Data Science Dojo

MARCH 6, 2024

In alignment with societal values, AI development faces challenges like ensuring data privacy and security, avoiding biases in algorithms, and maintaining accessibility and equity. iTutorGroup agreed to pay $365,000 to resolve the lawsuit and was required to adopt new anti-discrimination policies as part of the settlement.

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AI AI Algorithm Machine Learning 221

Data Science Dojo

JUNE 5, 2023

Access to funding, technical knowledge, and collaborations with AI experts can help overcome these barriers. Ethical guidelines and policies : Non-profits should develop clear and comprehensive ethical guidelines and policies regarding the use of AI.

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AI AI Data Governance Artificial Intelligence 332

ML @ CMU

JUNE 30, 2023

But learned visual navigation policies have predominantly been evaluated in simulation. We evaluate policies across six homes with no prior experience, maps, or instrumentation. The robot has access to only a first-person RGB and depth camera and a pose sensor (computed with LiDAR-based SLAM).

Analytics 222

Analytics Analytics Machine Learning Machine Learning 222

Hacker News

JANUARY 20, 2024

Firstly, we simplify the LLM decoder layer by fusing data movement and element-wise operations to reduce the memory access frequency and lower system latency. A customized Scaled-Dot-Product-Attention kernel is designed to match our fusion policy based on the segment KV cache solution.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

The MLOps workflow includes the following steps: Access the SageMaker Studio domain in the development account, clone the GitHub repository, go through the process of model development using the sample model provided, and generate the train and inference pipelines. Choose Create key.

AWS 100

AWS ML ML Machine Learning 100

Dataconomy

FEBRUARY 6, 2024

The Oversight Board of Meta has suggested that a clearly fabricated fake Joe Biden video should not be removed from Facebook, pointing out the need for Meta to revisit and potentially broaden its somewhat restrictive policy on manipulated media.

AI 103

AI AI 103

IBM Journey to AI blog

OCTOBER 24, 2023

Enterprise-managed identity and access management (IAM) enables cloud administrators to centrally configure access and security settings for the entire organization. The SRE team needs operational access to these resources for every team in every account under the company’s IBM Cloud enterprise.

Database 73

Database Clustering 73

The Data Administration Newsletter

SEPTEMBER 19, 2023

Through advanced technologies and tools, IT ensures that data is securely stored, backed up, and accessible to authorized personnel. IT also enforces data governance policies and procedures, such as data classification and access […]

Data Governance 81

Data Governance Data Classification Data Quality 81

Hacker News

APRIL 5, 2023

Because AWS IAM is eventually consistent the malicious actor was able to perform various API calls even after the AWSCompromisedKeyQuarantineV2 policy has been added. Policy attached by AWS The AWSCompromisedKeyQuarantineV2 is attached to the IAM user test-user. This policy denies the most important actions.

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AWS 123

Hacker News

MARCH 24, 2023

If a website or other resource is hosted on IPFS, it remains accessible as long as the computer of one user who “pinned” it remains online. Most notably, Cloudflare gave it a boost by launching its own IPFS gateway , allowing the public to access IPFS resources without having to install specialized software.

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Hacker News

JUNE 28, 2023

Graph-based or policy-as-code? Explore access control systems in this comparative analysis. Discover pros, cons, and a hybrid solution.

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Smart Data Collective

SEPTEMBER 19, 2023

Although this information is unclassified, unauthorized access can have extreme economic and national security implications. It ensures that the personnel within these organizations get educated on the policies that revolve around information security, procedures, and best practices.

Big Data 108

Big Data Big Data 108

Dataconomy

FEBRUARY 7, 2024

The Ivanti vulnerability 2024, identified as CVE-2024-21893 and affecting Ivanti Connect Secure and Ivanti Policy Secure, is currently facing widespread exploitation by numerous adversaries due to a server-side request forgery (SSRF) flaw.

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Flipboard

MAY 15, 2023

As such, here are three examples of use cases I’ve heard from fellow students—and how higher education can do a better job of incorporating the student perspective into these policies. UCLA’s new policy describes using AI chatbots as “receiving assistance from another person.”

AI 181

AI AI Artificial Intelligence Artificial Intelligence 181

Dataconomy

APRIL 8, 2024

He reminded that Google’s robots.txt files and Terms of Service clearly forbid the unauthorized collection or download of YouTube materials, reaffirming the company’s usage policies.

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AI AI Machine Learning Machine Learning 103

ODSC - Open Data Science

MARCH 15, 2023

Meanwhile, data security safeguards digital information and data from malicious or unauthorized access. Data security becomes paramount in a hybrid workplace since remote workers need secure access to sensitive information outside the office premises.

Data Science 98

Data Science AI AI Artificial Intelligence 98

IBM Journey to AI blog

SEPTEMBER 29, 2023

In our blog post on identifying inactive identities , we looked at the APIs offered by IBM Cloud Identity and Access Management (IAM) and how to utilize them to obtain details on IAM identities and API keys. Recap: Inactive identities IBM Cloud Identity and Access Management (IAM) supports different forms of identities.

Database 85

Database 85

IBM Journey to AI blog

APRIL 24, 2024

Only administrators can access customer data on the backend. Mitigating privacy risks: The app limits data access to trusted employees who need it for their roles, and employees can access data only when they have a legitimate reason to. Retention policies should also be limited.

Data Governance 87

Data Governance AI AI Artificial Intelligence 87

Smart Data Collective

MAY 17, 2023

With that said the tips in our guide will enhance the security of your Office 365 environment and minimize the risk of data breaches or unauthorized access. These policies will alert users whenever sending confidential or sensitive data through email or other communication channels.

