Sat.Sep 16, 2023

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Getting Started with Scikit-learn in 5 Steps

KDnuggets

This tutorial offers a comprehensive hands-on walkthrough of machine learning with Scikit-learn. Readers will learn key concepts and techniques including data preprocessing, model training and evaluation, hyperparameter tuning, and compiling ensemble models for enhanced performance.

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Cash Treasury Trading in the Age of AI

insideBIGDATA

In this contributed article, Shankar Narayanan, Head of Trading Research, Quantitative Brokers, discusses how In the era of artificial intelligence, cash treasury trading presents a unique opportunity to integrate new technologies, enhance trading methodologies and meet the growing demands of a rapidly evolving market.

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Insiders reveal major problems at lab-grown meat startup

Hacker News

Billion-dollar cultivated-meat startup Upside Foods wants you to think the breakthrough chicken fillets it sells are made in a futuristic factory. A WIRED investigation tells a different story.

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'Dr. Google' meets its match in Dr. ChatGPT

Flipboard

As a fourth-year ophthalmology resident at Emory University School of Medicine, Riley Lyons' biggest responsibilities include triage: When a patient comes in with an eye-related complaint, Lyons must make an immediate assessment of its urgency. He often finds patients have already turned to "Dr.

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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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Single-bladed floating wind turbine promises half the cost, more power

Hacker News

We haven't seen a floating offshore wind turbine like this before. Touchwind claims its innovative single-blade turbines will solve several problems to drive down cost and downtime, using a single, huge blade with no fancy active pitch controls.

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AI Showdown, Part 1: Meet The Contestants—ChatGPT, Claude, Bing, And Bard

Flipboard

While speaking with a prospect recently, I was surprised to learn she hadn’t heard of Claude or Bard, two major generative AI tools that have been around for at least a few months.

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More Trending

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AI Invades Urban Planning and Design, With Mixed Results

Flipboard

When designers laboring away on a virtual cityscape began observing and tweaking their creation, one of the first things that jumped out at them, …

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Life-changing cystic fibrosis treatment wins US$3M Breakthrough Prize

Hacker News

Trio of scientists who developed the combination drug Trikafta are among the winners of five major awards in life sciences, physics and mathematics. Trio of scientists who developed the combination drug Trikafta are among the winners of five major awards in life sciences, physics and mathematics.

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How AI and security cameras could stop the shoplifting epidemic

Flipboard

As the US contends with a seemingly endless shoplifting epidemic, some in the tech industry feel that the solution is already at hand — everyday security cameras paired with AI.

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Hot Chips 2023: AMD’s Phoenix SoC

Hacker News

AMD's mobile and small form factor journey has been arduous. In the early 2010s, the company's Bulldozer-derived CPU cores stood no chance as Intel made massive gains in power efficiency. Zen narrowed the gap, but AMD still had a lot of work to do. Idle power consumption was still worse than Intel's.

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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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What is AI and how does it work?

Flipboard

A term that's casually thrown around these days is artificial intelligence (AI). AI continues to grow in popularity for multiple reasons.

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America's advanced manufacturing problem and how to fix it

Hacker News

Industrial policy is no longer taboo in the United States.1 In the last two years, the federal government has undertaken multiple industrial‑innovation policy initiatives.

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12 of the best free online courses from the Raspberry Pi Foundation

Flipboard

Learn all about AI, machine learning, web development, and more, without spending anything. TL;DR: Find a wide range of free online courses from the Raspberry Pi Foundation on edX. Find lessons on AI, machine learning, web development, and more.

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How Valve built soundproof booths

Hacker News

Welcome back to Between the Lanes, a blog feature where we let members of our development team walk through some of the challenges, bugfixes, and occasional happy accidents we encounter while working on a game as unique as Dota, and an event as unique as The International. The International is an unbelievably huge endeavor, watched by millions of people around the world.

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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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Can AI Assistance with ChatGPT Enhance Efficient Software Testing Automation?

