Thu.Apr 27, 2023

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Heard on the Street – 4/27/2023

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 394
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Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

Analytics Vidhya

Data Science and Data Analytics are two interrelated fields that have become increasingly important in today’s data-driven world. This article will explore the differences and similarities between these two fields and provide real-world examples of their applications. Find out which career is better for you: Data Science vs Data Analytics! Data Science vs Data Analytics […] The post Data Science vs Data Analytics: Which One Will Give You the Edge in 2023?

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Stay ahead of the curve with these 12 powerful GitHub repositories for learning data science, analytics, and engineering

Data Science Dojo

This blog lists down-trending data science, analytics, and engineering GitHub repositories that can help you with learning data science to build your own portfolio.  What is GitHub? GitHub is a powerful platform for data scientists, data analysts, data engineers, Python and R developers, and more. It is an excellent resource for beginners who are just starting with data science, analytics, and engineering.

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GigaChat: Russian Rival of ChatGPT

Analytics Vidhya

In response to the growing interest in artificial intelligence and the rapid adoption of chatbot technologies worldwide, Russia’s dominant financial institution, Sberbank, has recently unveiled its own AI chatbot, GigaChat. The Russian-made chatbot is designed to offer a high-quality alternative to OpenAI’s popular ChatGPT. Moreover, it is currently in its initial invite-only testing phase.

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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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Five Years of GPT Progress

KDnuggets

This article will explore the evolution of the generative pre-trained transformer (GPT) line of work.

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Artificial General Intelligence: Definition, Scope, and ChatGPT as an Early AGI

Analytics Vidhya

Artificial General Intelligence (AGI) has been a topic of great interest and debate within the field of artificial intelligence research, especially since the launch of GPT-4. Artificial General Intelligence (AGI) represents the simulation of human cognitive abilities within the software. Thus, enabling the AGI system to find solutions to unfamiliar tasks.

More Trending

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Top 10 Data Science Companies You Should Know

Analytics Vidhya

Introduction In today’s digital world, data is probably the most vital resource for all businesses that want to make informed decisions. This is where data science comes in— a field of study that relies on historical data and extracts insights from it using statistical and computational methods. As data is everywhere, data science is essential […] The post Top 10 Data Science Companies You Should Know appeared first on Analytics Vidhya.

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Open Assistant: Explore the Possibilities of Open and Collaborative Chatbot Development

KDnuggets

Join the open-source movement and create your own ChatGPT-like chatbot with the power of the Open Assistant.

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OpenAI Seeks Trademark for ‘GPT’

Analytics Vidhya

As the AI arms race between tech giants heats up, OpenAI is taking a new approach to protecting its technology and brand. The company has filed for a trademark on ‘GPT’ with the United States Patent and Trademark Office (USPTO). While simultaneously, it is implementing brand guidelines to maintain control over its image and technology […] The post OpenAI Seeks Trademark for ‘GPT’ appeared first on Analytics Vidhya.

Analytics 280
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Announcing Public Preview of Databricks Marketplace

databricks

We are excited to announce the public preview of Databricks Marketplace, an open marketplace for all your data, analytics, and AI, powered by.

Analytics 203
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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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End-to-End NLP Project on Quora Duplicate Questions Pair Identification

Analytics Vidhya

Introduction Automation today is taking place in each sector. Every industry acquires different technological innovations and products to take charge of the market. And one of the leading technology which enjoys more attraction is NLP (Natural Language Processing). It is a technology that helps computers understand, interpret, and respond to a human language where many […] The post End-to-End NLP Project on Quora Duplicate Questions Pair Identification appeared first on Analytics Vidhya.

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Many Public Salesforce Sites are Leaking Private Data

Hacker News

A shocking number of organizations — including banks and healthcare providers — are leaking private and sensitive information from their public Salesforce Community websites, KrebsOnSecurity has learned. The data exposures all stem from a misconfiguration in Salesforce Community that allows an unauthenticated user to access records that should only be available after logging in.

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How to Use ChatGPT Without Login?

Analytics Vidhya

ChatGPT has transformed the content creation landscape, offering AI-driven solutions that generate high-quality text quickly and efficiently. However, some users face challenges accessing ChatGPT, such as login needs, slow content generation, data privacy, and limited editing options. This article explores how to use ChatGPT without login, introduces a potential alternative called BAI Chat, and compares […] The post How to Use ChatGPT Without Login?

Analytics 261
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How AI coding companions will change the way developers work

Hacker News

Developer tools are one area where generative AI is already having a tangible impact on productivity and speed, and it's the reason I'm excited about Amazon CodeWhisperer.

AI 179
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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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Make Money While Sleeping: Side Hustles to Generate Passive Income With ChatGPT (Non-Technical)

Analytics Vidhya

Are you looking for ways to generate passive income without putting in too much effort? Thanks to the advancements in artificial intelligence and chatbots, it’s now possible to earn money using these technologies. In this blog post, we will explore some of the most effective ways for a non-techie to generate passive income with ChatGPT. […] The post Make Money While Sleeping: Side Hustles to Generate Passive Income With ChatGPT (Non-Technical) appeared first on Analytics Vidhya.

