Thu.Oct 26, 2023

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Heard on the Street – 10/26/2023

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 462
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How GANs Craft Artificial Celebrity Identities?

Analytics Vidhya

Introduction In the age of artificial intelligence, a remarkable phenomenon is unfolding—Generative Adversarial Networks (GANs) are ingeniously crafting artificial celebrity identities. This intriguing fusion of technology and creativity has given rise to an entirely new breed of digital celebrities. Join us on a captivating journey as we delve into the world of GANs and uncover […] The post How GANs Craft Artificial Celebrity Identities?

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Overview of PEFT: State-of-the-art Parameter-Efficient Fine-Tuning

KDnuggets

Learn how Parameter-Efficient Fine-Tuning techniques like LoRA enable efficient adaptation of large language models using limited compute resources.

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Introducing OWLv2: Google’s Breakthrough in Zero-Shot Object Detection

Analytics Vidhya

Introduction As 2023 is coming to an end, the exciting news for the computer vision community is that Google has recently made strides in the world of zero-shot object detection with the release of OWLv2. This cutting-edge model is now available in ? Transformers and represents one of the most robust zero-shot object detection systems […] The post Introducing OWLv2: Google’s Breakthrough in Zero-Shot Object Detection appeared first on Analytics Vidhya.

Analytics 292
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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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K-Means Clustering in OpenCV and Application for Color Quantization

Machine Learning Mastery

The k-means clustering algorithm is an unsupervised machine learning technique that seeks to group similar data into distinct clusters, with the aim of uncovering patterns in the data that may not be apparent to the naked eye. It is possibly the most widely known algorithm for data clustering, and it comes implemented in the OpenCV […] The post K-Means Clustering in OpenCV and Application for Color Quantization appeared first on MachineLearningMastery.com.

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10 Useful Python Skills All Data Scientists Should Master

Analytics Vidhya

Introduction Python is a versatile and powerful programming language that plays a central role in the toolkit of data scientists and analysts. Its simplicity and readability make it a preferred choice for working with data, from the most fundamental tasks to cutting-edge artificial intelligence and machine learning. Whether you’re just starting your journey in data […] The post 10 Useful Python Skills All Data Scientists Should Master appeared first on Analytics Vidhya.

More Trending

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How to Code Using ChatGPT?

Analytics Vidhya

Introduction Incorporating artificial intelligence into modern programming has ushered in a new era of efficiency and innovation. ChatGPT, an AI language model developed by OpenAI, stands out as a significant and disruptive milestone among these trailblazing developments. This article explores the specifics of ChatGPT code, analyzing its capabilities, dependability, and how it enhances programmers’ skills. […] The post How to Code Using ChatGPT?

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How Lakehouse AI improves model accuracy with real-time computations

databricks

The predictive quality of a machine learning model is a direct reflection of the quality of data used to train and serve the.

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Revealing Google’s AI Marvel Gemini and Game-Changer Stubbs

Analytics Vidhya

The drive to integrate generative AI into essential tools and services has intensified into a vigorous struggle in the quickly changing digital ecosystem. Google stands out among the tech giants pushing the boundaries of innovation with two ground-breaking AI Marvels, Gemini and Stubbs. Let’s examine these fascinating developments in more detail, as well as their […] The post Revealing Google’s AI Marvel Gemini and Game-Changer Stubbs appeared first on Analytics Vidhya.

AI 281
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AI Dubbing: What is it, best tools, and more

Dataconomy

In the dynamic world of technology, a game-changing innovation is taking center stage: AI dubbing. This revolutionary approach, powered by machine learning and generative AI, is transforming how we create seamless voiceovers in multiple languages for videos. 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.

AI 202
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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What is MATLAB? Working, Functions, and Applications

Analytics Vidhya

Introduction MATLAB (Matrix Laboratory) is a proprietary software app developed by MathWorks. You might wonder what is MATLAB. Well, It is a multi-purpose programming language that contains its own set of libraries and IDE (Integrated Development Environment). It is used to handle complex tasks, like data manipulation matrix, data analysis, algorithm implementation, etc.

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IMPACT: The Data Observability Summit is back November 8th and the lineup is bigger and better than EVER!

KDnuggets

This year, the Monte Carlo Data team has outdone themselves! Check out talks and panels from pioneering data and AI companies, networking, giveaways, and more. Register for the virtual summit today!

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Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features

Machine Learning Research at Apple

Device-directed speech detection (DDSD) is the binary classification task of distinguishing between queries directed at a voice assistant versus side conversation or background speech. State-of-the-art DDSD systems use verbal cues (for example, acoustic, text and/or automatic speech recognition system (ASR) features) to classify speech as device-directed or otherwise, and often have to contend with one or more of these modalities being unavailable when deployed in real-world settings.

