Mon.Oct 16, 2023

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Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs

Analytics Vidhya

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

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Mastering the Art of Data Cleaning in Python

KDnuggets

How to clean your data in Python and make it ready for use in a data science project.

Python 351
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Harnessing NLP Superpowers: A Step-by-Step Hugging Face Fine Tuning Tutorial

Analytics Vidhya

Introduction Fine-tuning a natural language processing (NLP) model entails altering the model’s hyperparameters and architecture and typically adjusting the dataset to enhance the model’s performance on a given task. You can achieve this by adjusting the learning rate, the number of layers in the model, the size of the embeddings, and various other parameters.

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The Generative AI Bubble Will Burst Soon

KDnuggets

Due to unsustainable hype, unrealistic valuations, limitations of current technology, and unproven business models.

AI 333
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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Enhancing Conversational AI with BERT: The Power of Slot Filling

Analytics Vidhya

Introduction In the era of Conversational AI, chatbots and virtual assistants have become ubiquitous, revolutionizing how we interact with technology. These intelligent systems can understand user queries, provide relevant information, and assist with various tasks. However, achieving accurate and context-aware responses is a complex challenge. One crucial component that aids in this process is slot […] The post Enhancing Conversational AI with BERT: The Power of Slot Filling appeared firs

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Inside The Data Transformation Cement Mixer

Adrian Bridgwater for Forbes

As we create a new world of massive data, we may need a new approach to data pipeline maintenance if we are going to be able to keep the flow flowing.

More Trending

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How An IT ‘Skills Cloud’ Works

Adrian Bridgwater for Forbes

Even with borderless IT staff, we should be able to phone IT and get in touch with tech support, but if that fails, try turning it off and turning it back on again.

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Generative AI Report – 10/16/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

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Cracking the code: The top 10 statistical concepts for data wizards 

Data Science Dojo

“Statistics is the grammar of science”, Karl Pearson In the world of data science, there is a secret language that benefits those who understand it. Do you want to know what makes a data expert efficient? It’s having a profound understanding of the data. Unfortunately, you can’t have a friendly conversation with the data, but don’t worry, we have the next best solution.

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Ethical Web Data Collection Initiative Launches Certification Program

insideBIGDATA

The Ethical Web Data Collection Initiative (EWDCI) is an industry-led consortium of web data collectors focused on strengthening public trust, promoting ethical guidelines, and helping businesses and their customers make informed data extraction choices. The association aims to raise the bar for ethics in the process widely known as “data scraping” with the goal of enhancing trust—a key component of a free, fair, and open Internet.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Generating new Disney posters is easy with AI, learn how

Dataconomy

Disney AI posters have become the latest sensation to sweep the internet. A recent trend has emerged where enthusiasts are employing artificial intelligence to craft fake Disney and Pixar movie posters. While these creations are undeniably captivating, they have also led to a whirlwind of confusion among fans. The allure of Disney has always been its ability to transport audiences to magical realms, filled with enchanting characters and heartwarming tales.

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The Mathematician Who Sculpted the Shape of Space

Hacker News

Eugenio Calabi, who died on September 25, conceived of novel geometric objects that later became fundamental to string theory.

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Learn how to use Cramly AI for better study sessions

Dataconomy

Cramly AI is your newfound study buddy! This ingenious platform isn’t just another educational tool—it’s a game-changer. Picture this: while you’re wrestling with the intricacies of a challenging topic, Cramly AI sweeps in, lending a hand by automating those pesky repetitive tasks. But wait, there’s more! Preparing for that crucial interview or striving to craft that impeccable resume?

AI 187
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Detroit wants to be the first big American city to tax land value

Hacker News

If you tax blight, will you get less of it?

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Elon Musk wants to merge humans with AI. How many brains will be damaged along the way?

Flipboard

Xinmei Liu for Vox The brain implant company Neuralink is pushing a needlessly risky approach, former employees say. Of all Elon Musk’s exploits — the Tesla cars, the SpaceX rockets, the Twitter takeover, the plans to colonize Mars — his secretive brain chip company Neuralink may be the most dangerous. What is Neuralink for? In the short term, it’s for helping people with paralysis.

AI 181
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About half of Bandcamp employees have been laid off

Hacker News

Songtradr extended offers to half of Bandcamp workers.

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Neural Networks’ Unique Perceptions: Decoding Machine vs. Human Sensory Recognition - Neuroscience News

Flipboard

A new study delves into the enigmatic realm of deep neural networks, discovering that while these models can identify objects akin to human sensory systems, their recognition strategies diverge from human perception.

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4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

Hacker News

4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Meta's unique approach to developing AI puzzles Wall Street, but techies love it

Flipboard

At Meta's annual Connect conference last month, virtual reality enthusiasts gathered to hear about Mark Zuckerberg's multibillion-dollar bet on the …

AI 181
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Iowa Man Files Lawsuit After Being Arrested Twice for Criticizing the Police

Hacker News

"Ironically, the actions of the police department have only proven my point," Noah Petersen said after being handcuffed, arrested, and jailed for his speech.

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Pras Michel of Fugees seeks new trial, contends former attorney used AI for closing argument

Flipboard

The hip-hop artist convicted on campaign finance and foreign influence charges seeks to set aside the jury’s guilty verdicts.

AI 181
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The importance of handwriting is now better understood

Hacker News

Research on pens and paper highlights their benefits

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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AI just spotted its 1st supernova. Could it replace human explosion hunters?

Flipboard

'Removing humans from the loop provides more time for the research team to analyze their observations and develop new hypotheses to explain the origin of the cosmic explosions that we observe.

AI 181
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Skyvew – View and share Bluesky threads without needing a Bluesky account

Hacker News

Share BlueSky posts and threads externally

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UK plan to lead in generative AI 'unrealistic,' say Cambridge researchers

Flipboard

The British government’s aim to turn the UK into a global leader in the development of generative AI is “unrealistic,” researchers at the University of Cambridge argue.

AI 180
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Antibiotic Identified by AI

Hacker News

Computational approaches are emerging as powerful tools for the discovery of antibiotics. A study now uses machine learning to discover abaucin, a potent antibiotic that targets the bacterial pathogen Acinetobacter baumannii.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Wall Street Watchdog Says AI to Cause 'Unavoidable' Economic Collapse

Flipboard

SEC Chairman Gary Gensler warns of an AI-driven financial disaster in next ten years. He doesn't think he can stop it. If regulators don't act now, Gensler says an economic meltdown is "nearly unavoidable.

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Using different flours for sourdough fosters different bacteria–and flavors

Hacker News

A new study of the microbial ecosystem in sourdough finds that using different types of flour fosters distinct bacterial communities, and that these differences contribute to the variation of sourdough aromas and flavors.

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Generative AI is everything, everywhere, all at once

Flipboard

Businesses want in on generative AI and are willing to do anything to ride the wave. Is generative AI here to stay? Most signs are pointing to yes.

AI 179
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NASA's Webb captures an ethereal view of NGC 346

Hacker News

This video compares images of star-forming region NGC 346 taken in visible light with the Hubble Space Telescope’s ACS instrument, near-infrared with the James Webb Space Telescope’s NIRCam instrument, and mid-infrared with Webb’s MIRI instrument. Hubble’s visible-light image is filled with thousands of stars, as well as curtains of hydrogen and oxygen gas colored blue.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.