Sat.Sep 30, 2023

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Mastering Transfer Learning: A Rock-Paper-Scissors Case Study

Analytics Vidhya

Introduction In the world of artificial intelligence, imagine a learning technique that enables machines to build upon their existing knowledge and tackle new challenges with expertise. This unique technique is called transfer learning. In recent years, we’ve witnessed an expansion in the capabilities and applications of generative models. We can use transfer learning to simplify […] The post Mastering Transfer Learning: A Rock-Paper-Scissors Case Study appeared first on Analytics Vi

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Anaconda’s State of Data Science Report Report Reveals Surge in AI Upskilling Among Data and IT Professionals

insideBIGDATA

Anaconda Inc., provider of the popular platform for data science and modern AI development, released its sixth annual State of Data Science report, surfacing insights into today’s vibrant data science community and the growth and usage of AI and open-source software.

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Decoding Customer Care Sentiments: Comprehensive Audio Analysis Guide

Analytics Vidhya

Introduction In today’s business world, customer care service plays an important role in ensuring loyalty and customer satisfaction. Understanding and analyzing the sentiments expressed during interactions can help enhance the quality of customer care. Sentiment analysis on customer care audio data acts as a powerful tool for achieving this goal. In this comprehensive guide, we […] The post Decoding Customer Care Sentiments: Comprehensive Audio Analysis Guide appeared first on Analytics Vi

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AI Bias: Good intentions can lead to nasty results

Cassie Kozyrkov

Why fairness through unawareness is a pretty idea with ugly consequences Continue reading on Towards Data Science »

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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 Style Transfer: Transforming Images with Artistic Flair

Analytics Vidhya

Introduction A powerful means of expression is an art that captivates our senses and stirs our emotions. In this advanced era of generative artificial intelligence (AI), a new avenue has emerged to blend the realms of creativity and technology. One exciting and trending application of generative AI is style transfer, a technique that allows us […] The post Mastering Style Transfer: Transforming Images with Artistic Flair appeared first on Analytics Vidhya.

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Deploying Your Machine Learning Model to Production in the Cloud

KDnuggets

Learn a simple way to have a live model hosted on AWS.

More Trending

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Europol sought unlimited data access in online child sexual abuse regulation

Hacker News

According to minutes released under FOI, the European police agency pushed for unfiltered access to data that would be obtained under a proposed new scanning system for detecting child sexual abuse images on messaging apps, with a view, experts say, to training AI algorithms.

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Energy consumption 'to dramatically increase' because of AI

Flipboard

Artificial intelligence is expected to have the most impact on practically everything since the advent of the internet. Wall Street sure thinks so.

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LK-99 Research Continues, Paper Says Superconductivity Could Be Possible

Hacker News

As the scientific community seems to have largely settled in that LK-99 isn't the best thing since sliced bread, researchers around the world still find reasons to understand it.

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How to Use ChatGPT’s New Image Features

Flipboard

OpenAI’s new image analysis update for its chatbot is both impressive and frightening. Here’s how to use it, and some advice for your experiments.

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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 Domestic Labour of Reading in Milton’s Areopagitica

Hacker News

Does a healthy intellectual culture resemble a battlefield or a kitchen? Revisiting Milton’s Areopagitica , a tract often championed by today’s free speech absolutists, Katie Kadue finds a debt to the work of early modern housewives. In their labours to preserve food and transform it into wholesome cuisine, Milton saw an analogue for how the reading public might digest books — good and bad alike — into nourishing ideas.

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Paris-Based Mistral AI Enters the Arena with Free and Powerful New Language Model

Flipboard

The new LLM is free, open-source, and beats well-established competitors like Meta’s LlaMA, Alpaca and Stable Beluga Mistral AI has unveiled its …

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Building Processors from the Ground Up

Hacker News

In this Interactive online book we will go in depth how to build a CPU from transistors. Implementing logic gates, building registers, creating the instruction set, programming the hello world and even dinosaur game.

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ChatGPT and the rise of semi-humans

Flipboard

This article explores the research question: ‘What are ChatGPT’s human-like traits as perceived by society?’ Thematic analyses of insights from 452 individuals worldwide yielded two categories of traits. Category 1 entails social traits, where ChatGPT embodies the social roles of ‘author’ (imitating human phrasing and paraphrasing practices) and ‘interactor’ (simulating human collaboration and emotion).

