Wed.Nov 01, 2023

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Generative AI Report – 11/1/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

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Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX)

Machine Learning Mastery

Sponsored Content By Travis Addair & Geoffrey Angus If you’d like to learn more about how to efficiently and cost-effectively fine-tune and serve open-source LLMs with LoRAX, join our November 7th webinar. Developers are realizing that smaller, specialized language models such as LLaMA-2-7b outperform larger general-purpose models like GPT-4 when fine-tuned with proprietary […] The post Fast and Cheap Fine-Tuned LLM Inference with LoRA Exchange (LoRAX) appeared first on MachineLe

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The Role of Enterprise Knowledge Graphs in LLMs

Analytics Vidhya

Introduction Large Language Models (LLMs) and Generative AI represent a transformative breakthrough in Artificial Intelligence and Natural Language Processing. They can understand and generate human language and produce content like text, imagery, audio, and synthetic data, making them highly versatile in various applications. Generative AI holds immense importance in real-world applications by automating and enhancing content […] The post The Role of Enterprise Knowledge Graphs in LLMs ap

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To Tailgate or Not? How Databricks + AccuWeather used ML to answer every football fan's burning question

databricks

Whether you’re an NFL fanatic, an alumnus rooting for your alma mater or a super fan just trying to catch a glimpse of T.

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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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Leveraging the Power of GPUs with CuPy in Python

KDnuggets

Whether you're doing machine learning, scientific computing, or working with huge datasets, CuPy is an absolute game-changer.

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10 Types of Clustering Algorithms in Machine Learning

Analytics Vidhya

Introduction Have you ever wondered how vast volumes of data can be untangled, revealing hidden patterns and insights? The answer lies in clustering, a powerful technique in machine learning and data analysis. Clustering algorithms allow us to group data points based on their similarities, aiding in tasks ranging from customer segmentation to image analysis.

More Trending

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Snowflake Crystallizes Hands-On Use Of AI Apps

Adrian Bridgwater for Forbes

As we develop enterprise software platform services over time, we often find initially complex application functions being simplified for the us.

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Windows 11 23H2 is out, so is Microsoft Copilot

Dataconomy

The latest update from Microsoft, Windows 11 23H2, introduces a range of new features. To get an early taste of these updates, a toggle in the Settings app allowed users to access them via an optional update while technically staying on version 22H2. Now, the official release of Windows 11 version 23H2 showcases the complete set of features. The update was announced a while ago, but only certain individuals had access to it, at least they preferred to have access, while the rest of the world con

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Is Academia Obsessing Over Methodology at the Cost of True Insights?

KDnuggets

A millennial opinion piece about academia and their focus on methodology over insights.

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Secure your workspaces with new platform security controls for Databricks on Google Cloud

databricks

We are excited to announce the general availability (GA) of several key security features for Databricks on Google Cloud: Private connectivity with Private.

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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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Mouse experiments reveal the brain-heart connections that cause fainting

Hacker News

Mouse experiments reveal the brain-heart connections that cause us to rapidly lose consciousness — and wake up moments later. Mouse experiments reveal the brain-heart connections that cause us to rapidly lose consciousness — and wake up moments later.

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How Can Teachers Prepare Students for an AI-Driven Future?

Flipboard

In our increasingly digital world, educators recognize the significance of integrating AI tools in the classroom. AI integration can address diverse learning needs , promote data-driven decision-making , and spur class discussion. Leveraging AI in the classroom can enhance teaching while preparing students for a future where AI is integral to the workforce.

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Moon-forming impactor as a source of Earth's basal mantle anomalies

Hacker News

Seismic images of Earth’s interior have revealed two continent-sized anomalies with low seismic velocities, known as the large low-velocity provinces (LLVPs), in the lowermost mantle1. The LLVPs are often interpreted as intrinsically dense heterogeneities that are compositionally distinct from the surrounding mantle2. Here we show that LLVPs may represent buried relics of Theia mantle material (TMM) that was preserved in proto-Earth’s mantle after the Moon-forming giant impact3.