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Azure AI AI 89

Smart Data Collective

APRIL 30, 2022

Cybersecurity policies have become one of the top priorities for organizations, especially as the nature, frequency, and sophistication of cybersecurity attacks are rapidly evolving and the number of data breaches escalates each year. Data security must be ensured by an organization’s security policies.

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Data Science Connect

JULY 22, 2023

Developing Robust Cybersecurity Policies To ensure data privacy and confidentiality, businesses need well-defined cybersecurity policies and procedures. Online security consultants assist in creating and implementing these policies, guiding enterprises in establishing secure data handling protocols and access controls.

Data Scientist 100

Data Scientist 100

Dataconomy

JULY 21, 2023

It is believed that the feature, which was previously only accessible to Plus subscribers, will soon be made available to all users. OpenAI claims that while Plus plan customers can access the function, people who live in the EU or the UK cannot. Access Settings. Access Settings. It’s a beta function right now.

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AI AI 172

Dataconomy

DECEMBER 21, 2023

Meta cited policy violations but didn’t elaborate further. Providing fake data aligns with the theory that Instagram Wrap lacked access to Instagram’s core data, something third-party apps can’t access just by linking with your Meta login.

Data Analysis 103

Data Analysis Data Analysis 103

Dataconomy

OCTOBER 26, 2023

This article will delve into what AI dubbing is, its growing popularity, and the top AI dubbing tools that simplify content creation and enhance accessibility. This process, known as Automated Dubbing or Video Translation, enables content to be more widely accessible in various languages. The benefits of AI dubbing are impressive.

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AI AI Artificial Intelligence Artificial Intelligence 202

Dataconomy

AUGUST 8, 2023

The technology facilitates data to dictate the required operating system and applications for access, ensuring that the right entities interact in a secure manner. The Trusted Computing Base (TCB) operates as the foundation for a secure system, ensuring that critical security policies are implemented and maintained.

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phData

OCTOBER 23, 2023

And if you want to apply a masking policy to a variant column, it’s a bit more complicated, especially with nested JSON data. Method-1: Query Named Stage Directly -- accessing staged JSON data directly using $ notation select t.$1:customer_id::number, DDL statement. You have to do it later with an ALTER command.

Data Governance 52

Data Governance Python Data Classification Azure 52

IBM Journey to AI blog

MAY 8, 2024

The use of various identity tools is further compounded with managing access to your legacy application infrastructure, integrating new users during mergers and acquisitions. Identity orchestration Identity and access management projects are complex enough with many taking 12-18 months.

Analytics 84

Analytics Analytics 84

Flipboard

NOVEMBER 3, 2023

My students are working toward a master’s degree in public affairs and many of them are interested in pursuing careers in international and domestic public policy. Throughout the course, students are tasked with crafting four memos on designated policy issues. My goal was twofold. Courtesy of Wendy Castillo.

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AI AI Analytics Analytics 144

Dataconomy

APRIL 22, 2024

Retention of reviewed conversations Conversations reviewed by humans are stored separately and do not link back to your Google Account, remaining accessible for up to three years, unlike the standard 30-day retention policy. Should this policy change, Google will clearly inform you of any updates.

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AI AI Machine Learning Machine Learning 103

Dataconomy

SEPTEMBER 22, 2023

This essential practice involves the transfer of data from active storage systems, where it is frequently accessed and used, to secondary storage systems specifically designed for extended preservation and infrequent access. But why do businesses need it exactly? But this data sometimes needs to be archived. Let us explain.

Clustering 185

Clustering Algorithm Data Classification Machine Learning 185

Dataconomy

MARCH 8, 2024

Apple, famous for its tightly controlled App Store experience on iOS and iPadOS devices, recently implemented a series of last-minute policy changes that have generated a wave of mixed reactions from the developer community. Instead, users will need a direct link from the developer in order to access and install the app.

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Smart Data Collective

APRIL 20, 2022

What’s more, due to remote work, more companies use cloud technology and online networks that are easier to access remotely. What is a Secure Web Gateway , how can it prevent data loss, and how does it ensure that the data you have is used according to compliance policies? . In the past year, almost 45% of the companies in the U.S.

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Towards AI

APRIL 21, 2024

However, bringing them into professional settings faces challenges because they need internet access, and some company policies simply do not allow them. As AI tools become increasingly popular, they play an important role in boosting our productivity in everyday tasks.

AI 96

AI AI Artificial Intelligence Artificial Intelligence 96

Google Research AI blog

FEBRUARY 28, 2023

Posted by Natasha Noy, Research Scientist, and Omar Benjelloun, Software Engineer, Google Research Access to datasets is critical to many of today's endeavors across verticals and industries, whether scientific research, business analysis, or public policy.

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AWS Machine Learning Blog

APRIL 3, 2024

By default, the model generates vectors (embeddings) of 1,024 dimensions, and is accessed via Amazon Bedrock. You can confirm it’s enabled on the Model access page of the Amazon Bedrock console. If Amazon Titan Multimodal Embeddings is enabled, the access status will show as Access granted , as shown in the following screenshot.

K-nearest Neighbors 101

K-nearest Neighbors AWS Machine Learning Machine Learning 101

phData

APRIL 19, 2024

Built in logging and metadata Fivetran logs and audit tables available in Snowflake for analysis and reporting Prerequisites Access and Permissions Snowflake Destination If this is the first time using Snowflake as a Fivetran destination, there are some steps to take as described below. Otherwise, this section can be skipped.

Data Modeling 52

Data Modeling Data Models 52

Dataconomy

MAY 18, 2023

Although this grants enhanced accessibility of the infrastructure for employees and customers, it also amplifies the susceptibility for malicious actors to illicitly penetrate an organization’s cloud-based resources. Second, apply strong access controls and authentication mechanisms to secure API endpoints.

Cloud Computing 155

Cloud Computing Data Classification Cloud Data Analytics 155