Dataconomy

MARCH 6, 2024

As AI is implemented in a range of systems and for a variety of purposes, it is the indispensable role of software engineers to create and maintain such systems. Through processes such as data management, bias mitigation and real-time system integration, software engineers ensure that AI is efficient at meeting the needs of customers.

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Data Science Dojo

MAY 14, 2024

Customer relationship management or CRM refers to a system that manages all customer interactions for any business. A CRM system enables enterprises to automate tasks for better workflows and provide useful customer insights. These systems are a step ahead of the traditional customer management systems for businesses.

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Data Science Dojo

DECEMBER 4, 2023

Plus, removing backgrounds from pictures is now a breeze, helping photographers and designers make their images stand out. Dedrone: Keeping our skies safe Imagine a system that can spot and track drones in city skies. That’s what Dedrone’s City-Wide Drone Detection system does.

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Towards AI

APRIL 22, 2024

To create, update, and manage a relational database, we use a relational database management system that most commonly runs on Structured Query Language (SQL). NoSQL databases — NoSQL is a vast category that includes all databases that do not use SQL as their primary data access language.

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AWS Machine Learning Blog

NOVEMBER 26, 2023

You can recommend actions such as enrolling in loyalty programs, signing up for a newsletter or magazine, exploring a new category, downloading an app, and other actions that encourage conversion. User A is a frequent buyer and has shopped mostly in the “Beauty & Grooming” and “Jewelry” categories in the past.

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Flipboard

NOVEMBER 28, 2023

These services are designed to support our customers in unlocking the emerging capabilities of generative AI, including enhanced creativity, personalized and dynamic content creation, and innovative design. In this post, we discuss how to assess the potential risk of your AI system. How is AI system risk defined?

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Data Science Dojo

MAY 16, 2024

Each category is tailored to match the complexity and human intervention needed, ensuring that GenAI applications are both effective and contextually appropriate. Ensuring that these systems comply with global data protection regulations (e.g., GDPR, HIPAA) is crucial.

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Dataconomy

MARCH 11, 2024

What is Claude 3 Opus: The most intelligent Claude 3 Opus stands out as the most intelligent model in the Claude 3 family , surpassing its peers on most common evaluation benchmarks for AI systems. It exhibits near-human levels of comprehension and fluency on complex tasks, leading the frontier of general intelligence.

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DataRobot

AUGUST 25, 2021

In a recent blog, we talked about how, at DataRobot , we organize trust in an AI system into three main categories: trust in the performance in your AI/machine learning model , trust in the operations of your AI system, and trust in the ethics of your modelling workflow, both to design the AI system and to integrate it with your business process.

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AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. Combining human and automatic review, a hybrid process is a common design approach.

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AWS Machine Learning Blog

OCTOBER 6, 2023

For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics. Amazon SageMaker Feature Store is a fully managed repository designed specifically for storing, sharing, and managing ML model features. This can be done with algorithms like XGBoost.

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DataRobot

AUGUST 30, 2021

As part of a blog post series on the topic of building trust in AI , we recently talked about how DataRobot organizes trust in an AI system into three main categories: performance, operations, and ethics. In each of these categories is a set of dimensions of trust. An AI system is more than just a model. Conclusion.

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AWS Machine Learning Blog

OCTOBER 24, 2023

This post is co-authored by Dhurjati Brahma, Senior Systems Architect at T-Mobile US, Inc and Jim Chao, Principal Engineer/Architect at T-Mobile US, Inc and Nicholas Zellerhoff Associate Systems Architect at T-Mobile US, Inc. About the Authors Dhurjati Brahma is a Senior Systems Architect at T-Mobile US, Inc. T-Mobile US, Inc.

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IBM Journey to AI blog

FEBRUARY 22, 2024

The rise of foundation models that power the growth of generative AI and other AI use cases offers exciting possibilities—yet it also raises new questions and concerns about their ethical design, development, deployment, and use. Known risks from prior or earlier forms of AI systems.

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Towards AI

FEBRUARY 16, 2023

It can refer to a wide range of applications, from simple mechanical devices such as automatic doors and self-checkout machines to complex systems such as robotics and artificial intelligence. Additionally, the cost of integrating automation systems with existing infrastructure and training employees to use them can also be high.

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Google Research AI blog

AUGUST 28, 2023

Posted by Dahun Kim and Weicheng Kuo, Research Scientists, Google The ability to detect objects in the visual world is crucial for computer vision and machine intelligence, enabling applications like adaptive autonomous agents and versatile shopping systems. We are also releasing the code here.

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ODSC - Open Data Science

MARCH 8, 2024

Now enter PyRIT , the Python Risk Identification Tool, a new open-access automation framework designed to upend how security professionals and machine learning engineers assess the robustness of foundation models and their applications against potential threats.

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DataRobot

JULY 16, 2021

Just as trust needs to be established in our personal and business relationships, it also needs to be established between an AI user and the system. Transformative technologies such as autonomous vehicles will be possible only when there are clear methods and benchmarks to establish trust in AI systems. Dimensions of Trust. Operations.

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Dataconomy

APRIL 18, 2023

AI systems use a combination of algorithms, machine learning techniques, and data analytics to simulate human intelligence. Narrow AI refers to an AI system designed to perform a specific task or set of tasks, such as image recognition, language translation, or speech recognition.

