Fri.Nov 10, 2023

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Python libraries for generative AIĀ 

Data Science Dojo

Generative AI is a branch of artificial intelligence that focuses on the creation of new content, such as text, images, music, and code. This is done by training machine learning models on large datasets of existing content, which the model then uses to generate new and original content. Want to build a custom large language model ? Check out our in-person LLM bootcamp.

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This move by OpenAI will pave the way for AGI

Analytics Vidhya

In a groundbreaking move towards advancing artificial intelligence (AI) capabilities, OpenAI has unveiled its Data Partnerships initiative. This program invites collaboration with organizations worldwide to collectively build comprehensive public and private datasets aimed at enhancing AI model training and paving way toward AGI. The Need for Diverse Training Datasets The foundation of modern AI lies […] The post This move by OpenAI will pave the way for AGI appeared first on Analytics Vid

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How ChatGPT can improve your data science skills

Data Science Dojo

With the advent of language models like ChatGPT , improving your data science skills has never been easier. Data science has become an increasingly important field in recent years, as the amount of data generated by businesses, organizations, and individuals has grown exponentially. With the help of artificial intelligence (AI) and machine learning (ML), data scientists are able to extract valuable insights from this data to inform decision-making and drive business success.

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What are Association Rules in Data Mining?

Analytics Vidhya

Introduction The evolution of humans from coal mining to data mining holds immense contributions to human growth and technological development. Changing the extent of physical work involved, the weight has now shifted towards mental exertion to perform this new type of mining. The data mining process includes multiple aspects, including the Association rule, which is […] The post What are Association Rules in Data Mining?

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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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Survey: Generative AI Shaking Up Digital Health Investorsā€™ Funding Strategies and Industry Outlooks

insideBIGDATA

Digital health investors say generative AI, oncology care and the challenges posed by clinician shortages are transforming their startup funding strategies and investment outlooks for the healthcare industry, according to the results of an online survey from GSR Ventures. Startup company valuation expectations among backers, however, are significantly lower than in 2022.

AI 243
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Scaling Down, Scaling Up: Mastering Generative AI with Model Quantization

Analytics Vidhya

Introduction In the ever-evolving landscape of artificial intelligence, Generative AI has undeniably become a cornerstone of innovation. These advanced models, whether used for creating art, generating text, or enhancing medical imaging, are known for producing remarkably realistic and creative outputs. However, the power of Generative AI comes at a cost – model size and computational […] The post Scaling Down, Scaling Up: Mastering Generative AI with Model Quantization appeared firs

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Using ChatGPT to Help Land a Data Science Job

KDnuggets

Use the power of LLM to help you achieve your dream career.

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Starshipā€™s second flight test

Hacker News

SpaceX designs, manufactures and launches advanced rockets and spacecraft. The company was founded in 2002 to revolutionize space technology, with the ultimate goal of enabling people to live on other planets.

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Microsoft wants AI to solve problems devs say they donā€™t actually have

Flipboard

Microsoft is imagining a world in which a game developer can sit down at their computer, pull up an artificial intelligence-powered design ā€œCopilot,ā€ and enter a brief prompt to quickly produce everything from scripts and dialogue to quest lines and NPC barks.

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Role play with large language models

Hacker News

As dialogue agents become increasingly human-like in their performance, we must develop effective ways to describe their behaviour in high-level terms without falling into the trap of anthropomorphism. Here we foreground the concept of role play. Casting dialogue-agent behaviour in terms of role play allows us to draw on familiar folk psychological terms, without ascribing human characteristics to language models that they in fact lack.

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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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AI makes you worse at what youā€™re good at

Flipboard

Welcome to Startups Weekly. Sign up here to get it in your inbox every Friday. If youā€™ve been following along with this newsletter, youā€™ll have noticed that Iā€™ve been a little bit curious about AI ā€” especially generative AI. Iā€™m likely not the first person to make this observation, but AIs are extremely, painfully average. […] Ā© 2023 TechCrunch.

AI 171
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Appleā€™s first online store played a crucial role in the companyā€™s resurgence

Hacker News

Alongside the return of Steve Jobs and the advent of the iMac and iPod, Apple's first online store played a crucial role in the company's survival and resurgence. It officially opened for business on November 10, 1997 and has been online ever since ā€” except when Apple takes it offline to promote the launch of new products.

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AI Investors Horrified at the Suggestion That They Pay Artists for Using Their Copyrighted Work

Flipboard

Pay Up Having courted billions of dollars in investment and becoming an unstoppable juggernaut of hype, the generative AI industry should be sitting ā€¦

AI 182
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Lessons learned by a software guy venturing into hardware

Hacker News

I've been in the software game for almost 30 years professionally, with another 10 dabbling in programming. I'm one of those who think anyone can code, but creating a software product.

