Tue.Sep 12, 2023

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Sentiment analysis in 2023: Empowering marketing with large language models (LLMs)

Data Science Dojo

Sentiment analysis, a dynamic process, extracts opinions, emotions, and attitudes from text. Its versatility spans numerous realms, but one shining application is marketing. Here, sentiment analysis becomes the compass guiding marketing campaigns. By deciphering customer responses, it measures campaign effectiveness. The insights gleaned from this process become invaluable ammunition for campaign enhancement, enabling precise targeting and ultimately yielding superior results.

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Research Highlights: Unveiling the First Fully Integrated and Complete Quantum Monte Carlo Integration Engine

insideBIGDATA

Quantinuum, a leading integrated quantum computing company has published full details of their complete Quantum Monte Carlo Integration (QMCI) engine. QMCI applies to problems that have no analytic solution, such as pricing financial derivatives or simulating the results of high-energy particle physics experiments and promises computational advances across business, energy, supply chain logistics and other sectors.

Analytics 493
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AI Chatbots Build Software in Minutes for Less Than $1

Analytics Vidhya

In an enlightening study, AI chatbots have demonstrated their incredible potential by running a hypothetical software company, ChatDev, and developing software from scratch in under seven minutes, all while keeping costs under a dollar. This remarkable achievement, made possible by powerful AI technology like OpenAI‘s ChatGPT, opens new doors in software development.

AI 337
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Secret to Building Killer ChatGPT Biz Apps is Traditional AI 

insideBIGDATA

In this contributed article, Gaetan Castelein, VP of Marketing at Tecton gives focus to Predictive AI vs. Generative AI and points out that AI is still in its infancy as a business application. It's important to remember that no matter what transpires between generative AI and predictive AI, there is no road forward without making available to both models the highest-quality data.

AI 447
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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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Variational Transformers for Music Composition: Can AI replace Musician ?

Analytics Vidhya

Introduction In the enchanting world of music, creativity knows no bounds. From classical symphonies to modern electronic beats, each note and melody uniquely expresses human artistry. But what if we told you that AI can now compose music? Enter Variational Transformers (VTs), a remarkable fusion of Variational Autoencoders (VAEs) and Transformer models, offers a fresh […] The post Variational Transformers for Music Composition: Can AI replace Musician ?

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Best Practices for LLM Evaluation of RAG Applications

databricks

Chatbots are the most widely adopted use case for leveraging the powerful chat and reasoning capabilities of large language models (LLM). The retrieval.

More Trending

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Regulate the Use Cases—Not AI Itself

insideBIGDATA

In this contributed article, CF Su, VP of ML, Hyperscience, agrees that regulation is needed, but as opposed to sweeping oversight, he supports regulating specific uses of AI, such as licensing the business applications of AI models rather than requiring licenses for creating them. This targeted, tactical government oversight will close the trust gap between the public and AI, which is his #1 concern currently facing the technology’s adoption.

AI 273
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AI’s Growing Thirst May Cause Global Water Shortage

Analytics Vidhya

Artificial Intelligence, the driving force behind the technological revolution, is silently draining our water resources. The thirst for power exhibited by AI, including advanced systems like OpenAI’s ChatGPT, is causing an alarming increase in water consumption. In this article, we’ll delve into how AI’s insatiable appetite for energy impacts our environment and what tech giants […] The post AI’s Growing Thirst May Cause Global Water Shortage appeared first on Anal

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Sharper Edge Engines Reach The Internet Of Things

Adrian Bridgwater for Forbes

Creating the hardware for IoT edge applications requires an entirely new design considering specific computational performance, power and economic conditions.

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Text to Sound – Train Your Large Language Models

Analytics Vidhya

Introduction Imagine a world where AI can take a musician’s voice command and transform it into a beautiful, melodic guitar sound. It’s not science fiction; it results from groundbreaking research in the open-source community, ‘The Sound of AI’. In this article, we’ll explore the journey of creating Large Language Models (LLMs) for ‘Musician’s Intent Recognition’ […] The post Text to Sound – Train Your Large Language Models appeared first on Analytics Vidhya.

AI 298
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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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A Comprehensive Guide to Pinecone Vector Databases

KDnuggets

This blog discusses vector databases, specifically pinecone vector databases. A vector database is a type of database that stores data as mathematical vectors, which represent features or attributes. These vectors have multiple dimensions, capturing complex data relationships. This allows for efficient similarity and distance calculations, making it useful for tasks like machine learning, data analysis, and recommendation systems.

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New FeatureByte Copilot Automatically Ideates Use-Case Specific Features for Data Scientists

insideBIGDATA

FeatureByte, an AI startup formed by a team of data science experts, announced FeatureByte Copilot, an automated, intelligent feature ideation solution that marks a new era in enterprise AI. This new product, driven by data semantics and real-world relevance, eliminates a major headache for data science teams – preparing and deploying AI data.

