Fri.Sep 15, 2023

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Training a Variational Autoencoder For Anomaly Detection Using TensorFlow

Analytics Vidhya

Introduction Generative AI has gained immense popularity in recent years for its ability to create data that closely resembles real-world examples. One of the lesser-explored but highly practical applications of generative AI is anomaly detection using Variational Autoencoders (VAEs). This guide will provide a hands-on approach to building and training a Variational Autoencoder for anomaly […] The post Training a Variational Autoencoder For Anomaly Detection Using TensorFlow appeared first

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What is a ChatGPT Persona?

Unite.AI

In the fast-evolving world of technology, chatbots have become a mainstay in both professional and personal spheres. Their rapid adoption can be traced back to their ability to simplify complex tasks, provide instant customer service, and even entertain users. But as the technology matured, a more nuanced approach was required to cater to the diverse needs of users across the world.

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Top 25 AI Productivity Tools to Use in 2023

Analytics Vidhya

Struggling to keep pace with the relentless demands of the modern world? Wondering how to make the most of your time and stay ahead of the competition? In a fast-paced digital age, mastering productivity tools is the key to achieving success efficiently. Whether you’re an entrepreneur, a professional, or a student, harnessing the power of […] The post Top 25 AI Productivity Tools to Use in 2023 appeared first on Analytics Vidhya.

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AI & AR are Driving Data Demand – Open Source Hardware is Meeting the Challenge

Unite.AI

Data is the lifeblood of the digital economy, and as new technologies emerge and evolve, the demand for faster data transfer rates, lower latencies, and higher compute power at data centers is increasing exponentially. New technologies are pushing the boundaries of data transmission and processing, and adopting open source technologies can help data center operators maximize their current operations and prepare for the future.

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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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The tsunami of sustainability disclosures facing American multinationals: Is your company prepared?

IBM Journey to AI blog

Globally, there has been an uptick of landmark regulations forcing companies to address sustainability issues like climate change, and to disclose the work they are doing to address these issues. On July 31, 2023, the European Union (EU) adopted the European Sustainability Reporting Standards (ESRS) and published them as “ final rules ” for the Corporate Sustainability Reporting Directive (CSRD), the most far-reaching set of disclosure requirements companies have to comply with, cove

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Securely record SSH sessions on RHEL in a private VPC network

IBM Journey to AI blog

In this blog post, you’ll learn how to record SSH sessions on a Red Hat Enterprise Linux (RHEL) VSI in a private VPC network using in-built packages. The VPC private network is provisioned through Terraform and the RHEL packages are installed using Ansible automation. Additionally, you’ll learn how to set up a highly available bastion host.

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Teachers Are Going All In on Generative AI

Flipboard

Surveys suggest teachers use generative AI more than students, to create lesson plans or more interesting word problems. Educators say it can save valuable time but must be used carefully.

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This AI Research Introduces AstroLLaMA: A 7B Parameter Model Fine-Tuned from LLaMA-2 Using Over 300K Astronomy Abstracts From ArXiv

Marktechpost

The arrival of Large Language Models (LLMs) has attracted attention from many fields because of several important factors coming together. These factors include the availability of huge amounts of data, improvements in computer power, and breakthroughs in the design of neural networks. Prominent models like GPT-4, PaLM, and LLaMA have shown that they can do many different tasks really well.

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The Princeton researchers calling out ‘AI snake oil’

Flipboard

They’re more afraid of shoddy software than robots going rogue, and say the argument that AI is going to wipe out humanity is built on a “tower of fallacies.

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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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MIT Researchers Introduce A Novel Lightweight Multi-Scale Attention For On-Device Semantic Segmentation

Marktechpost

The goal of semantic segmentation, a fundamental problem in computer vision, is to classify each pixel in the input image with a certain class. Autonomous driving, medical image processing, computational photography, etc., are just a few real-world contexts where semantic segmentation can be useful. Therefore, there is a high demand for installing SOTA semantic segmentation models on edge devices to benefit various consumers.

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Yes, You Can Use AI for Marketing. But Don't Forget About the Benefit of Human Touch.

Flipboard

Artificial intelligence may have changed the rules, but the game's essentials are the same: Let new tools amplify your voice and target better — just ensure that it's always your unique and personal story they're telling.

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How is AI Revolutionizing Audiobook Production? Creating Thousands of High-Quality Audiobooks from E-books with Neural Text-to-Speech Technology

Marktechpost

Nowadays, many people read audiobooks instead of books or other media. Audiobooks not only let current readers enjoy information while on the road, but they may also help make content accessible to groups, including children, the visually impaired, and anyone learning a new language. Traditional audiobook production techniques take time and money and can result in varying recording quality, such as professional human narration or volunteer-driven initiatives like LibriVox.

