AI is Eating Data Science
KDnuggets
MAY 24, 2023
When it's all said and done, and AI has been universally recognized as our rightful overlords, the idea of data science as a standalone field will have been but a blip on our collective radar.
May, 2023
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Close the Data Gap
insideBIGDATA
MAY 19, 2023
In this contributed article, Sangeeta Krishnan highlights how a data gap refers to missing data about a particular area of interest. Data gaps are a problem for organizations of all sizes. They can be costly, frustrating and time consuming to fix. But with the right strategies and tools, you can identify where the problems lie and implement effective changes.
5 newer data science tools you should be using with Python
MAY 17, 2023
Python's rich ecosystem of data science tools is a big draw for users.
What are Large Language Models
Machine Learning Mastery
MAY 18, 2023
Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.
LLMs in Production: Tooling, Process, and Team Structure
Speaker: Dr. Greg Loughnane and Chris Alexiuk
Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. They're often developing using prompting, Retrieval Augmented Generation (RAG), and fine-tuning (up to and including Reinforcement Learning with Human Feedback (RLHF)), typically in that order. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are le
Iconic Torrent Site RARBG Shuts Down, All Content Releases Stop
Hacker News
MAY 31, 2023
Founded in 2008, RARBG evolved to become a key player in the torrent ecosystem. The site didn’t only attract millions of monthly visitors from all over the globe, it was also a major release hub, bridging the gap between the Scene and the broader pirate public. Today, the site’s fifteen year run unexpectedly came to an end. In a message posted on the site’s front page, the team says its farewells.
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HuggingGPT: The Secret Weapon to Solve Complex AI Tasks
KDnuggets
MAY 1, 2023
Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.
Video Highlights: Introduction to Explainable AI
insideBIGDATA
MAY 12, 2023
Responsible AI is reaching new heights these days. Companies have started exploring Explainable AI as a means to explain the results better to senior leadership and increase their trust in AI Algorithms. This workshop presentation, conducted by Supreet Kaur, Assistant Vice President at Morgan Stanley, will entail an overview of this area, importance of it in today’s era, and some of the practical techniques that you can use to implement it.
ChatGPT takes center stage as students ditch tutors in favor of AI-powered learning
MAY 29, 2023
According to a recent survey by Intelligent.com, a prominent higher-education planning platform, students and parents increasingly favor studying with ChatGPT over human tutors. The survey findings expose a significant transformation in student perspectives on educational assistance.
What Are Zero-Shot Prompting and Few-Shot Prompting
Machine Learning Mastery
MAY 22, 2023
In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important to understand how a large language model generates an output. In this post, you will learn: What is zero-shot and few-shot prompting? How to experiment with them in GPT4All Let’s get started.
The Definitive Entity Resolution Buyer’s Guide
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Are you thinking of adding enhanced data matching and relationship detection to your product or service? Do you need to know more about what to look for when assessing your options? The Senzing Entity Resolution Buyer’s Guide gives you step-by-step details about everything you should consider when evaluating entity resolution technologies. You’ll learn about use cases, technology and deployment options, top ten evaluation criteria and more.
North America is now the growth leader for new battery factories
Hacker News
MAY 31, 2023
North America became the fastest-growing regional market for planned new battery cell manufacturing factories by the end of 2022, according to a new report released today. more… The post North America is now the growth leader for new battery factories appeared first on Electrek.
GPT-4 + Stable-Diffusion = ?: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
BAIR
MAY 23, 2023
TL;DR : Text Prompt -> LLM -> Intermediate Representation (such as an image layout) -> Stable Diffusion -> Image. Recent advancements in text-to-image generation with diffusion models have yielded remarkable results synthesizing highly realistic and diverse images. However, despite their impressive capabilities, diffusion models, such as Stable Diffusion , often struggle to accurately follow the prompts when spatial or common sense reasoning is required.
The Top AutoML Frameworks You Should Consider in 2023
KDnuggets
MAY 31, 2023
AutoML frameworks are powerful tool for data analysts and machine learning specialists that can automate data preprocessing, model selection, hyperparameter tuning, and even perform complex tasks like feature engineering.
Heard on the Street – 5/3/2023
insideBIGDATA
MAY 3, 2023
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
A Gentle Introduction to Prompt Engineering
MAY 28, 2023
ChatGPT is a service provided by OpenAI that is a conversational large language model. It is widespread, and it is found to be very useful. Behind the scene, it is a large language model. Unlike the other LLMs that generate continuing text from the leading sentence you provided, ChatGPT enables you to ask questions or provide […] The post A Gentle Introduction to Prompt Engineering appeared first on MachineLearningMastery.com.
