Sat.Sep 02, 2023

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Video Highlights: 3 Minute GenAI App Creation

insideBIGDATA

In this video presentation below, from our friends over at Aible, we create a custom GenAI App using Google PaLM2, VertexAI, and BigQuery, based on the customers own data in a matter of minutes.

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Harness the Power of LLMs: Zero-shot and Few-shot Prompting

Analytics Vidhya

Introduction Power of LLMs have become the new buzz in the AI community. Early adopters have swarmed to the different generative AI solutions like GPT 3.5, GPT 4, and BARD for different use cases. They have been used for question and answering tasks, creative text writing, and critical analysis. Since these models are trained on […] The post Harness the Power of LLMs: Zero-shot and Few-shot Prompting appeared first on Analytics Vidhya.

Analytics 352
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Plotting Graphs in R

Machine Learning Mastery

Last Updated on September 4, 2023 Visualizing data can sometimes help people understand it better. As a data analytics platform, R provided some advanced plotting functions. In this post, you will learn how to use the built-in plot functions to create some common visualization. Specifically, you will learn how to create: Line plot Scatter plot […] The post Plotting Graphs in R appeared first on MachineLearningMastery.com.

Analytics 204
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Abstractive Summaries: Evaluation & Hallucination Detection

Eugene Yan

Reference, context, and preference-based metrics, self-consistency, and catching hallucinations.

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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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Why Did a Drug Gang Kill 43 Students? Text Messages Hold Clues

Hacker News

The Mexican police, military officers and others secretly colluded with a cartel that kidnapped 43 students, a case unsolved after nearly a decade. Wiretaps show just how much the authorities helped the cartel behind the mass abduction, and what led to it.

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Should the US implement a ‘robot tax?’

Flipboard

A version of this story original appeared in TechCrunch’s weekly robotics newsletter, Actuator. Subscribe here. A big and often unremarked upon aspect of being a reporter is knowing your audience. It’s not always as straightforward as it sounds — particularly when writing about tech.

More Trending

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AI 'nose' predicts smells from molecular structures

Flipboard

In a major breakthrough, scientists have built a tool to predict the odor profile of a molecule, just based on its structure. It can identify molecules that look different but smell the same, as well as molecules that look very similar but smell totally different. The research was published in Science.

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Transformers as Support Vector Machines

Hacker News

Since its inception in "Attention Is All You Need", transformer architecture has led to revolutionary advancements in NLP. The attention layer within the transformer admits a sequence of input tokens $X$ and makes them interact through pairwise similarities computed as softmax$(XQK^top X^top)$, where $(K,Q)$ are the trainable key-query parameters.

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Amazon increases fees, ChatGPT comes to the enterprise, and Apple announces a press conference

Flipboard

Welcome, folks, to Week in Review (WiR), TechCrunch’s newsletter that recaps the major happenings in tech over the past few days. If you’ve been too slammed to follow the developments play-by-play, you’ve come to the right place. That’s what WiR is for.

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Can an Artificial Kidney Finally Free Patients from Dialysis?

Hacker News

Scientist proved for the first time that kidney cells, housed in an implantable device functioning as an artificial kidney, can survive inside the body of an animal.

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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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This romcom lets you pick the ending — that doesn't make it good

Flipboard

During the ongoing WGA and SAG-AFTRA strikes, one topic of interest has been AI, or artificial intelligence — really, more accurately, machine learning.

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The surprising behavior of male fruit flies under intense light conditions

Hacker News

A recent study published in Open Biology reports that exposure to intense light almost instantly provokes courtship behavior in male fruit flies (Drosophila). Surprisingly, the researchers observed both male-male and male-female courtship behavior under these conditions. While male-male courtship behavior among fruit flies is not a new discovery, the findings of this study suggest that intense light exposure specifically precipitates it.

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A new way to optimize and prioritize AI projects for the GPU shortage

Flipboard

Generative AI, enabled by large language models (LLMs) like GPT-4, has caused shockwaves in the tech world. ChatGPT’s meteoric rise has triggered the global tech industry to reassess and prioritize gen AI, reshaping product strategies in real time.