Flipboard

In recent years, the rapid advancement of Artificial Intelligence, particularly Large Language Models (LLMs), has ushered in a new era of problem-solving efficiency. One notable area where LLMs are making a significant impact is in automating software testing, addressing the persistent challenges that software development teams face. Let’s explore how AI, specifically ChatGPT, is being.

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Spellburst: LLM–Powered Interactive Canvas

Hacker News

Creative coding tasks are often exploratory in nature. When producing digital artwork, artists usually begin with a high-level semantic construct such as a "stained glass filter" and programmatically implement it by varying code parameters such as shape, color, lines, and opacity to produce visually appealing results. Based on interviews with artists, it can be effortful to translate semantic constructs to program syntax, and current programming tools don't lend well to rapid creativ

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How to write AI prompts using the chain of thought principle (COT)

Flipboard

If you’ve interacted with ChatGPT, Llama 2 or other AI chatbots and models, you know that the prompt is more than just a question—it’s the key to …

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Layoffs.fyi

Hacker News

[LIVE] Tracking all tech startup layoffs — and lists of employees laid off — since COVID-19 was declared a pandemic. This page is constantly being updated.

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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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Tech Bros Lectured Congress About AI "Like Schoolchildren" Who Weren't Allowed to Raise Hands

Flipboard

Senators got schooled. But who's doing the schooling?

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French supermarket using ‘shrinkflation’ stickers to pressure PepsiCo and others

Hacker News

French supermarket chain Carrefour has slapped price warnings on products ranging from Lindt chocolates to Lipton Ice Tea to pressure suppliers such as Nestlé, PepsiCo and Unilever to cut their prices.

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Help Shape Our Conference Agenda & Win Prizes

Chatbots Life

Hew there! As we gear up for the much-anticipated Chatbot Conference this November, we find ourselves constantly driven by one central purpose: to serve the vibrant community of professionals, enthusiasts, and enterprises navigating the rich landscape of Conversational AI and LLMs. This year, we’re taking a collaborative approach to curating our conference agenda, and who better to steer this ship than you — our valued community member?

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How HTTPS Works

Hacker News

Follow the adventures of Certificat as she explains why HTTPS is crucial for the future of the internet and how it all works together in a comic.

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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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How the Human Brain Is Inspiring AI Systems to Be More Robust

Flipboard

Researchers have introduced a novel technique to enhance the resilience of artificial neural networks.

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Is this fraud? And if so, to what extent am I responsible?

Hacker News

I am the most senior technical employee at a small company providing software as a service to other businesses. The company only has about 10 employees, so one of the directors does a lot of the sa.

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This Artificial Intelligence (AI) Stock Has Risen Nearly as Much as Nvidia in 2023 -- and Wall Street Thinks It Can Soar Nearly 70% Higher

Flipboard

Analysts really like this up-and-coming AI innovator, but it's not for every investor.

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The Triassic-Jurassic Extinction

Hacker News

214 million years ago an asteroid hit what is now Canada. Now the crater is a ring-shaped reservoir 70 kilometers in diameter: Manicouagan Reservoir. Did this impact cause a mass extinction? The asteroid was 5 kilometers across, while the one that killed the dinosaurs much later was 10 kilometers across. But this is still huge!

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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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11 Essential AI and ML Python Libraries

Flipboard

These third-party libraries are an essential part of any AI developer’s toolkit.

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Threat from Climate Change to Some of India’s Sacred Sites Is Reshaping Beliefs

Hacker News

Hindu devotees worship at the Kedarnath Temple in the northern Indian state of Uttarakhand. Sharmaprakharr, CC BY-SA 4.0 Threat from Climate Change to Some of India’s Sacred Pilgrimage Sites is Reshaping Religious Beliefs By David L. Haberman Sign up for our monthly newsletter!

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Reviving 17 Timeless Artistic Styles through Stable Diffusion SDXL

Mlearning.ai

Exploring the Resurrection of Classic Aesthetic Traditions Continue reading on MLearning.

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The “Do Something About It” Club

Hacker News

Lately, I've had several occasions to reconsider what I read and how and why I take notes. I've been constantly refining the process, getting rid of everything that's unnecessary, reducing the "system" to a bare minimum.

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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.