Flipboard

JUNE 11, 2023

The programmers who hammer out that code tend to be overburdened, and their first attempt at constructing the needed software is almost always fragile or buggy—and so is their second and sometimes even the final version. ChatGPT appears authoritative. But ChatGPT missed a greater danger : This gem applies the Ruby hex function on the key.

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AI AI SQL Python 170

Dataconomy

OCTOBER 4, 2023

While they didn’t possess the means to construct their own expansive language model, inaction wasn’t an option. It’s likely that once the preferred features are established, a price tag will be attached to Arc Max. Featured image credit: Arc

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AI AI Artificial Intelligence Artificial Intelligence 103

DrivenData Labs

JANUARY 22, 2024

Define the token types ¶ A token classifier is typically looking to tag tokens according to the part of speech or entity type. Construct training and test datasets for the CER model ¶ The annotation dataset contains tuples of the form (note_id, concept_id, start, end). We define the following token labels: O. items ()} 2.2

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AWS Machine Learning Blog

OCTOBER 2, 2023

Solution overview The sample use case used for this series is a visual quality inspection solution that can detect defects on metal tags, which could be deployed as part of a manufacturing process. The SageMaker pipeline definition is constructed and triggered as part of a CodeBuild action in CodePipeline.

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Data Science Dojo

SEPTEMBER 8, 2023

They are the ones who spot trends and construct models that predict future outcomes based on historical data. Facial Recognition: ML algorithms recognize facial patterns for tasks like device unlocking and photo tagging. It replaces complex algorithms with neural networks, streamlining and accelerating the predictive process.

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Towards AI

MARCH 3, 2024

We’ll kick things off by constructing a basic Quote of the Day app leveraging the Forismatic API. Here, the username refers to your Docker Hub username, image-name is the name of your image, and tag is an optional version identifier for the image. Our initial focus will be on minimal functionality.

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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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Hacker News

JULY 17, 2023

We were committed to having students program and construct things — we didn’t want this to be a lecture and concepts-only class. Since we could define our own control structures in HTML, we could present the pieces of a Web page nested inside other blocks, to mirror the nested structure of the tags.

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DagsHub

MARCH 21, 2024

But, constructing a comprehensive solution tailored for computer vision using Machine Learning Operations (MLOps) is often demanding, and requires a strategic integration of open-source tools. This is particularly true in Computer Vision. Save our trained model into local storage and load it back to BentoML.

Machine Learning 52

Machine Learning Machine Learning AWS Data Visualization 52

Smart Data Collective

DECEMBER 20, 2019

IoT, alongside many other innovative construction technologies , will completely transform the industry. In any field of construction, preventative maintenance considerably improves the project in question as well as the entire management process. Presents a Real-Time Construction Management Solution. IoT can turn that around.

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Internet of Things Cloud Computing Big Data Big Data 58

Dataconomy

JUNE 29, 2023

These packages offer extensive support for deep learning, enabling the construction and training of complex neural networks ( Image credit ) Machine learning packages also often include tools for data preprocessing, model evaluation, and model selection.

Machine Learning 113

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Smart Data Collective

APRIL 5, 2022

However, it is still a very powerful hardware Accelerator that offers great features for its price tag. You can use Google Cloud AI Platform to construct intricate machine learning models. Google Cloud AI Platform. Google is a technology giant that requires no introduction.

Data Scientist 122

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Snorkel AI

JANUARY 9, 2024

New enhanced Unified Prompting UI and RAG capabilities Our new unified prompting interface enables users to construct more freeform prompts, giving you the flexibility and control needed to programmatically operate on your data. Whether you’re handling large PDFs or just focused on individual unique structures (e.g.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Snorkel AI

JANUARY 9, 2024

New enhanced Unified Prompting UI and RAG capabilities Our new unified prompting interface enables users to construct more freeform prompts, giving you the flexibility and control needed to programmatically operate on your data. Whether you’re handling large PDFs or just focused on individual unique structures (e.g.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Towards AI

AUGUST 16, 2023

In a nutshell, AI is focused on the study and construction of agents that act rationally or do the right thing as defined by the objective given to the agent. For text data, we would Remove newlines and tabs; Strip HTML Tags; Remove Links; Remove Whitespaces, and other possible steps listed in NLP Text Preprocessing on my GitHub repo.

