Snorkel AI

FEBRUARY 2, 2023

Streamlined tagging workflows. Improved tagging analysis. Auto-generated tag-based LFs. Scenario: Entity linking with payroll data and job classifications I’m building an entity-linking app to connect job listings in a payroll system to a job categorization system developed by the Bureau of Labor Statistics.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

FEBRUARY 2, 2023

Streamlined tagging workflows. Improved tagging analysis. Auto-generated tag-based LFs. Scenario: Entity linking with payroll data and job classifications I’m building an entity-linking app to connect job listings in a payroll system to a job categorization system developed by the Bureau of Labor Statistics.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Dataconomy

AUGUST 21, 2023

Experiment with tags : Play around with tags like -creative or -chaos to influence the AI’s creativity level. Basic Plan Standard Plan Pro Plan Mega Plan Monthly Subscription Cost $10 $30 $60 $120 Annual Subscription Cost $96 ($8 / month) $288 ($24 / month) $576 ($48 / month) $1152 ($96 / month) Fast GPU Time 3.3

AI 172

AI AI Data Scientist Artificial Intelligence 172

AWS Machine Learning Blog

JUNE 8, 2023

Developers no longer need to switch between different framework containers for experimentation, or as they move from local JupyterLab environments and SageMaker notebooks to production jobs on SageMaker. You can start using the container from the Amazon ECR Public Gallery starting today. An active AWS account with administrator permissions.

AWS 75

AWS ML ML Data Scientist 75

FlowingData

JUNE 21, 2023

If you, like me, have a foundation in Python but now encounter job listings and internal company tasks that demand R skills, this article aims to break that down. Tags: Python , R , Stephanie Lo That’s because R is optimized for statistics and data.

Python 77

Python Data Science 77

FlowingData

JULY 27, 2022

For Harvard Business Review, Davenport and Patil revisit the career ten years later : A decade later, the job is more in demand than ever with employers and recruiters. The sought-after job is generally paid quite well; the median salary for an experienced data scientist in California is approaching $200,000. We still had time left.

Data Science 102

Data Science Data Scientist AI AI 102

AWS Machine Learning Blog

MAY 5, 2023

Although articles of clothing are labeled with categories (and subcategories) and contain a variety of helpful tags that are extracted from the original product descriptions, the data is not systematically labeled with pattern or style information. It’s an established and well-cited dataset, but it isn’t directly suited for your use case.

Machine Learning 75

Machine Learning Machine Learning AWS ML 75

AWS Machine Learning Blog

MARCH 25, 2024

Amazon Transcribe can operate in one of the two modes: Streaming transcriptions allow media stream transcription in real time Batch transcription jobs allow transcription of audio files using asynchronous jobs. Then a batch transcription job referencing the S3 URI of this file is created in Amazon Transcribe.

AWS 81

AWS Natural Language Processing Machine Learning Machine Learning 81

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.

Clustering 130

Clustering Data Science 130

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. Labeling jobs are used to manage labeling workflows. After the images are labeled, we do a quality check using a label verification job.

AWS 92

AWS Internet of Things ML ML 92

Flipboard

NOVEMBER 21, 2023

We show you how to train a MATLAB machine learning model as a SageMaker training job and then deploy the model as a SageMaker real-time endpoint so it can process live, streaming data. Once we’re satisfied with the parameter settings, we can generate a MATLAB function and send the job along with the dataset to SageMaker.

Machine Learning 116

Machine Learning Machine Learning AWS Decision Trees 116

Mlearning.ai

FEBRUARY 18, 2023

", ) my_training_data_test = Input( type=AssetTypes.MLTABLE, path=" /test/", description="Dataset for NASA Turbofan Testing", tags={"source_type": "web", "source": "Kaggle ML Repo"}, version="1.0.0", v1", image="mcr.microsoft.com/azureml/openmpi3.1.2-ubuntu18.04:latest",

Azure 52

Azure Machine Learning Machine Learning Clustering 52

Mlearning.ai

FEBRUARY 6, 2023

Use SageMaker Processing Jobs to easily run inference on your large Dataset with Hugging Face’s Transformer Models Photo by Alex Kulikov on Unsplash This blog will give you a complete walk through of running a distributed batch inference on large data in production. The arguments can be overwritten from the processing job as shown later.

