Wed.Aug 02, 2023

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A Comprehensive Guide to Fine-Tuning Large Language Models

Analytics Vidhya

Introduction Over the past few years, the landscape of natural language processing (NLP) has undergone a remarkable transformation, all thanks to the advent of large language models. These sophisticated models have opened the doors to a wide array of applications, ranging from language translation to sentiment analysis and even the creation of intelligent chatbots.

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KDnuggets News, August 2: ChatGPT Code Interpreter: Fast Data Science • Can’t Keep Up? Catch up on This Week in AI

KDnuggets

ChatGPT Code Interpreter: Do Data Science in Minutes • This Week in AI • Introduction to Statistical Learning, Python Edition: Free Book • 8 Programming Languages For Data Science to Learn in 2023 • Mastering GPUs: A Beginner's Guide to GPU-Accelerated DataFrames in Python

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Adapting BERT Through Fine-tuning For Downstream Tasks

Analytics Vidhya

Introduction Adapting BERT for downstream tasks entails utilizing the pre-trained BERT model and customizing it for a particular task by adding a layer on top and training it on the target task. This technique allows the model to learn dependent on the task details from the data used for training while drawing on the knowledge of […] The post Adapting BERT Through Fine-tuning For Downstream Tasks appeared first on Analytics Vidhya.

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AI in Cybersecurity: Revolutionizing threat detection and defense

Data Science Dojo

Can AI in cybersecurity help defend against evolving threats? Yes. The need to safeguard networks, systems, and data from diverse threats, such as malware, phishing, and ransomware, has never been more urgent. The rise of artificial intelligence (AI) offers a ray of hope. AI is rapidly transforming various industries, leveraging the power of computers to mimic human intelligence, learn, reason, and make informed decisions.

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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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KYC Registration Now Made Easy Using AI

Analytics Vidhya

Capital market players can now bid farewell to lengthy and cumbersome KYC registration processes, thanks to CAMSKRA’s AI-embedded KYC solution. Leveraging the power of artificial intelligence, this new offering promises seamless and lightning-fast customer onboarding, revolutionizing how businesses verify their clients. Let’s dive into the details and discover how this innovative technology is set to […] The post KYC Registration Now Made Easy Using AI appeared first on Analyti

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Aware’s AI Data Platform Dominates in Head-to-Head Showdown Against Meta’s Llama-2

insideBIGDATA

Aware, the AI Data Platform for workplace conversations, unveiled its performance against Meta's latest release, Llama-2. As the tech world buzzes about Llama-2, Aware has conducted a benchmark test to compare the accuracy and cost-effectiveness of its AI models to Meta's large language model.

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Generative AI Can Make Business Intelligence Even Smarter – Here’s How

insideBIGDATA

In this contributed article, Ali Ahmed, General Manager of the Enterprise Applications business unit at Cloud Software Group, discusses how both AI and machine learning (ML) will continue to promote optimized business intelligence, especially with regards to data analytics and management, along with how business intelligence ensures the accessibility of critical data is available to all key decision makers

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Announcing new security controls and compliance certifications for Azure Databricks and AWS Databricks SQL Serverless

databricks

We're excited to share a new set of security controls and compliance certifications that can help with regulatory compliance on Azure Databricks and.

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Using SHAP Values for Model Interpretability in Machine Learning

KDnuggets

Discover how SHAP can help you understand the impact of model features on predictions.

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LK-99: What if we have room temperature superconductors

Dataconomy

In the quest for technological advancements that can revolutionize our world, the scientific community has always been captivated by the elusive phenomenon of superconductivity. For decades, researchers have strived to unlock its full potential, seeking to discover materials that can exhibit superconducting properties at room temperature. And now, the wait might finally be over!

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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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Inflection-1: The Next Frontier of Personal AI

KDnuggets

Introducing Inflection-1: Inflection.AI’s in-house LLM using Pi.ai which is catered to your unique needs.

AI 181
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From stuck to stunning: Fixing the “Waiting to start” issue in Midjourney

Dataconomy

Welcome to the world of creative possibilities with Midjourney! As a revolutionary generative artificial intelligence program and service developed and hosted by the forward-thinking minds at Midjourney, Inc. in San Francisco, it brings the power of image generation from natural language descriptions right at your fingertips. Much like its renowned counterparts, OpenAI’s DALL-E , and Stable Diffusion , Midjourney unlocks the potential to turn imaginative prompts into stunning visuals.

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How NAT traversal works (2020)

Hacker News

In this post, we’ll talk about how to establish a peer-to-peer connection between two machines, in spite of all the obstacles in the way.

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Discover the Kundli GPT AI, astrology gets a tech twist

Dataconomy

Kundli GPT AI is merging the cosmos and computing in unique ways. Diving into the wonders of astrology can unveil intriguing details about our personalities, bonds, and the path ahead. Yet, understanding one’s astrological profile isn’t always a simple task, particularly without credible sources, expert advice, or direct feedback. This is where the magic of Kundli GPT AI comes into play.