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AWS Machine Learning Blog

DECEMBER 13, 2023

To upload the file to the S3 bucket, use the following command: aws s3 cp lambda-github-workflow-trigger.zip s3://your-bucket/ Now we construct a Lambda layer for the dependencies related to the lambda_function we just uploaded. For Version title , choose 1.0. Choose Review. Review your settings and choose Create product.

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FlowingData

FEBRUARY 16, 2022

You can use different types of roads, place speed limits, start construction, increase or decrease the number of lanes, adjust the incline, and even define politeness among drivers. Tags: Martin Treiber , simulation , traffic. With this traffic simulator by Martin Treiber , you can test out all the possible scenarios. via kottke ].

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Mlearning.ai

MAY 5, 2023

This includes things like text preprocessing, part-of-speech tagging, parsing, and sentiment analysis. It’s essential to understand how these models are constructed, how they can be fine-tuned for specific tasks, and how they can be used to generate text.

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Natural Language Processing Deep Learning Deep Learning Exploratory Data Analysis 98

IBM Journey to AI blog

JUNE 20, 2023

Many industries rely on CMMS as a component of EAM, including manufacturing, oil and gas production, power generation, construction and transportation. Radio frequency identifier tags (RFID): RFID tags broadcast information about the asset they’re attached to using radio-frequency signals and Bluetooth technology.

Internet of Things 71

Internet of Things Analytics Analytics Machine Learning 71

DataRobot

JUNE 9, 2021

Snowpark is a new developer experience for Snowflake, allowing you to build efficient and powerful pipelines with familiar constructs in your programming language of choice. Using Snowpark in Zepl for Feature Engineering. Snowflake has always delivered performance and ease-of-use for users familiar with SQL.

Machine Learning 52

Machine Learning Machine Learning Database Data Preparation 52

FlowingData

MAY 31, 2021

Piecing together archival maps and photographs, with guidance from historians, The New York Times constructed a 3D model of the Greenwood neighborhood as it was before the destruction. Tags: New York Times , Tulsa Race Massacre.

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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. NER is crucial for information extraction and is used in various applications such as information retrieval, document summarization, and knowledge graph construction.

Machine Learning 52

Machine Learning Machine Learning Supervised Learning Artificial Intelligence 52

IBM Journey to AI blog

DECEMBER 19, 2023

Enlist enterprise records teams to study a set of data classification and retention patterns and enlist FinOps teams to assess for appropriate tagging and quota adherence. Build AuthN/AuthZ integration patterns that abstract nuances and standardize authentication and authorization of applications, data and services.

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AWS Data Classification Data Preparation 75

AWS Machine Learning Blog

APRIL 16, 2024

IAM role that is used by the bot at runtime BotRuntimeRole: Type: AWS::IAM::Role Properties: AssumeRolePolicyDocument: Version: "2012-10-17" Statement: - Effect: Allow Principal: Service: - lexv2.amazonaws.com

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AWS Deep Learning Deep Learning Artificial Intelligence 82

Explosion

MAY 8, 2016

The current release features high-accuracy syntactic dependency parsing, named entity recognition, part-of-speech tagging, token and sentence segmentation, and noun phrase chunking. Do you note the peculiar construction of the sentence — ‘This account of you we have from all quarters received.’ join('{word}/{tag}'.format(word=t.orth_,

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Algorithm Clustering Python Natural Language Processing 40

