April, 2023

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Deep Learning for Image Segmentation with TensorFlow

Analytics Vidhya

Introduction Image segmentation is a task in computer vision that involves dividing a particular image into multiple segments where each segment represents an object or region in the image. This task is important for applications such as object detection, image recognition, and autonomous driving. TensorFlow is an open-source framework used for building and training machine […] The post Deep Learning for Image Segmentation with TensorFlow appeared first on Analytics Vidhya.

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ISO 20022: Are your payment systems ready?

IBM Journey to AI blog

ISO 20022 is a global standard for financial messaging that aims to standardize electronic data interchange between financial institutions. It provides a structured way of exchanging data for financial transactions, including payments, securities and trade services. The International Organization for Standardization (ISO) developed the standard, which is being adopted by countries and financial institutions worldwide.

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What’s Different About Today’s AI?

Cassie Kozyrkov

Hint: today’s AI revolution isn’t really about AI… it’s about UX Continue reading on Medium »

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

Flipboard

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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Announcing Google DeepMind

DeepMind

DeepMind and the Brain team from Google Research will join forces to accelerate progress towards a world in which AI helps solve the biggest challenges facing humanity.

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Futurist Ray Kurzweil Claims Humans Will Achieve Immortality by 2030

Analytics Vidhya

“Immortality in Just 7 Years,” Predicts Ex-Google Engineer Ray Kurzweil, the man behind some of the most accurate predictions of our time, has made a jaw-dropping claim: “Humans will achieve immortality by 2030!” In a recent YouTube series, the Ex-Google engineer spoke of the incredible advancements in technology that will lead to eternal life.

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Free Dolly: Introducing the World's First Truly Open Instruction-Tuned LLM

databricks

Two weeks ago, we released Dolly, a large language model (LLM) trained for less than $30 to exhibit ChatGPT-like human interactivity (aka instruction-following).

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The Best Learning Paths for AI and Data Leadership

Cassie Kozyrkov

How to muscle up on data-related topics quickly Continue reading on Towards Data Science »

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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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Public Health Transformation: Ways to use SAS Viya

SAS Software

We demonstrate a few common and essential public health functions using SAS Viya. Our goal is to show the art of the possible within the realm of accessibility. The post Public Health Transformation: Ways to use SAS Viya appeared first on SAS Blogs.

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Improving AI’s ability to follow complex human instructions

NYU Center for Data Science

A paper on vision and language navigation by a team of researchers including CDS PhD student Aishwarya Kamath was accepted at CVPR 2023 CDS PhD student Aishwarya Kamath Training robots to follow human instructions in natural language is a significant long-term challenge in artificial intelligence research. To explore this question, the field of Vision and Language Navigation (VLN) has developed to train VLN models that navigate in photorealistic environments.

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Meet AgentGPT, an AI That Can Create Chatbots, Automate Things, and More!

Analytics Vidhya

A fully autonomous AI agent called AgentGPT is gaining popularity in the field of generative AI models. Based on AutoGPT initiatives like ChaosGPT, this tool enables users to specify a name and an objective for the AI to accomplish by breaking it down into smaller tasks. AgentGPT is a no-code, browser-based solution that makes AI […] The post Meet AgentGPT, an AI That Can Create Chatbots, Automate Things, and More!

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Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools

Google Research AI blog

Posted by Ruofei Du, Interactive Perception & Graphics Lead, Google Augmented Reality, and Na Li, Tech Lead Manager, Google CoreML Recent deep learning advances have enabled a plethora of high-performance, real-time multimedia applications based on machine learning (ML), such as human body segmentation for video and teleconferencing, depth estimation for 3D reconstruction, hand and body tracking for interaction, and audio processing for remote communication.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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How AI is Evolving

Cassie Kozyrkov

A prediction for the next decade Continue reading on Medium »

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

Flipboard

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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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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SQuARE: Towards Multi-Domain and Few-Shot Collaborating Question Answering Agents

ODSC - Open Data Science

Editor’s note: Iryna Gurevych, PhD and Haritz Puerto are speakers for ODSC East 2023. Be sure to check out their talk, “ SQuARE: Towards Multi-Domain and Few-Shot Collaborating Question Answering Agents ,” there! Are you fascinated by the power of Question Answering (QA) models but find yourself intimidated by technical challenges? Do you yearn to compare different QA models but dread the time-consuming process of setting them up?

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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FreedomGPT: Personal, Bold and Uncensored Chatbot Running Locally on Your PC

Analytics Vidhya

Introducing FreedomGPT: The Unfiltered AI Powerhouse Freedom GPT is a groundbreaking open-source AI technology developed by Age of AI, an Austin-based AI venture capital firm. This state-of-the-art chatbot is programmed to recognize and prioritize ethical considerations without any censorship filter, unlike ChatGPT, which comes with censorship compliance and certain safety rules that prevent it from […] The post FreedomGPT: Personal, Bold and Uncensored Chatbot Running Locally on Your PC a

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Responsible AI at Google Research: Technology, AI, Society and Culture

Google Research AI blog

Posted by Lauren Wilcox, Senior Staff Research Scientist, on behalf of the Technology, AI, Society, and Culture Team Google sees AI as a foundational and transformational technology , with recent advances in generative AI technologies, such as LaMDA , PaLM , Imagen , Parti , MusicLM , and similar machine learning (ML) models, some of which are now being incorporated into our products.

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From Deep Learning Foundations to Stable Diffusion

fast.ai

Today we’re releasing our new course, From Deep Learning Foundations to Stable Diffusion , which is part 2 of Practical Deep Learning for Coders.

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Terrifying study shows how fast AI can crack your passwords; here’s how to protect yourself

Flipboard

Along with the positive aspects of the new generative AI services come new risks. One that’s surfaced is an advanced approach to cracking passwords called PassGAN. Using the latest AI, it was able to compromise 51% of passwords in under one minute with 71% of passwords cracked in less than a day.

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Brick & Mortar Retail Relevance: How to Stay Ahead of the Curve

Speaker: Jay Black, Senior Account Executive

Let's set the record straight: in-store retail isn't dead - it's evolving! Faced with the digital age and the demands of omnichannel shopping, some retailers are thriving while others are struggling to adapt. Join Jay Black in this exclusive session as he explores the strategies that set successful stores apart, including: Crafting unique and unforgettable in-store experiences 🛍️ Mastering the art of retail demands 🛒 Navigating inventory challenges in today's climate 📦 an

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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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How We Performed ETL on One Billion Records For Under $1 With Delta Live Tables

databricks

Today, Databricks sets a new standard for ETL (Extract, Transform, Load) price and performance. While customers have been using Databricks for their ETL.

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Why Learn No Code Machine Learning in 2023?

Analytics Vidhya

Introduction Technologies like machine learning and artificial intelligence have become the talk of the town because of their applicability across organizations of all sizes and domains; and their ability to automate the most complex tasks. It was only in the reinvention of backpropagation in the mid-1980s that they were deemed successful sheerly because of the […] The post Why Learn No Code Machine Learning in 2023?

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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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How LinkedIn released new ChatGPT-based AI tools in just 3 months

Flipboard

The sprint to develop LinkedIn’s recently-released generative AI tools took only three months, Ya Xu, VP of engineering and head of data and artificial intelligence (AI) told VentureBeat in an interview.

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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.