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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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As Bill Gates invests in personal AI, says agents will be a ā€˜shock waveā€™

Flipboard

In a blog post yesterday about how personal AI agents will completely change how people use computers ā€” just a few days after OpenAI announced its ā€œbaby stepsā€ towards agents with its Assistants API ā€” Microsoft co-founder Bill Gates said that personal AI agents will be a ā€˜shock waveā€™ in the tech ā€¦

AI 166
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The Ornate Bird Palaces of Ottoman-Era Turkey (2017)

Hacker News

An important element of Ottoman architecture in Turkey was the addition of birdhouses affixed to the outer walls of significant city structures, a safe space for regular avian guests to nest outside of mosques, inns, bridges, libraries, schools, and fountains. The birdhouses were not simple concrete structures, but rather elaborate feats of miniature architecture that ranged from one-story homes to multiple-story bird mansions.

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How to use OpenAIā€™s new ChatGPT Builder

Flipboard

Itā€™s here: after showing it off to the world for the first time on Monday at its developer conference DevDay, and warding off a DDoS attack, OpenAI yesterday released one of its new marquee tools, GPT Builder, to all ChatGPT Plus subscribers.

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Google Cloud TPU Multislice Training

Hacker News

We used Multislice Training to run the worldā€™s largest LLM distributed training job on a compute cluster of 50,944 Cloud TPU v5e chips.

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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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Something in Your Brain Can Tell When a Face Isn't Real

Flipboard

For a while, limitations in technology meant that animators and researchers were only capable of creating human-like faces which seemed a little "off"

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Discover plants, swap seeds, plan gardens, share knowledge

Hacker News

Empowering people to grow food to feed themselves, their families & local communities while regenerating the environment. Plant database & open marketpl.

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Everything you need to know about AI in 2023: the 6 must-read blogs

Flipboard

Hereā€™s 6 blogs that tell you all you need to know about AI in 2023. Find out more at the World Economic Forumā€™s AI Governance Summit on 13-15 November.

AI 160
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RFC 9420 ā€“ A Messaging Layer Security Overview

Hacker News

MLS achieves its low complexity through the use of a binary tree. This means that the number of required operations and the payload size do not increase linearly with the group size but rather only logarithmically after a short warm-up period.

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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) arenā€™t built for modern data platforms and donā€™t work on modern architectures.

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5 ChatGPT Prompts To Identify Your Next Big Business Opportunity

Flipboard

What could be around the corner for you? A huge new business, a game-changing client, a jaw-dropping deal? All of these things could be on their way. But rather than sit there and try to manifest them into your life, you can use ChatGPT to go out and find them.

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The hijacking of rare Japanese KitKats

Hacker News

This is an instance of a computer-based form of fraud dubbed 'part identity theft, part extortion' Read more at straitstimes.com.

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Using big data to redefine FC 24 gaming

Dataconomy

Today, big data has already become an everyday phenomenon in the gaming virtual worlds across the globe. The industry is experiencing innovativeness, personalization, and immersion in demand. Further, the advent of FC 24, which is currently considered the recent addition to the football game category, confirms that the contribution made by big data in the gaming world is at its peak level now.

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Don't build AI products the way everyone else is doing it

Hacker News

More and more, people are building products as thin wrappers over other models, especially LLMs. This can cause major issues, and there is a better way.

AI 139
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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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Top 7 Essential Cheat Sheets To Ace Your Data Science Interview

Flipboard

The blog covers cheat sheets on SQL, statistics, pandas, data visualization, scikit-learn, Git, and theoretical data science concepts.

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Gigantic heat caverns in Mustikkamaa have now been filled with water (2021)

Hacker News

Mustikkamaan alla sijaitsevat lämpöluolat on tällä viikolla saatu täytettyä vedellä ja lämpöluolien käyttö helsinkiläisten kotien lämmitykseen on askeleen lähempänä

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ChatGPT Predicts Worldwide Veganism by 2075

Flipboard

Artificial intelligence is not just a tool for making our lives easier; it can also be a visionary when it comes to predicting future trends.

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MOVEit global security incident

Hacker News

Maine.gov information relating to a recent cyber incident that occurred due to the exploitation of a vulnerability in a widely used file transfer tool, MOVEit.

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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 applicationā€™s analytics capabilities? Imagine having an AI tool that answers your userā€™s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.