IBM Journey to AI blog

OCTOBER 16, 2023

ML algorithms govern the facial recognition we rely on to turn on our phones. Machine learning and apps We see lots of ML use on social media platforms today: Social media, such as Facebook, automates friend-tagging suggestions by using ML face detection and image recognition to identify a face in its database.

Machine Learning 129

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How to Learn Machine Learning

APRIL 23, 2023

Government Regulation and Industry Collaboration The government plays a crucial role in regulating the use of and ethics of AI in business and ensuring that these technologies are used in an ethical manner. Hence, government regulation and industry collaboration play a crucial role in shaping the ethical use of AI in business.

Responsible AI 52

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Pickl AI

JUNE 23, 2023

Data Annotation In many AI applications, data annotation is necessary to label or tag the data with relevant information. Data Governance and Ethics Given the critical role of data, data-centric AI emphasizes the need for robust data governance practices. Governance Emphasizes data governance, privacy, and ethics.

Continuous Learning 52

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Snorkel AI

JUNE 12, 2023

With Snorkel Flow, we’ve transformed labeling training sets from an ad hoc manual process into a programmatic one, accelerating time to value by 10-100x+ and leading to better model accuracies for our enterprise customers, including five of the top 10 US banks, government agencies, and more. classification, tagging, extraction).

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Snorkel AI

JUNE 12, 2023

With Snorkel Flow, we’ve transformed labeling training sets from an ad hoc manual process into a programmatic one, accelerating time to value by 10-100x+ and leading to better model accuracies for our enterprise customers, including five of the top 10 US banks, government agencies, and more. classification, tagging, extraction).

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Data Platform Large Language Models Software Development ChatGPT 141

Pickl AI

OCTOBER 18, 2023

Data Governance Frameworks Establishing a robust data governance framework ensures that data quality is maintained consistently across the organization. Data Governance – AI-based classification and tagging of data to enforce data governance policies. This enhances the depth and usefulness of the data.

Data Quality 52

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Towards AI

AUGUST 16, 2023

We can define an AI Engineering Process or AI Process (AIP) which can be used to solve almost any AI problem [5][6][7][9]: Define the problem: This step includes the following tasks: defining the scope, value definition, timelines, governance, and resources associated with the deliverable.

Software Engineer 83

Software Engineer Machine Learning Artificial Intelligence Artificial Intelligence 83

Viso.ai

DECEMBER 20, 2023

For professional computer vision annotation tasks, CVAT needs to be hosted in the cloud, secured, and integrated with enterprise-grade governance and operations tools. Viso provides no-code and low-code tools to accelerate every step and facilitates collaboration, governance, and scalability. CVAT for business and enterprise teams?

Computer Vision 98

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Unite.AI

APRIL 4, 2024

SharePoint Premium, the advanced content management and experiences platform, brings AI, automation, and added security to content experiences, processing, and governance, helping organizations manage and protect critical content throughout its lifecycle.

Automation 278

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AWS Machine Learning Blog

OCTOBER 20, 2023

However, implementing security, data privacy, and governance controls are still key challenges faced by customers when implementing ML workloads at scale. Governing ML lifecycle at scale is a framework to help you build an ML platform with embedded security and governance controls based on industry best practices and enterprise standards.

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IBM Journey to AI blog

JANUARY 17, 2023

Data governance. The data governance capability of a data fabric focuses on the collection, management and automation of an organization’s data. In this way it helps avoid human error and tags data so that policy enforcement can be achieved at the point of access rather than individual repositories. AI governance.

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AWS Machine Learning Blog

NOVEMBER 1, 2023

In the legal system, discovery is the legal process governing the right to obtain and the obligation to produce non-privileged matter relevant to any party’s claims or defenses in litigation. Logikcull uses this confidence score to assign the tag PII Detected to the documents.

