.

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

Regulatory uncertainty, especially over IP and data privacy, requires observability, monitoring, and trace of generations. Observability – This plays a crucial role in capturing activities performed on the AI Gateway and the Discovery Playground. An abstraction layer over model inference endpoints provides such loose coupling.

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Heartbeat

MARCH 22, 2023

It has several text-processing libraries for tokenization, stemming, part-of-speech tagging, semantic reasoning, and many more tasks. Part of speech (PoS) Tagging Part of speech tagging involves labeling the words in the text data according to their part of speech. To start using NLTK, you need to install it.

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Hacker News

MAY 23, 2024

” he observed. ESET observed that after the spearphishing domains were no longer active, they were converted to promoting rogue Internet pharmacy websites. .” Dijkxhoorn added that Stark Industries also sponsored activist groups from Ukraine. “And it wasn’t even DDoS attacks. .”

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Towards AI

AUGUST 9, 2023

A picture is worth a thousand words — Henrik Ibsen As an illustration for these exciting emerging use cases, MiniGPT-4 [1] creates websites based on handwritten text instructions or generates detailed recipes by observing appetizing food photos. inside the prompt to feed to the LLM.

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Iguazio

JANUARY 22, 2024

Production App - Build resilient and modular production pipelines with automation, scale, testing, observability, versioning, security, risk handling, etc. performs transformations, cleans, arranges, versions, tags, labels, indexes, etc. Prototype - Use data samples, scratch code and interactive development to prove the use case.

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