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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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On the link between Lyme disease and bioweapons (2019)

Hacker News

In 1968 there was a sudden outbreak of three unusual tick-borne diseases that sickened people living around Long Island Sound, an estuary of the Atlantic Ocean off the shores of New York and Connecticut. One of these diseases was Lyme arthritis, first documented near the township of Lyme, Connecticut.

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AI.com once took you to ChatGPT. Now, it goes to Elon Musk's xAI

Flipboard

A nerdy mystery is brewing. Will someone please tell us who the hell owns AI.com and what they're doing with it? The domain, which used to direct to ChatGPT, now redirects users to xAI, an AI company owned by Elon Musk.

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Google’s Plan to DRM the Web Goes Against Everything Google Once Stood For

Hacker News

The grand old enshittification curve strikes again. Remember, as stated by Cory Doctorow, the process of enshittification entails these steps: first, they are good to their users; then they abuse their users to make things better for their business customers; finally, they abuse those business customers to claw back all the value for themselves.

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Google's 'mind-reading' AI can tell what music you listened to based on your brain signals

Flipboard

Artificial intelligence can produce music that sounds similar to tunes people were listening to as they had their brains scanned, a collaborative study from Google and Osaka University shows.

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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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EXP TV – endless stream of obscure media and video ephemera

Hacker News

EXP TV’s daytime block is “Video Breaks”--a video collage series featuring wild, rare, unpredictable, and ever-changing archival clips touching on every subject imaginable. The nighttime block starts at 10pm and features specialty themed video mixes and deep dives. In an age where we all waste so much time figuring out what to watch online, EXP TV airs 24/7 and there’s always something cool on.

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How MIT’s Liquid Neural Networks can solve AI problems from robotics to self-driving cars

Flipboard

In the current artificial intelligence (AI) landscape, the buzz around large language models (LLMs) has led to a race toward creating increasingly larger neural networks. However, not every application can support the computational and memory demands of very large deep learning models.

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Building the Future of X

Hacker News

On X, people are free to be their true selves. We believe people of all backgrounds and beliefs should have the right to freely express themselves, so long as they do so within the bounds of the law.

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4 Simple Ways To Leverage AI Skills For Passive Income From Home

Flipboard

In today's day and age, technology has the potential to generate passive income through Artificial intelligence. ChatGPT has reached unprecedented heights where entrepreneurs are harnessing the capabilities of this tool to create innovative platforms that generate revenue effortlessly.

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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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Observation of zero resistance above 100 K in Pb????Cu?(PO?)?O

Hacker News

Room-temperature superconductivity has always been regarded as the ultimate goal in the fields of solid-state physics and materials science, with its realization holding revolutionary significance, capable of triggering significant changes in energy transmission and storage. However, achieving it poses various challenges. Recent research revealed that material Pb$_{10-x}$Cu$_x$(PO$_4$)$_6$O displays room-temperature superconductivity under atmospheric pressure, sparking global interest in furthe

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Generative AI is Set to Revolutionize the Automotive Industry

Flipboard

We’re on the brink of a generative AI revolution that spans countless industries. For an automotive ecosystem that’s ripe for innovation, we’re likely to see generative AI play a key role in the development of new products and services designed to enhance the driving experience.

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The Lose-Lose-Lose-Lose Bill C-18 Outcome: Meta Blocking News Links on Facebook and Instagram in Canada

Hacker News

For months, supporters of Bill C-18, the Online News Act, assured the government that Meta and Google were bluffing when they warned that a bill based on mandated payments for links was unworkable and they would comply with it by removing links to news from their platforms. However, what has been readily apparent for months became reality yesterday: Meta is now actively blocking news links and sharing on its Facebook and Instagram platforms.

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7 ChatGPT Prompts To Unlock Rapid Learning

Flipboard

In many fields of business, someone else can enter right away and make just as much money and impact as those with years of experience. Your unique advantage is how quickly you can learn and evolve.

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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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If you think p-values are problematic, wait until you understand Bayes Factors

Hacker News

Would raising the minimum wage by $4 lead to greater unemployment? Milton, a Chicago economist, has a theory (supply and demand) that says so. Milton believes the causal effect is anywhere between 1% and 10%. After the minimum wage increase of $4, unemployment goes up 1%. Milton feels bad about the unemployed but good about.

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Computer scientists claim to have discovered ‘unlimited’ ways to jailbreak ChatGPT

Flipboard

Researchers at Carnegie Mellon University say large language models, including ChatGPT, can be easily tricked into bad behavior. In February, Fast Company jailbroke the popular chatbot ChatGPT by following a set of rules posted on Reddit.

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Why Rust helps even if you have to use a lot of `unsafe`

Hacker News

I semi-regularly hear developers who claim that using Rust would not gain them anything because they would have to use `unsafe`. But this is not true. Local reasoning matters.

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AI-assisted cancer screening could cut radiologist workloads in half

Flipboard

The study saw no increase in false-positive results over human screeners. A newly published study in the the Lancet Oncologyjournal has found that the use of AI in mammogram cancer screening can safely cut radiologist workloads nearly in half without risk of increasing false-positive results.

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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.