Tue.Jul 25, 2023

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Video Highlights: Generative AI with Large Language Models

insideBIGDATA

At an unprecedented pace, Large Language Models like GPT-4 are transforming the world in general and the field of data science in particular. This two-hour training video presentation by Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, introduces deep learning transformer architectures including LLMs.

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Multithreading vs. Multiprocessing: Understanding the Differences

Analytics Vidhya

Multithreading and multiprocessing are fundamental concepts in computer multitasking, enabling concurrent execution of tasks. While both aim to improve system performance, they have distinct characteristics and are suitable for different scenarios. This article will explore multithreading vs. multiprocessing, their advantages, disadvantages, and the factors influencing their use in various programming tasks.

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LLM for Lawyers, enrich your precedents with the use of AI

Data Science Dojo

Technology has had a profound impact on the legal profession, changing the way lawyers work and the services they provide to clients. In the past, lawyers spent a lot of time on tasks like manually researching case law and drafting documents. But now, LLM for lawyers can do these tasks much more quickly and efficiently. For example, Electronic Document Management Systems (EDMS) allow lawyers to store and retrieve documents electronically, which saves time and reduces the risk of lost or misplace

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Using Weather Data for Machine Learning Models

Analytics Vidhya

Introduction Weather is a major driver for so many things that happen in the real world. In fact, it is so important that it usually ends up benefiting any forecasting model that incorporates it using machine learning models. Think about the following scenarios: It is fair to say that any model in the scenarios above […] The post Using Weather Data for Machine Learning Models appeared first on Analytics Vidhya.

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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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Mastering GPUs: A Beginner’s Guide to GPU-Accelerated DataFrames in Python

KDnuggets

RAPIDS cuDF, with its pandas-like API, enables data scientists and engineers to quickly tap into the immense potential of parallel computing on GPUs–with just a few code line changes. Read on for more.

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Authors Unite Against AI Companies: Seek Respect and Pay for Copyrighted Work

Analytics Vidhya

Prominent authors, including literary giants like Margaret Atwood, Viet Thanh Nguyen, and Philip Pullman, have united to demand that artificial intelligence (AI) companies respect their rights and seek permission before utilizing their copyrighted material. The Authors Guild, America’s largest professional organization for writers, has spearheaded this initiative.

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Data Engineer vs Data Scientist: Which Career to Choose?

Analytics Vidhya

In the world of data, two crucial roles play a significant part in unlocking the power of information: Data Scientists and Data Engineers. But what sets these wizards of data apart? Welcome to the ultimate showdown of Data Scientist vs Data Engineer! In this captivating journey, we’ll explore the distinctive paths these tech titans take […] The post Data Engineer vs Data Scientist: Which Career to Choose?

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Everything You Need About the LLM University by Cohere

KDnuggets

Want to kickstart a new career with LLMs? Or want to transfer to the next big thing in tech? You can do so now with the LLM University by Cohere.

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Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions?

Analytics Vidhya

India is preparing to showcase its semiconductor prowess and chip design innovation at the upcoming ‘Semicon India 2023’ The event, to be inaugurated by Indian Prime Minister Narendra Modi, is set to launch several initiatives & semiconductor investment opportunities. It is a part of the Indian government’s proactive approach to try establishing the country as […] The post Government Intervention in Chip Design: A Boon or Bane for India’s Semiconductor Ambitions

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Hypermodal AI Converges Predictive, Causal And Generative AI

Adrian Bridgwater for Forbes

Hypermodal AI converges fact-based predictive AI, with causal AI insights with new generative AI capabilities.

AI 239
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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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The Inner Workings of LLMs: A Deep Dive into Language Model Architecture

Analytics Vidhya

Introduction Language Models based on Large- scale pre- training LLMs have revolutionized the field of natural language processing. Thus, enabling machines to comprehend and generate human-like text with remarkable accuracy. To truly appreciate the capabilities of LLMs, it is essential to take a deep dive into their inner workings and understand the intricacies of their […] The post The Inner Workings of LLMs: A Deep Dive into Language Model Architecture appeared first on Analytics Vidhya.

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Unlocking the Power of Numbers in Health Economics and Outcomes Research

KDnuggets

Learn about the quantitative challenges that are present in HEOR research and how statistics can be used to address these issues.

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OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

Analytics Vidhya

Breaking news from the world of artificial intelligence! OpenAI‘s renowned deep learning expert, Andrej Karpathy, has undertaken an exciting weekend project that could revolutionize how we run complex models on resource-constrained devices. With his creation of “Baby Llama,” a simplified version of the Llama 2 model, Karpathy showcases the power of pure C code and […] The post OpenAI Develops Baby Llama – An LLM for Low-Powered Devices!

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Twitter rebrand: How to xeet

Dataconomy

After the latest Twitter rebrand, Elon Musk changed the company’s logo to the letter “X.” People started asking whether they should be called tweeting “xeeting” now, and a post by a user even flamed up the conversation. According to the post, the Twitter help center changed “how to tweet” to “how to xeet.” Users want to know what Tweets will be referred to as going forward after Elon Musk officially unveiled Twitter’s new name and logo,

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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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Microsoft’s Bing Chat Expands to Chrome and Safari

Analytics Vidhya

Microsoft’s Bing Chat, the AI-powered chatbot, is breaking out of its Microsoft-exclusive boundaries and is now being tested on non-Microsoft browsers. The expansion aims to provide a broader user base with access to ChatGPT-like capabilities. Excitement surrounds this move as Bing Chat, powered by OpenAI’s GPT-4 model, promises a seamless conversational experience.