AWS Machine Learning Blog

JUNE 21, 2023

AWS CDK constructs are the building blocks of AWS CDK applications, representing the blueprint to define cloud architectures. AWS CDK constructs The file we want to inspect is aws_sagemaker_lifecycle.py. This file contains the SageMakerStudioLifeCycleConfig construct we use to set up and create lifecycle configurations.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

When constructing a pipeline, specify the Amazon Personalize campaign ARN created earlier in a personalized_search_ranking postprocessor to enable personalized re-ranking. tag No None Specify an identifier for the processor. Set up search pipelines to activate the plugin’s functionality. The closer to 1.0 If you specify 0.0,

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DagsHub

SEPTEMBER 7, 2023

Workflow Construction : Our pipeline will consist of a multi-stage workflow, with at least two distinct stages for efficient processing. This script encompasses all the essential components for constructing and executing the pipeline seamlessly. This is where the build script comes into play. This comes under the “build phase”. -

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Machine Learning Machine Learning ML ML 52

AWS Machine Learning Blog

NOVEMBER 6, 2023

Create an adapter On the Amazon Textract console, create a new adapter by providing a name, description, and optional tags that can help you identify the adapter. You have the option to enable automatic updates, which allows Amazon Textract to update your adapter when the underlying Queries feature is updated with new capabilities.

ML 96

ML ML AWS Machine Learning 96

AWS Machine Learning Blog

MAY 15, 2024

Ref ExamGenTG Chain-of-Thought (CoT) Prompting Before we embark on constructing the app, let’s delve into prompt engineering. Before creating the questions - Analyze the book found between tags, to identify distinct chapters, sections, or themes for question generation. -

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Dataconomy

JULY 14, 2023

Sensors are often used in Machine to Machine applications because they can collect data in real time RFID tags : RFID tags are devices that can be used to identify and track objects. RFID tags can be attached to objects in order to collect data about their location, movement, and status.

Cloud Computing 91

Cloud Computing Machine Learning Machine Learning Internet of Things 91

Mlearning.ai

JULY 2, 2023

Brace yourself as we unravel the secrets of Django’s unparalleled might, empowering you to unleash your creativity and construct awe-inspiring web applications with unparalleled ease. Use the {% extends %} and {% block %} tags to define the base template and override specific sections in child templates.

Data Science 52

Data Science Python Analytics Analytics 52

DataRobot Blog

JUNE 16, 2022

To make it available, download the DAG file from the repository to the dags/ directory in your project (browse GitHub tags to download to the same source code version as your installed DataRobot provider) and refresh the page. We explain the construction of these settings in the sections below.

ML 59

ML ML AWS Python 59

Google Research AI blog

JUNE 23, 2023

The model is learned continuously using a transient buffer of training examples constructed from the automated feedback process. The features are constructed and managed as a metadata-only “ghost cache” (similar to classical policies like ARC ). The eviction decisions rely on a filtering mechanism with two steps.

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Algorithm Machine Learning Machine Learning Computer Science 79

Heartbeat

FEBRUARY 9, 2023

One of SpaCy’s important strengths is its adaptability to construct and use specific models for NLP tasks, such as named entity identification or part-of-speech tagging. Next, call “nlp” object and pass the text as a single argument to construct a doc container. The following command can be used to accomplish this.

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Natural Language Processing Python Deep Learning Deep Learning 52

FlowingData

MAY 11, 2021

A very large share of supposed cases of outdoor transmission have occurred in a single setting: construction sites in Singapore. In one study , 95 of 10,926 worldwide instances of transmission are classified as outdoors; all 95 are from Singapore construction sites. Tags: CDC , coronavirus , New York Times , outdoors.

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Alation

OCTOBER 5, 2021

Without a doubt, no company can achieve lasting profitability and sustainable growth with a poorly constructed data governance methodology. Data discovery and classification: Alation’s automated data discovery platform saves time and effort by classifying and tagging global policies.

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Data Governance Data Quality Data Silos Analytics 96