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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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How to see bright, vivid images in your mind’s eye (2016)

Hacker News

Learn to improve the brightness and clarity of images in your mind's eye. Image Streaming is an easy technique to learn. Is it a cure for aphantasia?

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The best AI tools to streamline your life in 2023

Flipboard

Artificial intelligence is having its moment, backed by an array of smart tools to improve your life and workload.

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Pharmacokinetics: Drug development's broken stair

Hacker News

There’s a blog post that floats around the Internet about the metaphor of the broken stair. In this blog post, the author talks about how certain social groups have a person who before you talk with them, someone will pull you aside and say, “Hey, listen, be careful around John. He can be touchy, so you probably shouldn’t let yourself be alone around him.

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Here's everything WhatsApp added in September 2023

Flipboard

If you asked around this time last year, most people would have told you WhatsApp was lacking in features compared to other encrypted messengers like …

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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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'Couple,' 'Few,' and 'Several'

Hacker News

Couple is used to refer to two things, but is also often used for a small number greater than two. Few is used the same way as couple and also for a number slightly greater than a couple. Several is usually used for a number greater than a couple and a few. Occasionally it is used in the same way as couple and few.

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Best Artificial Intelligence (AI) Stock to Buy: C3.ai Stock vs. Roblox Stock

Flipboard

Artificial intelligence has had a quick rise in popularity in 2023. Fool.com contributor Parkev Tatevosian discusses how C3.ai (AI 1.

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PoW gets his life back after 55 years (2000)

Hacker News

<p>The mystery of the identity of the second world war soldier who returned to his native Hungary five weeks ago after 55 years of captivity in Russia appears to have been solved.

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Pinecone: How I Built A Chat With PDF App Easily

Mlearning.ai

People talk so much about large language models (LLMs) that they often forget an important aspect of building an AI application: the… Continue reading on MLearning.

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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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Dating the Arrival of Modern Humans in Asia

Hacker News

Researchers explain how a skull and jawbone from a Laos cave helps push back the timing of modern humans’ migration into Southeast Asia.

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Ask and You Shall Receive: Unleashing the Potential of 7 Billion Parameters on Your CPU

Mlearning.ai

Test playground for Prompt Engineering running 7b Orca model on Google Colab: learn how to use CTransformers for GGUF new quantized format. Continue reading on MLearning.

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The Small World of Simulating Other Worlds

Hacker News

A niche research community plays out what existence might be like on, or en route to, another planet.

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How to Find and Encode Categorical Variables in Machine Learning

Mlearning.ai

Learn methods for identifying and encoding categorical variables to prepare your data for machine learning models Continue reading on MLearning.

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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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The Ingenious Cardboard Bed

Hacker News

As technology continues to offer new capabilities, the old adage that “there is always a better way” is becoming increasingly true, and sometimes it just requires a multi-disciplinary approach to a problem to transform the effectiveness of the solution. Humanitaria’s first invention already promises to reap untold efficiencies for mankind in a scenario we are increasingly likely to encounter as climate change accelerates the incidence of cascading catastrophic disasters of Biblical proportions.

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Process pandas dataframe and create Azure Cognitive Search Vector Index and Search

Mlearning.ai

How to process embedding for large rows of data with single api within limit This is a sample notebook to process embedding for large rows of data with single api within limit Ada 2 will have a limit of 30 rows within few seconds to process. This sample process 30 rows at a time and wait for 7 seconds to avoid throttling Some libraries retry but we do loose data Wanted to make sure all rows are processed for embedding in pandas dataframe Code Import libraries import pandas as pd pd.set_option(&#

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-Werror Is not your friend (2017)

Hacker News

22 May 2017 by Phillip Johnston • Last updated 8 September 2023I want to make a few points up front to short-circuit common misunderstandings with this article: I have a zero warning policy on my projects. I turn on a lot of warnings. -Wall, -Wextra, and a whole host of specific warning flags.

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NIR: Nim Intermediate Representation

Hacker News

Theoretical Benefits / Plans: Typed assembler-like language. Allows for a CPS transformation. Can replace the C backend. Can replace the VM. Can do more effective "not nil" checking and static array bounds checking. Can be used instead of the DFA. Easily translatable to LLVM. Reasonably easy to produce native code from. Tiny memory consumption.

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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.