Sat.Apr 22, 2023 - Fri.Apr 28, 2023

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Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

Analytics Vidhya

Data Science and Data Analytics are two interrelated fields that have become increasingly important in today’s data-driven world. This article will explore the differences and similarities between these two fields and provide real-world examples of their applications. Find out which career is better for you: Data Science vs Data Analytics! Data Science vs Data Analytics […] The post Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

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Why companies need to accelerate data warehousing solution modernization

IBM Journey to AI blog

Unexpected situations like the COVID-19 pandemic and the ongoing macroeconomic atmosphere are wake-up calls for companies worldwide to exponentially accelerate digital transformation. During the pandemic, when lockdowns and social-distancing restrictions transformed business operations, it quickly became apparent that digital innovation was vital to the survival of any organization.

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How AI is Evolving

Cassie Kozyrkov

A prediction for the next decade Continue reading on Medium »

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Real World Programming with ChatGPT

Flipboard

This post is a brief commentary on Martin Fowler’s post, An Example of LLM Prompting for Programming. If all I do is get you to read that post, I’ve done my job. So go ahead–click the link, and come back here if you want. There’s a lot of excitement about how the GPT models and their successors will change programming. That excitement is merited. But what’s also clear is that the process of programming doesn’t become “ChatGPT, please build me an enterprise application to sell shoes.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Can AI-Generated Content Really Be Detected?

Analytics Vidhya

AI Detection Software Flagging the US Constitution as AI-Generated Content ChatGPT, one of history’s most widely adopted internet tools, has become increasingly popular among students and professionals for completing university essays, schoolwork, and other tasks. Along with the rise in generative AI tools and AI-generated content, a number of AI detection tools and software have […] The post Can AI-Generated Content Really Be Detected?

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How can we build human values into AI?

DeepMind

As artificial intelligence (AI) becomes more powerful and more deeply integrated into our lives, the questions of how it is used and deployed are all the more important. What values guide AI? Whose values are they? And how are they selected?

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OpenAI closes $300M share sale at $27B-29B valuation

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Updated to note that the Microsoft investment closed in January. The money from VCs reported here, part of a tender offer, is separate to that. OpenAI , the startup behind the widely used conversational AI model ChatGPT, has picked up new backers, TechCrunch has learned. VC firms including Tiger Global, Sequoia Capital, Andreessen Horowitz, Thrive and K2 Global picking up new shares, according to documents seen by TechCrunch.

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Google Bard Learnt Bengali on Its Own: Sundar Pichai

Analytics Vidhya

The recent rise of AI chatbots like Google’s Bard, OpenAI’s ChatGPT, and Microsoft’s Bing has fueled discussions about generative AI’s capabilities and potential downsides. Google CEO Sundar Pichai and OpenAI CEO Sam Altman have both expressed concerns about AI turning harmful if not properly deployed. Furthermore, Altman even admitted to being “scared” of his creation. […] The post Google Bard Learnt Bengali on Its Own: Sundar Pichai appeared first on A

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Jabil is building reports with IBM Business Analytics Portfolio

IBM Journey to AI blog

Jabil isn’t just a manufacturer, they are experts on global supply chain, logistics, automation, product design and engineering solutions. They are also interested and involved in the holistic application of emerging technologies like additive manufacturing, autonomous technologies, and artificial intelligence. They are a technologically motivated enterprise, so it’s no surprise that they would apply this forward-thinking view to their finance reporting as well.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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PyTorch Tutorial: How to Develop Deep Learning Models with Python

Machine Learning Mastery

Last Updated on May 1, 2023 Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook. At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models.

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Navigating the High Cost of AI Compute

Flipboard

Source: Midjourney The generative AI boom is compute-bound. It has the unique property that adding more compute directly results in a better product. Usually, R&D investment is more directly tied to how valuable a product was, and that relationship is … The post Navigating the High Cost of AI Compute appeared first on Andreessen Horowitz.

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Pandas 2.0

Analytics Vidhya

Introduction If you work with programming languages and are familiar with Python, you must have had a brush with Pandas, a robust yet flexible data manipulation and analysis library. It was founded by Wes McKinney in 2008. Its value in the data analysis market cannot be overstated, as it has become the go-to tool for […] The post Pandas 2.0 appeared first on Analytics Vidhya.

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How ERP is breaking down silos and driving sustainable change

IBM Journey to AI blog

While many organizations have established environmental, social and governance (ESG) goals and made ESG commitments, driven by purpose and emerging regulatory requirements, they face several challenges when making the transition from ambition to action. A recent IBM study found that global executives cite inadequate data (41%) as the biggest obstacle to their ESG progress, followed by regulatory barriers (39%), inconsistent standards (37%) and inadequate skills (36%).

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Robust and efficient medical imaging with self-supervision

Google Research AI blog

Posted by Shekoofeh Azizi, Senior Research Scientist, and Laura Culp, Senior Research Engineer, Google Research Despite recent progress in the field of medical artificial intelligence (AI), most existing models are narrow , single-task systems that require large quantities of labeled data to train. Moreover, these models cannot be easily reused in new clinical contexts as they often require the collection, de-identification and annotation of site-specific data for every new deployment environmen

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AI for security is here. Now we need security for AI

Flipboard

After the release of ChatGPT, artificial intelligence (AI), machine learning (ML) and large language models (LLMs) have become the number one topic of discussion for cybersecurity practitioners, vendors and investors alike.