AWS 52

AWS ML ML Python 52

Pickl AI

MAY 7, 2023

Facial Recognition With the DeepFace technology, Facebook analyses the image and, based on it, recommends the name of the friends for tagging. The Tagging Game: Facial Recognition We love to tag our friends on Facebook. Thus aiding the process of tagging. It’s fun, but do you know what runs behind it?

Big Data 52

Big Data Big Data Big Data Analytics Big Data Analytics 52

Data Science Dojo

MAY 18, 2023

Finally, we will discuss potential job opportunities, the best ways to apply for them, and what to expect during the interview process. However, in real-world data science jobs, data is typically stored in a database and accessed through either a business intelligence tool or SQL. Want to get started with your career in data science?

Data Science 195

Data Science AI AI SQL 195

Chatbots Life

MARCH 17, 2023

From writing amazing job descriptions to scheduling interviews, personalized communications, and many more to add, today’s hiring software is brimming with unique features to streamline and simplify the recruitment process. A handful of features you must consider is the ability to tag, vet, and search your candidate database.

Database 52

Database Analytics Analytics 52

phData

OCTOBER 12, 2022

It allows you to tag which final models are being used for a particular data product or dashboard. The great thing about this is that you can tag your final models, and thanks to the DAG, the parent models will all be brought into that exposure.

SQL 52

SQL Data Warehouse Data Visualization Data Quality 52

IBM Data Science in Practice

FEBRUARY 5, 2023

They can create release tags for operations staff or CI/CD pipelines to consume. Consumers can extract code for a release tag from the repository. They can import it as a Code Package into a Space on Cloud Pak for Data and run the code as a job or deployment. Or they can deploy and use the code elsewhere as they see fit.

Python 130

Python Clustering Data Scientist Data Science 130

Mlearning.ai

JULY 29, 2023

INTRODUCTION Recently I had the pleasure to explore different options to automate a daily ML inference job, which reads raw data from a database table and write the inference results to another table. Tag and push this image to Azure Container Registry. But this approach has some clear pros and cons for a similar batch inference job.

Azure 52

Azure Machine Learning Machine Learning ML 52

Flipboard

JUNE 11, 2023

We also pass the `tag: true` option to the ‘AES.encrypt’ method to request the authentication tag, and then pass the tag to the ‘AES.decrypt’ method to verify the integrity of the decrypted data. ChatGPT appears authoritative. It even warns about the vulnerability of the default CBC encryption mode to certain kinds of attacks.

AI 170

AI AI SQL Python 170

AWS Machine Learning Blog

JANUARY 17, 2023

The SageMaker training jobs are used to train the various NLP models, and SageMaker endpoints are used to deploy the models in each stage. We define the objective metric name, metric definition (with regex pattern), and objective type for the tuning job. Solution overview. containers/huggingface_transformer_randomforest').resolve()),

AWS 70

AWS Machine Learning Machine Learning Natural Language Processing 70

AWS Machine Learning Blog

MARCH 6, 2024

In the following sections, we go through the steps to prepare your training data, create a training script, and run a SageMaker training job. This allows us to try several methods for improving the efficiency of our training job. Instead, we calculate the class weights during the training job and use them to adjust the loss.

AWS 93

AWS Machine Learning Machine Learning ML 93

Smart Data Collective

JULY 28, 2021

While some jobs must be performed by actual humans, many can be performed just as well through algorithms, machines, and other technologies. You can achieve this by investing in RFID (radio frequency identification) tags. In effect, the small tags turn red (from green) when they’ve been dropped or heavily jolted.

Big Data 134

Big Data Big Data Analytics Analytics 134

O'Reilly Media

OCTOBER 12, 2021

Not that humans currently do a good job of writing readable code; but we all know how painful it is to debug code that isn’t readable, and we all have some concept of what “readability” means. Second: Copilot was trained on the body of code in GitHub. And again, do we care, and why? This question can be argued either way. Repeat as needed.

Algorithm 120

Algorithm AI AI AWS 120

Dataconomy

AUGUST 31, 2023

Content Tagging : tagging files to find them faster. Campaign Insights : collecting information about prospects, including job title, location, and company industry, and analyzing their engagement activity. Engagement Frequency : establishing the optimal number of emails to deliver to your audience.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence Natural Language Processing AI 103

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” While many of us dream of having a job in AI that doesn’t require knowing AI tools and skillsets, that’s not actually the case.