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The MLOps Blog

MARCH 20, 2023

Data privacy is particularly crucial when dealing with personal data due to strict government requirements for collecting, processing, and storing such data. In data version management, the challenge is ensuring adequate personal and sensitive data protection throughout the versioning process.

ML 59

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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. DataRobot MLOps automates the capabilities to deploy, manage, monitor, and govern models in production environments.

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Python ML Machine Learning Data Ingestion 59

Snorkel AI

MARCH 30, 2023

These capabilities allow enterprises to fine-tune foundation models for complex, domain-specific tasks or distill them into smaller, simpler models that can be deployed within existing cost and governance constraints. Sequence tagging experience upgrade. These new capabilities are now available in private beta.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Information that identifies you may be shared with doctors responsible for your care or for audits and evaluations by government agencies, but talks and papers about the study will not identify you. Use the following pieces of information to provide a concise answer to the question enclosed in tags.

Machine Learning 113

Machine Learning Computer Vision Generative AI Explainability 113

IBM Journey to AI blog

JULY 13, 2023

Data integrity To achieve a high level of data integrity, an organization implements processes, rules and standards that govern how data is collected, stored, accessed, edited and used. To standardize data, business rules are applied to ensure datasets conform to an organization’s standards and needs.

Data Quality 170

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Towards AI

AUGUST 17, 2023

Challenge Recently, a scenario was presented where a company utilizing the shared ECR registry was considering migrating to separate ECR registries for cost-effectiveness, better governance, and streamlined lifecycle management. Alternatively, AWS recommends event-based design to selectively replicate images based on tag naming conventions.

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Explosion

NOVEMBER 16, 2021

It contains fields for morphological features, syntax, part-of-speech (POS) tags, and more. If the config file governs our training loop, then a spaCy project governs our entire machine learning lifecycle. spaCy v3 supports conversion of this format, together with other standardized ones.

NLP 52

NLP Python Machine Learning Software Engineer 52

AWS Machine Learning Blog

SEPTEMBER 14, 2023

It can be difficult to find insights from this data, particularly if efforts are needed to classify, tag, or label it. Governance and policy enforcement – Setting up document categorization rules helps to ensure that documents are classified correctly according to an organization’s policies and governance standards.

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Categorization Machine Learning Data Scientist Natural Language Processing 95

Flipboard

OCTOBER 25, 2023

In this post, we explain how to integrate different AWS services to provide an end-to-end solution that includes data extraction, management, and governance. We can optionally integrate additional tools that help control access and provide governance. You can integrate different technologies or tools to build a solution.

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IBM Journey to AI blog

APRIL 21, 2023

This tagging approach is one of the ways organizations can adopt specific approaches to regain control of their data from automated ESG valuations undertaken by agencies, with alternate options outlined in this guide. The practice is on an upward trend and is now tangibly reflected in the new ESRS as a reporting requirement.

ESG 111

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Mlearning.ai

OCTOBER 14, 2023

The popularity of the last ones are best reflected by Kaggle statistics — 6 688 of available datasets are tagged as ”tabular”, 4 908 datasets contain the tag ”image” and 178 datasets are tagged as ”text”. However, they are extremely difficult to work with. Why is that? So how can we deal with it? Using HyperTab!

Deep Learning 52

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AWS Machine Learning Blog

SEPTEMBER 28, 2023

Regulated and compliance-oriented industries, such as financial services, healthcare and life sciences, and government institutes, face unique challenges in ensuring the secure and responsible consumption of these models. In addition, API Registries enabled centralized governance, control, and discoverability of APIs.

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IBM Journey to AI blog

SEPTEMBER 20, 2023

These include data ingestion, data selection, data pre-processing, FM pre-training, model tuning to one or more downstream tasks, inference serving, and data and AI model governance and lifecycle management—all of which can be described as FMOps.

