Sun.Dec 31, 2023

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What is MobileNetV2? Features, Architecture, Application and More

Analytics Vidhya

Introduction When it comes to image classification, the nimble models capable of efficiently processing images without compromising accuracy are essential. MobileNetV2 has emerged as a noteworthy contender, with substantial attention. This article explores MobileNetV2’s architecture, training methodology, performance assessment, and practical implementation.

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?The Advanced Manual of Self-Improvement?

Cassie Kozyrkov

Decision science tips to help you stick to your New Year’s resolutions Continue reading on The Startup ยป

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Hands-On Guide To Librosa For Handling Audio Files

Analytics Vidhya

Introduction Librosa is a powerful Python library that offers a wide range of tools and functionalities for handling audio files. Whether you’re a music enthusiast, a data scientist, or a machine learning engineer, Librosa can be a valuable asset in your toolkit. In this hands-on guide, we will explore the importance of Librosa for audio […] The post Hands-On Guide To Librosa For Handling Audio Files appeared first on Analytics Vidhya.

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Five ways artificial intelligence is rapidly changing our world

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The reach of generative artificial intelligence (AI) skyrocketed this year as tech companies raced to get ahead of each other while regulators and lawmakers looked to add guardrails.

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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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Farewell, Java stingaree: Scientist declare the first marine fish extinction

Hacker News

In 1862, German naturalist Eduard von Martens was part of a multiyear expedition to what was known then as the Far East. That July, he found himself in a fish market in the city of Jakarta on the island of Java, then part of a Dutch colony.

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AIโ€™s big test: Making sense of $4 trillion in medical expenses

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Hospitals and insurers are adopting AI tools to process bills. Big bucks are at stake. Hospitals and insurers are racing to find new artificial intelligence tools to give them an edge in billing and processing their part of the $4 trillion in medical expenses Americans accrue each year.

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What a long, strange year itโ€™s been in enterprise tech news

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Looking back at the top enterprise news stories of the year, it's clear that generative AI dominated, but it wasn't the only news. ยฉ 2023 TechCrunch. All rights reserved. For personal use only.

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How to run a small social network (2019)

Hacker News

This document exists to lay out some general principles of running a small social network site that have worked for me. These principles are related to community building more than they are related to specific technologies.

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A look at the top science stories and breakthroughs of 2023

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As 2023 rolls to a close, Knowable Magazine has looked back over its articles and canvassed editorial committee members from the 51 academic journals โ€” โ€ฆ

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The Forecasting Fallacy

Hacker News

Marketers are prone to a prediction. Youโ€™ll find them in the annual tirade of trend decks. In the PowerPoint projections of self-proclaimed prophets. In the feeds of forecasters and futurists. To understand the extent of our forecasting fascination, I analysed the websites of three management consultancies. In total, these three companiesโ€™ make just shy of 15,000 predictions stretching out over the next 30 years.

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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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Chief Justice Roberts: Courts will be 'significantly affected' by artificial intelligence

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Roberts' annual report steered clear of the Supreme Court's decision to adopt a code of conduct this year in response to a series of ethics revelations.

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Steamboat Willie [video]

Hacker News

Jake made a whole video on Steamboat Willie entering the public domain that you can watch here [link] now finally co.

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3 scary breakthroughs AI will make in 2024

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Although 2023 was a game-changing year for artificial intelligence, it was only the beginning, with 2024 set to usher in a host of scary advancements โ€ฆ

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Magnitude 7.4 earthquake stikes Japan, major tsunami warning issued for Ishikawa

Hacker News

A massive magnitude-7.6 earthquake has struck Ishikawa Prefecture, in central Japan, along the Japan Sea coast.

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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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Chief justice centers Supreme Court annual report on AIโ€™s dangers

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Chief Justice John Roberts warned that courts will need to consider the proper use of artificial intelligence (AI), portraying it as a new frontier for change in an annual report that follows a turbulent year for the Supreme Court. “I predict that human judges will be around for a while,” Roberts wrote in his report.