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O'Reilly Media

OCTOBER 17, 2023

Although I agree that designing good prompts for AI is an important skill, Agarwal overstates his case. Attempts to define prompt engineering fall into two categories: Coming up with clever prompts to get an AI to do what you want while sitting at your laptop. Designing and writing software systems that generate prompts automatically.

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Dataconomy

MARCH 6, 2024

in the European Union, Apple has introduced its first operating system update that aligns with the Digital Markets Act ‘s regulatory requirements. The iPad operating system, iPadOS 17.4, iOS alternative app stores represent a new category of application available to iPhone users ( Image credit ) iOS 17.4

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IBM Journey to AI blog

NOVEMBER 24, 2023

This, in turn, leads to the following challenges: Duplicative or overlapping capabilities offered by multiple IT systems/components create sticky dependencies and proliferations, which impact productivity and speed to market. Duplicative capabilities across applications and channels give rise to duplicative IT resources (e.g.,

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Smart Data Collective

AUGUST 22, 2021

Software validation by the Food and Drug Administration (FDA) is a vital step in the oversight process towards ensuring the systems your organization uses when manufacturing and distributing regulated products are of the highest quality. It shouldn’t be surprising that the FDA is using big data to improve software validation.

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AWS Machine Learning Blog

MAY 30, 2024

In parallel, the system extracts audio transcription from the uploaded content using Amazon Transcribe. Policy evaluation – Using the extracted metadata from the video, the system conducts LLM evaluation. Classifying videos into IAB categories used to be challenging before generative AI became popular.

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Hacker News

JUNE 7, 2023

But there are different ways to use prompts in different categories. Well, ultimately it’s just part of the general Wolfram Resource System —the same one that’s used for the Wolfram Function Repository , Wolfram Data Repository , Wolfram Neural Net Repository , Wolfram Notebook Archive , and many other things. So what are they so far?

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ODSC - Open Data Science

JANUARY 25, 2024

The GPT Store showcases popular and trending GPTs across diverse categories such as DALL·E , writing, research, programming, education, and lifestyle. To help with this, there is a new review system that includes both human and automated processes. This system aims to ensure that all GPTs meet quality and safety standards.

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Google Research AI blog

JUNE 6, 2023

In “ Visual Captions: Augmenting Verbal Communication With On-the-fly Visuals ”, presented at ACM CHI 2023 , we introduce a system that uses verbal cues to augment synchronous video communication with real-time visuals. The system is even robust against typical mistakes that may often appear in real-time speech-to-text transcription.

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phData

JULY 24, 2023

Users can quickly view ticket trends, overdue items, tickets by priority type, and top categories, groups, and requests. Additionally, they can also be adapted for other similar ticket tracking and request systems, such as ServiceDesk. Who is This Dashboard For?

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phData

JULY 24, 2023

Users can quickly view ticket trends, overdue items, tickets by priority type, and top categories, groups, and requests. Additionally, they can also be adapted for other similar ticket tracking and request systems, such as ServiceDesk. Who is This Dashboard For?

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Flipboard

MAY 31, 2023

Moore reports in the June issue’s lead news story “ Ending an Ugly Chapter in Chip Design.” It assigns AI applications to three risk categories: Those that create unacceptable risk would be banned, high-risk applications would be tightly regulated, and applications deemed to pose few if any risks would be left unregulated.

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Smart Data Collective

AUGUST 9, 2022

Developers should look closely at the data and its use and determine the correct category for the data. Taking more time with data categories will result in a slow and critical look at companies’ data risk. Security by default and design. Agile security will be able to build basically secure systems that work.

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IBM Journey to AI blog

FEBRUARY 23, 2024

Identify and protect special category data When inventorying data, organizations should make a note of any especially sensitive data that requires extra protection. The GDPR mandates added precautions for three kinds of data in particular: special category data, criminal conviction data, and children’s data.

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DataRobot

OCTOBER 26, 2021

The highest bar for AI trust can be summed up in the following question: What would it take for you to trust an AI system with your life? This blog post will explore some of the biggest obstacles to earning trust in AI systems. People may be concerned that systems are “looking” at them. The same can be said of an AI system. “To

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Smart Data Collective

MAY 17, 2023

This post discusses the types of AI tools, how they are used in ERP systems to improve business processes, and the challenges of finding a supplier that offers what you need. ERP systems have been stagnant for decades in managing and processing enterprise data. Using ERP software that utilizes AI technology will change this process.

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Women in Big Data

MAY 19, 2024

Effective A/B Testing: Poornima shared knowledge on designing and running A/B experiments to optimize user experience. Speaker’s Contributions Poornima Muthukumar has a background in cloud computing, AI, and big data systems and over 8 years of experience in the tech industry.

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AWS Machine Learning Blog

SEPTEMBER 7, 2023

Finding optimal control policies is a complex task because physical systems, such as chemical reactors and wind turbines, are often hard to model and because drift in process dynamics can cause performance to deteriorate over time. Solution walkthrough Formulate problem Our system in this blog post is a cart with a pole balanced on top.

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Dataconomy

JULY 25, 2023

Fitness trackers, a popular category of wearable computers, were first introduced in the early 2000s, with the Fitbit being one of the pioneering brands ( Image Credit ) What is a wearable computer? These OSs are designed to be resource-efficient and support seamless communication with other devices, such as smartphones or computers.

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