Large Language Models 225

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Probably Approximately a Scientific Blog

MARCH 8, 2016

Some words may be indicative of one topic or another, e.g. soccer, player, and match might indicate that a document is about sports, while government , prime minister, and war suggest that this is a news article. We can also take the most common words in this cluster, automatically, and use them as "tags" that describe the topic.

Algorithm 52

Algorithm Natural Language Processing Machine Learning Python 52

ODSC - Open Data Science

APRIL 28, 2023

Introduction to SpaCy SpaCy is a python library designed to provide a “complete” NLP pipeline, including ingestion, tokenization, tagging, representation, and even classification. Since 2014, he has been working in data science for government, academia, and the private sector.

Deep Learning 98

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NVIDIA

JULY 13, 2023

With large edge infrastructure and access to vast datasets, telcos around the world are now offering generative AI as a service to enterprise and government customers. To meet growing data needs across aging infrastructure and new government compliance regulations, energy operators are looking to generative AI. In the U.S., In the U.S.,

Generative AI 98

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Snorkel AI

OCTOBER 12, 2023

Data-Driven Government: A Fireside Chat with the Former U.S. Chief Data Scientist dive into data science’s history, impact, and challenges in the United States government. Wayfair does this by automating image tagging using a data-centric approach.

Data Scientist 64

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Snorkel AI

OCTOBER 12, 2023

Data-Driven Government: A Fireside Chat with the Former U.S. Chief Data Scientist dive into data science’s history, impact, and challenges in the United States government. Wayfair does this by automating image tagging using a data-centric approach.

Data Scientist 59

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NLP For Hackers

JANUARY 3, 2018

A Form of Tagging If document classification is assigning a single category to a text, topic modeling is assigning multiple tags to a text. A human expert can label the resulting topics with human-readable labels and use different heuristics to convert the weighted topics to a set of tags. Why is Topic Modeling useful?

Algorithm 52

Algorithm Natural Language Processing NLP Python 52

AWS Machine Learning Blog

NOVEMBER 22, 2023

Use the “Generative AI” tag as you are browsing the session catalog to find them. This chalk talk provides an introduction to best practices for risk assessment related to fairness, robustness, explainability, privacy and security, transparency, and governance. The technical sessions in our track are divided into five areas.

ML 110

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AWS Machine Learning Blog

NOVEMBER 30, 2023

Provider a cluster name and optionally any tags to apply to cluster resources, then choose Next. Set up your training cluster To create your SageMaker HyperPod cluster, complete the following steps: On the SageMaker console, choose Cluster management under HyperPod Clusters in the navigation pane. Choose Create a cluster.

Auto-complete 111

Auto-complete Machine Learning Generative AI Software Engineer 111

AWS Machine Learning Blog

AUGUST 21, 2023

In this post, we show how to use Lake Formation as a central data governance capability and Amazon EMR as a big data query engine to enable access for SageMaker Data Wrangler. Specify Amazon EMR for Session tag values and enter your AWS account ID under AWS account IDs. For instructions, refer to Getting started with Lake Formation.

Data Scientist 83

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AWS Machine Learning Blog

MARCH 3, 2023

Configure optional encryption settings and tags. Exchange Online has rate limits that govern the speed of ingestion. For Index name , enter a name for the index (for example, my-exchange-index ). Enter an optional description. For Role name , enter an IAM role name. Choose Next. For more information, refer to Exchange Online limits.

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Metadata ML Machine Learning AI 71

Topbots

MARCH 31, 2024

The construction of its Fab 18, a facility legendary for producing the world’s most advanced chips, including Nvidia’s H100s, came with a $20 billion price tag. government provides further strategic support of semiconductor manufacturing through a massive $20 billion package to Intel. Realizing the risks, the U.S.

AI 119

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The MLOps Blog

JUNE 27, 2023

Model governance and compliance : They should address model governance and compliance requirements, so you can implement ethical considerations, privacy safeguards, and regulatory compliance into your ML solutions. A self-service infrastructure portal for infrastructure and governance.

Machine Learning 134

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