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AI robots steal the show at the Chargers game

Dataconomy

Experience the future of entertainment with AI robots at Chargers game – a surprising twist that left fans amazed. There’s nothing quite like the first Sunday of the NFL season. It’s a day when football fans across the nation come together to celebrate their favorite teams, either from the comfort of their couches or amidst the roaring crowds at the stadium.

AI 253
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Improve Lakehouse Security Monitoring using System Tables in Databricks Unity Catalog

databricks

As the lakehouse becomes increasingly mission-critical to data-forward organizations, so too grows the risk that unexpected events, outages, and security incidents may derail.

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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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Statistics in Data Science: Theory and Overview

KDnuggets

High-level exploration of the role of statistics in data science.

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Covid patients breathe out large amounts of virus early on

Hacker News

COVID patients exhale high numbers of virus during the first eight days after symptoms start, as high as 1,000 copies per minute, reports a new Northwestern Medicine study. It is the first longitudinal, direct measure of the number of SARS-CoV-2 viral copies exhaled per minute over the course of the infection — from the first sign of symptoms until 20 days after.

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Druid, a conversational AI platform for enterprises that integrates with ChatGPT, raises $24M

Flipboard

European AI startup Druid today announced it has raised $24 million in a Series B round of funding, as it looks to double down on its U.S. growth which it says now makes up the lion’s share of its revenue.

AI 178
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Unity plan pricing and packaging updates

Hacker News

In January 2024, Unity will introduce a new Unity Runtime Fee based on game installs. Prior to this, Unity subscription plans will add cloud-based asset storage, Unity DevOps tools, and AI at runtime at no additional cost.

AI 182
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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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ChatGPT correctly diagnosed a 4-year-old's mysterious disease after 17 doctors failed

Flipboard

ChatGPT diagnosed a child's tethered cord syndrome, which caused him years of pain and was missed by 17 doctors. But AI chatbots are still error-prone.

AI 178
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Oxford study proves heat pumps triumph over fossil fuels in the cold

Hacker News

Published Monday in the scientific journal Joule, the research found that heat pumps are two to three times more efficient than their oil and gas counterparts, specifically in temperatures ranging from 10 C to -20 C.

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Inside Adobe’s strategy to rule generative AI

Flipboard

Adobe made the decision to not be first in the AI race, but that puts a lot of pressure on it to be the best. The year was 2022—a lifetime ago. OpenAI, Midjourney, and Stability AI were going viral in an endless stream of posts shared on social media.

AI 166
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A guide for finding product-market fit

Hacker News

👋 Hey, I’m Lenny and welcome to a 🔒 subscriber-only edition 🔒 of my weekly newsletter. Each week I tackle reader questions about building product, driving growth, and accelerating your career. Subscribe now Welcome to part five of our ongoing series on how to kickstart and scale a B2B business: Part 1: How to come up with a great B2B startup idea Part 2: How to validate your idea Part 3: How to identify your ICP Part 4 : How to find and win your first 10 customers P

Analytics 181
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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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Andrew Ng: How to be an innovator

Flipboard

Tips for aspiring innovators on trying, failing, and the future of AI. This essay is part of MIT Technology Review’s 2023 Innovators Under 35 package.

AI 181
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Electric vehicle battery causes fire at Sydney Airport, destroys five cars

Hacker News

Firefighters confirm sparks spread from a detached lithium-ion battery from a luxury electric car to four nearby vehicles parked at Sydney Airport last night.

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AI-Powered ‘Thought Decoders’ Won’t Just Read Your Mind—They’ll Change It

Flipboard

“Mind-reading” neural decoders could spell the end of privacy. But the full ramifications of this technology are even more concerning.

AI 181
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Sony develops energy harvesting module from electromagnetic wave noise

Hacker News

Sony Semiconductor Solutions Develops Energy Harvesting Module That Efficiently Generates Power from Electromagnetic Wave NoiseHelping to Resolve Power Supply Issues Arising from IoT Device Popularization and Sophistication|News Releases|Sony Semiconductor Solutions Group

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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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Everything you Need to Become a SAS Certified Data Scientist

Flipboard

With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your data science career with the SAS Academy for Data Science. Read on to find out everything you need to become a SAS Certified Data Scientist.

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“This Is a Disaster:” Game Developers Scramble to Deal with Unity’s New Fees

Hacker News

The enshittification of the popular game engine got much worse today, with some developers saying they are already looking at open source alternatives.

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With ‘GitHub for data,’ Gable.ai wants to connect software engineers and ML developers

Flipboard

AI applications are booming. But to keep them from breaking, the data flowing into those apps needs to be high-quality — that is, reliable, complete and accurate. That’s the problem Gable.

ML 152
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Credit card debt collection

Hacker News

Credit card debt is the waste stream of consumer finance. The debt collection industry ends up being sordid, for complex structural and microeconomic reasons.

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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.