Data Science 52

Data Science Machine Learning Machine Learning Natural Language Processing 52

Iguazio

FEBRUARY 20, 2024

For example, applications range from creating engaging customer content to profiling wealth prospects to drafting financial reports to fraud monitoring to generating job profiles. This includes dozens of use cases across Marketing, Operations, Legal and Compliance, and Talent and Organization. See the entire list in the webinar.

AI 52

AI AI Data Pipeline Data Quality 52

Smart Data Collective

DECEMBER 6, 2019

When it comes to collaborating with your team per shift, you lose a lot of time playing phone tag and switching between multiple solutions. If you have an employee arrive to the job site and they notice a hazard, they can fill out a report immediately so you can tend to this matter as soon as possible. Collaboration per shift.

Big Data 60

Big Data Big Data 60

Mlearning.ai

JULY 15, 2023

I tried it, and it did a great job! The photographer who took the image did a great job of capturing the beauty of the moment. However, it would be helpful to have the ability to add tags to link multiple conversations together. I have also added additional enhancements / recommendations that would make it even more useful. :

Python 96

Python ML ML Artificial Intelligence 96

Data Science Blog

NOVEMBER 8, 2022

Services und Jobs. In diesem Beispiel wird ein Google Cloud Run Service mittels Terraform definiert, welcher auf Basis eines Scheduler Jobs regelmäßig aufgerufen wird. Daher werden drei Service Accounts erstellt, für den Run Service, den Build Trigger und den Scheduler Job. und terraform.tfvars.

Python 130

Python Data Science Cloud Data 130

Data Science Blog

JUNE 21, 2023

Process Mining demands Big Data in 99% of the cases, releasing bad developed extraction jobs will end in big cost chunks down the value stream. Tools like Process Science , ProM , and Disco provide comprehensive process mining capabilities without the hefty price tag.

Big Data 130

Big Data Big Data Data Engineering Data Engineer 130

AWS Machine Learning Blog

APRIL 24, 2023

We use Amazon EC2 as the compute resource to build a front-end dashboard for the reviewer to tag the input data with lower confidence scores. When the Amazon S3 training data is ready, we can trigger AWS Step Functions as the orchestration tool to run the training job, and we pass the S3 path into the Step Functions state machine.

ML 62

ML ML AWS Machine Learning 62

AWS Machine Learning Blog

MAY 25, 2023

Amazon SageMaker Processing jobs for large scale data ingestion into OpenSearch. We package this code into Python scripts that are provided to the SageMaker Processing Job via a custom container. We use the SageMaker ScriptProcessor class to create a SageMaker Processing job that will run on multiple nodes.

AWS 76

AWS Clustering Python ML 76

phData

JANUARY 19, 2024

How to Connect to an API Endpoint A connector is required to link a Data Productivity Cloud job to an API. Save it, and then add it to your orchestration jobs. Open or create an Orchestration job and search for the connector’s name in the Add Components section’s search bar. It could be as basic as a README.txt file.

Data Pipeline 52

Data Pipeline Data Warehouse ETL Azure 52

Smart Data Collective

FEBRUARY 4, 2021

Likewise, it consists of an auto-tag that will repeat all expenses, letting you differentiate between business and personal expenses. The savvy tracking tools allow you to speed tag the expenses, which means you can tag several expenses in a few taps. Unsurprisingly, your job doesn’t end after tracking the expenses.

Analytics 141

Analytics Analytics Big Data Big Data 141

Tableau

JULY 20, 2022

Automatically suspend View Acceleration for dashboards that have job failures. You can also perform a variety of maintenance tasks like tagging stale content, or backing up content. Connect to the Job Performance data source to see events and runtime information for background jobs. Explore the endless possibilities.

Tableau 89

Tableau Azure Analytics Analytics 89

Tableau

JULY 20, 2022

Automatically suspend View Acceleration for dashboards that have job failures. You can also perform a variety of maintenance tasks like tagging stale content, or backing up content. Connect to the Job Performance data source to see events and runtime information for background jobs. Explore the endless possibilities.

Tableau 87

Tableau Azure Analytics Analytics 87