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Navigating the High Cost of AI Compute

Flipboard

Source: Midjourney The generative AI boom is compute-bound. It has the unique property that adding more compute directly results in a better product. Usually, R&D investment is more directly tied to how valuable a product was, and that relationship is … The post Navigating the High Cost of AI Compute appeared first on Andreessen Horowitz.

AI 172
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AI and Beyond: Exploring the Future of Generative AI

Analytics Vidhya

Generative AI is taking over the world. Utilizing existent inputs, generative AI can produce novel text, codes, photos, shapes, movies, and much more in a few seconds. The global enterprise adoption of AI is expected to soar at a compound annual growth rate of 38.1% between 2022 and 2030. It is the right time for all business […] The post AI and Beyond: Exploring the Future of Generative AI appeared first on Analytics Vidhya.

AI 267
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Can Fortran survive another 15 years?

Hacker News

Researchers at Los Alamos National Laboratory evaluated the risks of relying on the 65-year-old code for nuclear security.

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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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NSA Cybersecurity Director Says ‘Buckle Up’ for Generative AI

Flipboard

The security issues raised by ChatGPT and similar tech are just beginning to emerge, but Rob Joyce says it’s time to prepare for what comes next.

AI 158
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Wind and solar are now beating coal in the US

Hacker News

Wind and solar combined now provide more generating capacity and produce more electricity than coal in the US, according to. The post Wind and solar are now beating coal in the US appeared first on Electrek.

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A research team airs the messy truth about AI in medicine — and gives hospitals a guide to fix it

Flipboard

In public, hospitals rave about artificial intelligence. They trumpet the technology in press releases, plaster its use on billboards, and sprinkle AI into speeches touting its ability to detect diseases earlier and make health care faster, better, and cheaper. But on the front lines, the hype is smashing into a starkly different reality.

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The Lifesaving Sled Dog Balto Had Genes unlike Those of Dog Breeds Today

Hacker News

The genome of the 1920s Siberian husky Balto suggests that greater genetic diversity and less inbreeding contribute to better health

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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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Google, Microsoft and Meta each said ‘AI’ nearly 50 times on earnings calls. Here’s why we should all care

Flipboard

Tech giants Alphabet, Microsoft and Meta all reported robust revenue growth in their first-quarter earnings calls this week, highlighting their ambitions and investments in artificial intelligence.

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Using SAS Viya Machine Learning to classify COVID from non-COVID

SAS Software

In her first blog post, SAS' Mu He shows you how to train a convolutional neural network that can accurately detect patients with COVID-19 using the transfer learning technique. The post Using SAS Viya Machine Learning to classify COVID from non-COVID appeared first on SAS Blogs.

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EU lawmakers pass draft of AI Act, includes copyright rules for generative AI

Flipboard

After months of negotiations and two years after draft rules were proposed, EU lawmakers have reached an agreement and passed a draft of the Artificial Intelligence (AI) Act, which would be the first set of comprehensive laws related to AI regulation.

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Data quality: The foundation for trustworthy AI

SAS Software

I see the term resilience in a lot of business literature these days. Intuitively, it makes sense. After a pandemic, global supply chain disruptions and resulting economic fragility, executives understandably consider adaptability, durability and how best to operate with a strength of character – all attributes that define resilience. Many [.

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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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AI should scare Hollywood writers — and everyone else

Flipboard

Artificial intelligence could be the most important part of a writers strike, for reasons bigger than show business. “Beating up on screenwriters,” John Gregory Dunne wrote in 1996, “is a Hollywood blood sport; everyone in the business thinks he or she can write, if only time could be found.

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An ML-based approach to better characterize lung diseases

Google Research AI blog

Posted by Babak Behsaz, Software Engineer, and Andrew Carroll, Product Lead, Genomics The combination of the environment an individual experiences and their genetic predispositions determines the majority of their risk for various diseases. Large national efforts, such as the UK Biobank , have created large, public resources to better understand the links between environment, genetics, and disease.

ML 99
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Replit, the web-based IDE developing a GitHub Copilot competitor, raises $100M

Flipboard

Investors continue to pump money into generative AI tech. Case in point, Replit, an IDE startup developing a code-generating AI-powered tool called Ghostwriter, this week raised nearly $100 million ($97.4 million) at a $1.16 billion post-money valuation. Andreessen Horowitz led the round — a Series B extension — with participation from Khosla Ventures, Coatue, SV Angel, Y Combinator, Bloomberg Beta, Naval Ravikant, ARK Ventures and Hamilton Helmer. “We are relentless in our mis

AI 129
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????????????????Instrumental variable mrthods??

SAS Software

はじめに 統計的因果推論における1つの達成目標としては、「介入を行った場合には行わなかった場合と比較してどの程度結果(アウトカム)が変わったのか」といった因果的な疑問に対して定量的に答えることが挙げられます。以前のコラムでは、こういった因果効果を数学的・統計学的に議論していくために潜在アウトカムという考え方を導入し、その値を推定していくために重要ないくつかの仮定について紹介を行いました。この因果効果の推定手法は様々なものがありますが、次回以降のコラムで紹介をする交絡調整に基づく因果効果の推定手法 (e.g.

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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.