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Typeset launches AI that rapidly generates presentations, social posts, and more

Flipboard

When producing everyday visual collaterals, like an internal presentation or a social media post, many organizations rely on graphic designers or visually-capable folks who use their creative chops to come up with designs aligning with the brand language.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Researchers from MIT and Microsoft Introduce DoLa: A Novel AI Decoding Strategy Aimed at Reducing Hallucinations in LLMs

Marktechpost

Numerous natural language processing (NLP) applications have benefited greatly from using large language models (LLMs). While LLMs have improved in performance and gained additional capabilities due to being scaled, they still have a problem with “hallucinating” or producing information inconsistent with the real-world facts detected during pre-training.

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Google Gemini Poised to Take On AI Titans OpenAI and Microsoft

Flipboard

Google has reportedly started testing its most advanced AI model to date, Gemini, which it says has impressive multimodal capabilities.

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Meet BLIVA: A Multimodal Large Language Model for Better Handling of Text-Rich Visual Questions

Marktechpost

Recently, Large Language Models (LLMs) have played a crucial role in the field of natural language understanding, showcasing remarkable capabilities in generalizing across a wide range of tasks, including zero-shot and few-shot scenarios. Vision Language Models (VLMs), exemplified by OpenAI’s GPT-4 in 2023, have demonstrated substantial progress in addressing open-ended visual question-answering (VQA) tasks, which require a model to answer a question about an image or a set of images.

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AI can help screen for cancer—but there’s a catch

Flipboard

In theory, catching cancers earlier should make them easier to treat, saving lives. But that’s not always what the data shows.

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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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Google DeepMind Research Explores the Puzzling Phenomenon of Grokking in Neural Networks: Unveiling the Interplay Between Memorization and Generalization

Marktechpost

The traditional theory of how neural networks learn and generalize is put to the test by the occurrence of grokking in neural networks. When a neural network is being trained, the expectation is that the network’s performance on test data will likewise improve as the training loss lowers and converges to a low value, but eventually, the network’s behavior stabilizes.

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This new AI video tool clones your voice in 7 languages — and it's blowing up

Flipboard

How many languages do you speak? Thanks to AI, that number could be as many as seven.

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This Week in Space: Two Flybys and a Webb

Extreme Tech

Today, we have a hat trick from the James Webb Space Telescope, and a new crew departs for the ISS while a veteran astronaut still aboard sets a new all-time space flight record. Plus, a special appearance from a newfound comet.

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Uh oh, now AI is better than you at prompt engineering

Flipboard

The OPRO program automates the task of trying different prompts that get closer to solving a task.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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October’s ‘Ring of Fire’ Solar Eclipse Will Peak in Western Oregon

Extreme Tech

The entire Pacific Northwest region will be able to see the eclipse, but those in Oregon’s southwestern corner will get the best view.

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DeepMind’s cofounder: Generative AI is just a phase. What’s next is interactive AI.

Flipboard

“This is a profound moment in the history of technology,” says Mustafa Suleyman.

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Intel Core i9-14900KF 6GHz CPU Benchmarks Show 15% Boost Over 13900K

Extreme Tech

Intel looks like it could securely achieve the 'fastest desktop CPU' award with its upcoming 14th Gen CPU.

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Pain points: Seattle-area dental diagnostics company gets FDA approval for tooth-tapping tech

Flipboard

Perimetrics’ handheld device will deliver light taps to a patient’s teeth to gather data that helps dental professionals diagnose underlying damage. (Perimetrics Photo) A Seattle-area tech company has reason to smile after receiving clearance from the Food and Drug Administration for its tooth-tapping device and machine learning platform that helps dental professionals detect underlying issues.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Using Generative AI for Data Analysis and Visualization

ODSC - Open Data Science

Believe it or not, generative AI is more than just text in a box. The truth is that it transcends the boundaries of traditional creative applications. So what it does is it extends the capabilities of the user far beyond text generation. It’s an art. In addition to its prowess in crafting captivating narratives and artistic creations, generative AI demonstrates its versatility by helping users empower their own data analytics.

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How Generative AI is Changing the Way Creatives Work

Flipboard

Over the past year, we have seen an explosion in the use of artificial intelligence, or AI, across multiple industries. With all of the advantages that AI has to offer, there is no denying that it is truly transforming the way creatives work.

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A Gentle Introduction to Using R Markdown

Machine Learning Mastery

Last Updated on September 18, 2023 One reason people would like to use RStudio for their work is because of the R Markdown. This made the RStudio not only an IDE for programming in R, but also a notepad in which they could put down their thoughts with R code and results. In this post, […] The post A Gentle Introduction to Using R Markdown appeared first on MachineLearningMastery.com.