An early warning system for novel AI risks
DeepMind
MAY 24, 2023
AI researchers already use a range of evaluation benchmarks to identify unwanted behaviours in AI systems, such as AI systems making misleading statements, biased decisions, or repeating copyrighted content. Now, as the AI community builds and deploys increasingly powerful AI, we must expand the evaluation portfolio to include the possibility of extreme risks from general-purpose AI models that have strong skills in manipulation, deception, cyber-offense, or other dangerous capabilities.
Music Company Asks Google to Delist ‘YouTube Downloader’ Wikipedia Article
Hacker News
MAY 28, 2023
A few years ago, the RIAA started targeting YouTube ripping sites by sending relatively rare takedown requests to Google. Instead of the usual DMCA copyright notices, the music group asked the search engine to remove various URLs for alleged violations of the DMCA’s anti-circumvention provision. The delisting requests are supposed to make it harder for people to find ‘YouTube MP3 download’ sites in search results.
Mojo may be the biggest programming advance in decades
fast.ai
MAY 3, 2023
I remember the first time I used the v1.0 of Visual Basic. Back then, it was a program for DOS. Before it, writing programs was extremely complex and I’d never managed to make much progress beyond the most basic toy applications. But with VB, I drew a button on the screen, typed in a single line of code that I wanted to run when that button was clicked, and I had a complete application I could now run.
Bark: The Ultimate Audio Generation Model
KDnuggets
MAY 2, 2023
Bark is a versatile audio generation model that supports multi-language, music, voice cloning, and speaker prompts audio generation.
Top Data Science Ph.D. Dissertations (2019-2020)
insideBIGDATA
MAY 10, 2023
The American Mathematical Society (AMS) recently published in its Notices monthly journal a long list of all the doctoral degrees conferred from July 1, 2019 to June 30, 2020 for mathematics and statistics. The degrees come from 242 departments in 186 universities in the U.S.
AI Canon
MAY 25, 2023
Source: Midjourney Research in artificial intelligence is increasing at an exponential rate. It’s difficult for AI experts to keep up with everything new being published, and even harder for beginners to know where to start. So, in this post, we’re … The post AI Canon appeared first on Andreessen Horowitz.
Visualizing new ways to protect sharks with data and analytics
SAS Software
MAY 1, 2023
Where do hammerhead sharks go at night? And perhaps more importantly, why? Research Scientist and Professor Alex Hearn of the Galapagos Science Center hoped that a team of SAS analytics volunteers would be able to answer that by analyzing data he has collected over nearly two decades. The project is [.
All the Hard Stuff Nobody Talks About when Building Products with LLMs
Hacker News
MAY 26, 2023
Earlier this month, we released the first version of our new natural language querying interface , Query Assistant. People are using it in all kinds of interesting ways! We’ll have a post that really dives into that soon. However, I want to talk about something else first. There’s a lot of hype around AI, and in particular, Large Language Models (LLMs).
Resolving code review comments with ML
Google Research AI blog
MAY 23, 2023
Posted by Alexander Frömmgen, Staff Software Engineer, and Lera Kharatyan, Senior Software Engineer, Core Systems & Experiences Code-change reviews are a critical part of the software development process at scale, taking a significant amount of the code authors’ and the code reviewers’ time. As part of this process, the reviewer inspects the proposed code and asks the author for code changes through comments written in natural language.
What is K-Means Clustering and How Does its Algorithm Work?
KDnuggets
MAY 2, 2023
In this article, we’ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.
“Above the Trend Line” – Your Industry Rumor Central for 5/22/2023
insideBIGDATA
MAY 22, 2023
Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.
Prompts to Try Asking ChatGPT
MAY 25, 2023
Welcome back to On Tech: A.I., a pop-up newsletter that teaches you about artificial intelligence, how it works and how to use it. A few months ago, my colleagues Cade Metz and Kevin Roose explained the inner workings of A.I.
ChatGPT: A Web Designer’s Perspective
Becoming Human
MAY 23, 2023
Photo by Rolf van Root on Unsplash As designers, we constantly seek new tools and resources to help create engaging and practical websites. We use a variety of references for our projects, from scouring design blogs and inspiration boards to doing research studies and using many other online resources. If you have been up to date with the latest news and trends, the term ‘ChatGPT’ and its success would have most likely reached your ears.
Phishing Domains Tanked After Meta Sued Freenom
Hacker News
MAY 26, 2023
The number of phishing websites tied to domain name registrar Freenom dropped precipitously in the months surrounding a recent lawsuit from social networking giant Meta , which alleged the free domain name provider has a long history of ignoring abuse complaints about phishing websites while monetizing traffic to those abusive domains. The volume of phishing websites registered through Freenom dropped considerably since the registrar was sued by Meta.
Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison
Analytics Vidhya
MAY 11, 2023
Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA). It is said to be trained to have more natural and open-ended conversations […] The post Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison appeared first on Analytics Vidhya.
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