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China Develops AI-Powered Artillery to Target Taiwan

Analytics Vidhya

According to reports, China has been working on artificial intelligence (AI) to increase the accuracy of its artillery attacks. They may utilize it in a future battle with Taiwan. Under the direction of Professor Wang Jiang from the Beijing Institute of Technology, a science team tested AI-powered artillery rounds in July of last year. On […] The post China Develops AI-Powered Artillery to Target Taiwan appeared first on Analytics Vidhya.

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DeepMind’s latest research at ICLR 2023

DeepMind

Next week marks the start of the 11th International Conference on Learning Representations (ICLR), taking place 1-5 May in Kigali, Rwanda. This will be the first major artificial intelligence (AI) conference to be hosted in Africa and the first in-person event since the start of the pandemic. Researchers from around the world will gather to share their cutting-edge work in deep learning spanning the fields of AI, statistics and data science, and applications including machine vision, gaming and

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Compatible plot types in SAS

SAS Software

When the SAS statistical graphics (SG) procedures were designed in the early 2000s, a goal was to create a comprehensive Graph Template Language (GTL) and leverage the GTL by using SG procedures that perform common tasks easily without having to write any GTL. This project was hugely successful, and "ODS [.] The post Compatible plot types in SAS appeared first on SAS Blogs.

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ZHA developing "most" projects using AI-generated images says Patrik Schumacher

Flipboard

Zaha Hadid Architects is using AI text-to-image generators like DALL-E 2 and Midjourney to come up with design ideas for projects, studio principal Patrik Schumacher has revealed. At a recent roundtable discussion on how artificial intelligence (AI) could change design, Schumacher delivered a presentation about Zaha Hadid Architects ' (ZHA) use of image-generating technology.

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GigaChat: Russian Rival of ChatGPT

Analytics Vidhya

In response to the growing interest in artificial intelligence and the rapid adoption of chatbot technologies worldwide, Russia’s dominant financial institution, Sberbank, has recently unveiled its own AI chatbot, GigaChat. The Russian-made chatbot is designed to offer a high-quality alternative to OpenAI’s popular ChatGPT. Moreover, it is currently in its initial invite-only testing phase.

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Stack Overflow Will Begin Charging AI Companies for Training Data

ODSC - Open Data Science

Following Twitter and Reddit, a popular question-and-answer website, Stack Overflow, has announced plans to charge AI companies for training data. The website’s CEO Prashanth Chandrasekar also stated that the policy would go into effect soon after this year’s halfway point. As many know, Stack Overflow is considered the “go-to” for many programmers due to its community’s rich question & answer nature.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Get started with ModelOps now

SAS Software

You can start learning about ModelOps and SAS Model Manager now. Compare the various educational resources provided by SAS according to your learning preference. The post Get started with ModelOps now appeared first on SAS Blogs.

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Announcements at RSAC 2023 show alliances, AI defining the future of cybersecurity

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CISOs want more efficacy, real-time data visibility and a unified view of endpoints, identities and assets across their networks. They’re also looking for pricing help from vendors to stay within budget. Any new announcement at RSAC 2023 needed to be benchmarked against those two goals.

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OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free Time Access)

Analytics Vidhya

Mastering Prompt Engineering With OpenAI’s ChatGPT OpenAI is a cutting-edge artificial intelligence research organization backed by Microsoft. It has introduced a new short course on prompt engineering for developers utilizing its state-of-the-art language model, ChatGPT. The course, led by acclaimed AI expert and Coursera co-founder Andrew Ng, aims to assist developers in crafting more effective […] The post OpenAI with Andrew Ng Launches Course on Prompt Engineering (Limited Free T

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LayerNAS: Neural Architecture Search in Polynomial Complexity

Google Research AI blog

Posted by Yicheng Fan and Dana Alon, Software Engineers, Google Research Every byte and every operation matters when trying to build a faster model, especially if the model is to run on-device. Neural architecture search (NAS) algorithms design sophisticated model architectures by searching through a larger model-space than what is possible manually.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Using SAS Viya Machine Learning to classify COVID from non-COVID

SAS Software

In her first blog post, SAS' Mu He shows you how to train a convolutional neural network that can accurately detect patients with COVID-19 using the transfer learning technique. The post Using SAS Viya Machine Learning to classify COVID from non-COVID appeared first on SAS Blogs.

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ChatGPT may hinder the cybersecurity industry

Flipboard

Since its launch in November 2022, ChatGPT, an artificial intelligence (AI) chatbot, has been causing quite a stir because of the software’s surprisingly human and accurate responses.

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Criminals Using AI to Impersonate Loved Ones

Analytics Vidhya

Criminals have found a new way to scam people by utilizing artificial intelligence (AI) to create convincing voice imitations of family members or friends. This emerging threat, known as “deepfake audio,” combines “deep learning” with “fake” to create highly realistic voice clones capable of deceiving victims. For just a few euros, numerous companies now offer […] The post Criminals Using AI to Impersonate Loved Ones appeared first on Analytics Vidhya.