Analytics 196
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Advance your Career with the 3rd Best Online Master’s in Data Science Program

KDnuggets

Convenient one and two-year schedules. Enrolling now for October 2023 and March 2024.

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Striking the Right Balance for the Regulation of AI: A Data Scientist’s Perspective

Data Science Connect

In the rapidly evolving world of Artificial Intelligence (AI), the need for balanced and thoughtful regulation has become increasingly evident. A recent opinion piece on LiveMint explores this very topic and highlights the critical aspects that need to be considered while regulating AI technologies. As data scientists, it is crucial for us to delve into the intricacies of this matter and understand the delicate balance required to harness AI’s potential while mitigating its risks.

AI 130
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Managing and Analyzing Game Data at Scale

databricks

Game development is a complex process that requires the use of a wide range of tools and technologies throughout the lifecycle of a.

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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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Making 'The Blue Flash': How I reconstructed a fatal atomic accident

Hacker News

In 1946, a dangerous radioactive apparatus in the Manhattan Project killed a scientist when his screwdriver slipped. Ben Platts-Mills pieced together what happened inside the room.

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Netflix lists $900,000 AI job as actors and writers continue to strike

Flipboard

That’s up to $3,500 per day, while many actors make $200. Will this pair of Hollywood strikes ever end? It looks like the big corporations are digging in for a long battle, illustrated by Netflix’s recent job posting for a machine learning platform product manager.

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OpenPipes: Build your open-source virtual pipe organ system

Hacker News

Build your open-sourceVirtual Pipe Organ system! Welcome to OpenPipes! We're a project focused on harnessing the capabilities of Arduino and Raspberry Pi4 to bring you the experience of authentic pipe organ sound.

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The war in Ukraine is spurring a revolution in drone warfare using AI

Flipboard

LVIV, Ukraine — In an open test field in rural Ukraine, a drone equipped with a bomb lost connection with its human operator after coming under attack by electronic jamming equipment — but instead of crashing to the ground, the drone accelerated toward its target and destroyed it.

AI 123
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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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Scientists discover new isopod species in the Florida Keys

Hacker News

An international team of scientists from the University of Miami Rosenstiel School of Marine, Atmospheric, and Earth Science and the Water Research Group from the Unit for Environmental Sciences and Management at the North-West University in South Africa have discovered a new species of marine cryptofauna in the Florida Keys.

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More than 70% of companies are experimenting with generative AI, but few are willing to commit more spending

Flipboard

More than half (54.6%) of organizations are are experimenting with generative artificial intelligence (gen AI), while a few (18.2%) are already implementing it into their operations, but only a few (18.

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New low-mass quiescent galaxy discovered

Hacker News

By analyzing the data from the JWST Advanced Deep Extragalactic Survey (JADES), an international team of astronomers has discovered a new quiescent galaxy. The newfound system, designated JADES-GS+53.12365-27.80454, turns out to be the least massive quiescent galaxy detected so far at a high redshift. The discovery was detailed in a paper published July 17 on the preprint server arXiv.

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ChatGPT creator says AI advocates are fooling themselves if they think the technology is only going to be good for workers: 'Jobs are definitely going to go away'

Flipboard

Generative AI technology like ChatGPT could boost productivity for many workers in the years ahead. But some Americans are likely to lose their jobs in the process. That's according to Sam Altman, the CEO of OpenAI, the company behind ChatGPT.

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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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Quad9 Blocks Pirate Site Globally After Sony Demanded €10,000 Fine

Hacker News

In 2021, Sony Music obtained an injunction ordering DNS resolver Quad9 to block the popular pirate site Canna.to. The injunction , issued by the District Court of Hamburg, required the Swiss DNS resolver to block its users from accessing the site to prevent the distribution of pirated copies of Evanescence’s album “ The Bitter Truth “ Quad9 Appeals Site Blocking Injunction The Quad9 Foundation fiercely opposed the injunction.

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‘CMOs have 5 years to adapt’: how brands are navigating AI in a changing content landscape

Flipboard

Marketers have the potential to lead the way in AI, but the countdown is on for them to embrace the new tech, say brand leaders from Microsoft, EY, Shell Mobility and BENlabs.

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Who and What is Behind the Malware Proxy Service SocksEscort?

Hacker News

Researchers this month uncovered a two-year-old Linux-based remote access trojan dubbed AVrecon that enslaves Internet routers into botnet that bilks online advertisers and performs password-spraying attacks. Now new findings reveal that AVrecon is the malware engine behind a 12-year-old service called SocksEscort , which rents hacked residential and small business devices to cybercriminals looking to hide their true location online.

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Striking the Right Balance for the Regulation of AI: A Data Scientist’s Perspective

Data Science Connect

In the rapidly evolving world of Artificial Intelligence (AI), the need for balanced and thoughtful regulation has become increasingly evident. A recent opinion piece on LiveMint explores this very topic and highlights the critical aspects that need to be considered while regulating AI technologies. As data scientists, it is crucial for us to delve into the intricacies of this matter and understand the delicate balance required to harness AI’s potential while mitigating its risks.

AI 100
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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.