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Tesla, Rivian Put on Fake Show of Support for ‘Right to Repair’

Hacker News

You may have noticed that there's a massive, bipartisan push afoot to pass "right to reform" laws in many states making it easier and cheaper to repair the things you buy. In a bid to undermine those laws, automakers and companies like John Deere have been using a fairly consistent playbook.

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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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Salesforce revs its VC engine in the AI race

Flipboard

Salesforce's offer to lead Hugging Face's Series D round didn't come with the highest valuation, Axios has learned, but the software giant managed to …

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A Critical Analysis of the What3Words Geocoding Algorithm

Hacker News

What3Words is a geocoding application that uses triples of words instead of alphanumeric coordinates to identify locations. What3Words has grown rapidly in popularity over the past few years and is used in logistical applications worldwide, including by emergency services. What3Words has also attracted criticism for being less reliable than claimed, in particular that the chance of confusing one address with another is high.

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Russian 400 PetaFLOPS Supercomputer for AI Comes Online

Flipboard

Russian Moscow State University unveils new supercomputer, forgets to mention what hardware it uses.

AI 176
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33% of Gamers Are Disabled

Hacker News

Despite nearly a third of gamers identifying as being disabled, developers have struggled to prioritise accessibility across their platforms.

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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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25 of the best AI and ChatGPT courses you can take online for free

Flipboard

Find a wide range of free online courses on Udemy. TL;DR: Find a wide range of free online AI and ChatGPT courses on Udemy.

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The little-known shipwreck that inspired Bram Stoker’s ‘Dracula’

Hacker News

Stoker was moved by grim details from the world around him while penning his horror masterpiece. The real fate of a ship called the Dmitry played an outsized role in his imaginings.

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Artificial Intelligence Social Media Says It's Racist. After AI-Generated Images Of People From All 50 States

Flipboard

Artificial intelligence relies on ethnic stereotypes and is completely racist.

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‘Psychonauts’ by Mike Jay Review

Hacker News

Psychonauts: Drugs and the Making of the Modern Mind by Mike Jay is a fascinating study of cynical attitudes towards self-experimentation.

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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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6 Significant Factors to Consider for Hiring the Right Developers

Flipboard

Today, running an IT firm is the most tricky task that requires continuous efforts to get global clients. Satisfying the client’s needs and retaining them for the long run is way more complex.

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Become an expert in something specific and boring

Hacker News

I sometimes get a vibe that many people trying to ambitiously do good in the world (including EAs) are misguided about what doing successful policy/g…

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Monitoring Machine Learning Models in Production: Why and How?

Towards AI

Last Updated on September 3, 2023 by Editorial Team Author(s): John Leung Originally published on Towards AI. How is our model impacted in the evolving world? An analysis focusing on drift examples, and implementing Python-based monitoring strategies This member-only story is on us. Upgrade to access all of Medium. Machine Learning (ML) model development often takes time and requires technical expertise.

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SpaceX sending iPhone Emergency SOS satellites to space

Hacker News

Nearly a year has passed since Apple introduced the iPhone 14 featuring Emergency SOS via Satellite, allowing users to reach.

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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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Python Basics: Syntax, Data Types, and Control Structures

Flipboard

Want to learn Python? Get started today by learning Python's syntax, supported data types, and control structures.

Python 134
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Tax prep companies: $90M lobbying against free tax-filing

Hacker News

Top tax prep companies spent over $90 million on lobbying in the past two decades since the IRS Free File Program’s launch.

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A tech CEO shares his 3-step system for using AI to get more done

Flipboard

Aytekin Tank, founder and CEO and of Jotform, argues that creating an automation flywheel can help teams avoid being replaced by AI. AI is transforming how teams work. It is also raising potential challenges.

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Burning Man attendees advised to shelter in place, conserve food/water

Hacker News

Movement in and out of Black Rock City has been halted and the airport is closed, according to organizers.

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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.