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How to Use Hugging Face AutoTrain to Fine-tune LLMs

KDnuggets

Easily improve our LLM capability with this tool.

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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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Identifying Controversial Pairs in Item-to-Item Recommendations

Machine Learning Research at Apple

*= Equal Contributors Recommendation systems in large-scale online marketplaces are essential to aiding users in discovering new content. However, state-of-the-art systems for item-to-item recommendation tasks are often based on a shallow level of contextual relevance, which can make the system insufficient for tasks where item relationships are more nuanced.

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Drag, Drop, Analyze: The Rise of No-Code Data Science

Flipboard

No-code or low-code functionalities in data science have gained significant traction in recent years. These solutions are well-proven and matured, and they make data science more accessible to a wider range of people.

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Beware, Flipper Zero might spam you with Bluetooth alerts

Dataconomy

The Flipper Zero community is excited as the ‘Xtreme’ custom firmware introduces a new capability: Bluetooth spam attacks on Android and Windows devices. Inspired by a security researcher’s similar feat on Apple iOS devices, this development sheds light on the untapped potential of Flipper Zero. These spam attacks utilize Flipper Zero’s wireless capabilities to send out fake advertising packets to devices within range, overwhelming them with pairing and connection request

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Beyond Human Limits: 3 Astonishing Examples of AI-Boosted Creativity

Flipboard

On a recent visit to an art exhibition, I glanced toward the far end of the gallery and saw a vast golden seascape that drew me to the end of the …

AI 159
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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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Sending the Discord banned image cause immidiate bans

Dataconomy

Don’t send this image on Discord! The Discord banned image can ruin your gaming sessions and more forever. Imagine an image so seemingly harmless that it could swiftly lead to users being banned. Yes, you read that correctly, a simple picture causing instant account bans. Is this an Internet hoax, or is there more to this curious case than meets the eye?

AI 113
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3 Hard Questions No One Is Asking About A.I., but Everyone Should

Flipboard

At the GeekWire Summit, VCs, entrepreneurs, and big-tech executives discussed A.I.'s potential--and its drawbacks. A.I. is a powerful tool, but it can also bring negative consequences for those who work alongside it, or are affected by it.

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The Language of Lava Lamps

Hacker News

“A lava lamp, then, is a perfect poem. A liquid hourglass of light, it measures out time in stanzaic blobs.

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I took this free AI course for developers in one weekend and highly recommend it

Flipboard

These 13 free AI courses, from OpenAI and DeepLearning, range from beginner to intermediate, and did we mention they're free?

AI 172
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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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After 28 years, SSLv2 is still not gone from the internet

Hacker News

After 28 years, SSLv2 is still not gone from the internet... but we're getting there, Author: Jan Kopriva

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Bing's AI Refuses to Generate Photorealistic Images of Women, Saying They're "Unsafe"

Flipboard

"Your image generations are not displayed because we detected unsafe content in the images based on our content policy.

AI 159
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The evolution of desalination technology

Dataconomy

From simple distillation to membrane processes like reverse and forward osmosis, desalination is becoming a more viable solution to drinking water shortages More than 70% of the Earth’s surface is water, but only a tiny fraction of this water is drinkable due to its high salt content. Below the surface, the picture is similar: Much of the water in underground aquifers is unsuitable for consumption.

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Google Pixel 8 Pro Review: Scary Good A.I.

Flipboard

Ever since its debut, Google’s Pixel series has always handled smartphone photography differently from other brands, particularly Android ones.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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360 Feedback Software: Improving team collaboration and communication

Dataconomy

In today’s fast-paced business world, team collaboration and communication play a crucial role in the success of any organization. Teams that seamlessly work together and openly communicate are often more productive, innovative, and accomplished. To empower teams and foster a culture, many organizations are embracing 360 feedback software. What is 360 Feedback Software?

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Pinball isn't as random as it seems (2018) [video]

Hacker News

Hint: Go for the flashing lights. Subscribe to our channel! [link] you look at a pinball machine, you might think it's nothing more than a.

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Intuitivo achieves higher throughput while saving on AI/ML costs using AWS Inferentia and PyTorch

AWS Machine Learning Blog

This is a guest post by Jose Benitez, Founder and Director of AI and Mattias Ponchon, Head of Infrastructure at Intuitivo. Intuitivo, a pioneer in retail innovation, is revolutionizing shopping with its cloud-based AI and machine learning (AI/ML) transactional processing system. This groundbreaking technology enables us to operate millions of autonomous points of purchase (A-POPs) concurrently, transforming the way customers shop.

AWS 101
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COBOL bridge for Node.js

Hacker News

:tv: COBOL bridge for NodeJS which allows you to run COBOL code from NodeJS. - GitHub - IonicaBizau/node-cobol: :tv: COBOL bridge for NodeJS which allows you to run COBOL code from NodeJS.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.