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Instant Messaging: Protocols Are "Commons", Let's Take Them Seriously

Hacker News

TLDR; Thirty years after the advent of the first instant messaging services, we still haven't reached the stage where instant messaging platforms can freely communicate with each other, as is the case with email. In 1999, the Jabber/XMPP protocol was created and standardized for this purpose by the Internet Engineering Task Force (IETF).

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Scientists discover the first new antibiotics in over 60 years using AI

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A new class of antibiotics for drug-resistant Staphylococcus aureus (MRSA) bacteria which was discovered using more transparent deep learning models.

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Disney's Mickey Mouse enter public domain

Hacker News

Disney's copyright on the earliest version of the cartoon characters expires in the US on 1 January.

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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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Logistic Regression for Image Classification Using OpenCV

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In a previous tutorial, we explored logistic regression as a simple but popular machine learning algorithm for binary classification implemented in the OpenCV library. So far, we have seen how logistic regression may be applied to a custom two-class dataset we have generated ourselves. In this tutorial, you will learn how the standard logistic regression […] The post Logistic Regression for Image Classification Using OpenCV appeared first on MachineLearningMastery.com.

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From David Hockney to modern horror: the enduring symbolism of the swimming pool

Hacker News

On the sixtieth anniversary of David Hockney introducing the swimming pool into his painting California Art Collector (1964), we look at the enduring role of the swimming pool in art and culture

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2023: The Year Generative AI Transformed Enterprise Data Management

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As 2023 ends, analyst Robert Kramer discusses the many changes the year brought for enterprise data management โ€” especially thanks to implementation of generative AI.

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Major Alzheimer paper retracted by former Stanford president after a decade

Hacker News

A 2009 study, cited as a โ€œkey scientific discoveryโ€ by Genentech as it sought a higher valuation, has now been retracted by former University head Marc Tessier-Lavigne. It is his fourth retraction in as many months.

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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) arenโ€™t built for modern data platforms and donโ€™t work on modern architectures.

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AI Developments To Focus On In The New Year

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Media outlets across the globe hailed 2023 as the year of artificial intelligence, and McKinsey & Company spotlighted the rise of generative AI in particular. A Boston Consulting Group survey reveals that 62% of leaders are excited about AIโ€™s potential.

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Ambient Co-Presence

Hacker News

Creating a subtle, peripheral, and synchronous sense of shared space and context on the web

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A year of discovery

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A key ingredient for life spotted on one of Saturn's moons. An early chapter in human history revised.

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Return to Innocence

Hacker News

The pages of this magazine have often orbited around the subject of retrocomputing. Take, for example, the editions about sustainability, computer museums, hardware, hobbies, gaming, operating systems, or the one about BASIC published last summer. If you pay attention, you most probably have realized how much retrocomputing has grown in popularity in the past few decades, with more and more people learning on YouTube or TikTok how to replace the batteries or leaking capacitors from the motherboa

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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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Humane Is Running a Commercial for Its AI Pin, and It Highlights Everything Wrong with the Idea

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The story you tell is everything. Humane, the company that earlier in 2023 revealed a device it calls an "AI Pin," is running a commercial to promote its new product.

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Video playback on low-end MS-DOS machines

Hacker News

Playing video on MS-DOS. it kinda was a thing with things such as the GRASP/GLPro and FLIC formats back in the day. But not on REALLY low-end machines, such as 8088s and CGA. Until the demo 8088 Corruption was released in 2004. And then its successor 8088 Domination in 2014, which I already discussed earlier.

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GenAI: Synthesizing DNA Sequences with LLM Techniques - DataScienceCentral.com

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When people talk about Large Language Models, the most common topics are text summarization, text generation, and answering prompts with GPT.

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I want a city, not a museum

Hacker News

New Yorkโ€™s layers of laws to protect existing buildings has led to a shortage of housing.

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