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AI: ChatGPT consumes more energy than a traditional Internet search

Flipboard

Three clicks to write a play or create a website: artificial intelligence systems (AI) may seem like magic, but their functions aren't environmentally neutral. They’re intensive consumers of water and electricity.

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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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M3 Max Chip Around as Fast as M2 Ultra in Early Benchmark Results

Hacker News

The first benchmark results for Apple's M3 Max chip surfaced in the Geekbench 6 database today, providing a look at CPU performance. Based on the.

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7 Machine Learning Algorithms You Can’t Miss

Flipboard

This list of machine learning algorithms is a good place to start your journey as a data scientist. You should be able to identify the most common models and use them in the right applications.

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Monte Carlo is Kicking Off IMPACT 2023, Keynotes From Data & AI Pioneers

KDnuggets

Register today for IMPACT 2023! Coming Nov. 4th with keynotes from four data & AI pioneers.

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AI Company Plans to Run Clusters of 10,000 Nvidia H100 GPUs in International Waters

Flipboard

Del Complex hopes floating its computer clusters in the middle of the ocean will allow it a level of autonomy unlikely to be found on land.

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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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Bank financing and bad urban planning make the retail apocalypse worse

Hacker News

The pandemic kicked off a "doom loop" that has gutted cities and towns across the country. Big banks are making it worse.

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Machine Learning Deciphers News Language to Predict Country's Peace Level - Neuroscience News

Flipboard

By studying over 723,000 articles from 18 countries, the team identified distinct linguistic patterns corresponding to varying peace levels.

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Window-swap – open a new window somewhere in the world

Hacker News

Open a new window somewhere in the world. Look through windows shared by real people, and share yours to become a part of this global community.

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ChatGPT chief warns of some 'superhuman' skills AI could develop

Flipboard

The CEO of one of the most popular artificial intelligence platforms is warning that AI systems could eventually be capable of "superhuman persuasion.

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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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As child care costs soar, more parents may have to exit the workforce

Hacker News

Families spend an average of more $700 a month on child care, with costs surging 32% since 2019, a new analysis finds.

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Everything We Know About Humane’s Bewildering New AI Pin

Flipboard

Two former Apple employees (and Sam Altman) promise their AI pin will revolutionize our relationships with the internet. But what is it?

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GitHub Engineering: When mTLS Is Done Wrong

Hacker News

In this post, we'll deep dive into some interesting attacks on mTLS authentication. We'll have a look at implementation vulnerabilities and how developers can make their mTLS systems vulnerable to user impersonation, privilege escalation, and information leakages.

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Snowflake unveils Cortex, a managed service to build LLM apps in the data cloud

Flipboard

Today, the Montana-based data-as-a-service and cloud storage company Snowflake announced Cortex, a fully managed service that brings the power of large language models (LLMs) into its data cloud.

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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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The rise and fall of Olive AI

Dataconomy

Why is Olive AI shutting down? Olive AI was a shining star that seemed to defy gravity with its meteoric rise. With innovative strategies and cutting-edge tactics, this healthcare startup soared to impressive heights, capturing the attention of investors and healthcare organizations alike. Yet, the recent announcement of Olive AI shutting down has left many wondering what led to this unexpected turn of events.

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25% faster and 40% better. This is how managers can leverage the productivity promise of generative AI

Flipboard

A new report from Harvard Business School and BCG reveals the most successful companies using AI achieve over 20% of earnings from AI before interest and taxes. Artificial intelligence (AI) has long promised to revolutionize businesses and upgrade productivity.

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As the public begins to believe Google isn’t as useful, what happens to SEO?

Hacker News

SEO experts got very rich filling the web full of garbage. But are they to blame or is Google?

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Using AI could become a dirty little secret for over 50% of musicians and producers, new survey says

Flipboard

AI is growing increasingly prevalent in modern music-making, lending its cold, robotic hand to everything from songwriting to sound design to sample …

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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.