Will ChatGPT Replace Data Scientists?
KDnuggets
JUNE 30, 2023
Every job is at risk. Here’s how you can AI-proof your career.
June, 2023
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10 ChatGPT Plugins for Data Science Cheat Sheet
JUNE 15, 2023
For an overview of what we believe to be the 10 of the best ChatGPT plugins for data science, check out our latest cheat sheet.
Data Scraping Demystified: How to Extract Valuable Insights from the Web
Analytics Vidhya
JUNE 14, 2023
The amount and range of data that is accessible online in the modern era is enormous, which makes it a gold mine of significant insights for corporations, researchers, and consumers. However, you must compile specific details before accessing the most valuable data elements. Data scraping, commonly called web scraping, has become a powerful method for […] The post Data Scraping Demystified: How to Extract Valuable Insights from the Web appeared first on Analytics Vidhya.
Heard on the Street – 6/5/2023
insideBIGDATA
JUNE 5, 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.
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
Strategies for Effective Brainstorming with ChatGPT
Machine Learning Mastery
JUNE 7, 2023
Last Updated on June 9, 2023 ChatGPT demonstrated its capability for a broad knowledge base, but it is also a fantastic brainstorming and ideation tool. You can ask it to devise a complete project plan by framing requests or providing wide-ranging responses to open-ended questions, supplementing and extending human creativity. In this post, you will […] The post Strategies for Effective Brainstorming with ChatGPT appeared first on MachineLearningMastery.com.
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A Comprehensive Guide to Convolutional Neural Networks
KDnuggets
JUNE 16, 2023
Artificial Intelligence has been witnessing monumental growth in bridging the gap between the capabilities of humans and machines. Researchers and enthusiasts alike, work on numerous aspects of the field to make amazing things happen. One of many such areas is the domain of Computer Vision.
Tim Fu uses "Midjourney for architecture" to transform crumpled paper into starchitect buildings
JUNE 29, 2023
Designer Tim Fu has used LookX, an artificial intelligence tool trained on architecture, to turn squashed paper into building models that evoke designs by architects Frank Gehry and Zaha Hadid. The LookX platform, which just launched, is an artificial intelligence-generated content (AIGC) tool that was designed especially for "architecture lovers". Top image: an AI-designed building in the style of SANAA.
Announcing the first Machine Unlearning Challenge
Google Research AI blog
JUNE 29, 2023
Posted by Fabian Pedregosa and Eleni Triantafillou, Research Scientists, Google Deep learning has recently driven tremendous progress in a wide array of applications, ranging from realistic image generation and impressive retrieval systems to language models that can hold human-like conversations. While this progress is very exciting, the widespread use of deep neural network models requires caution: as guided by Google’s AI Principles , we seek to develop AI technologies responsibly by understa
Busting Data Observability Myths
insideBIGDATA
JUNE 7, 2023
In this sponsored article, Rohit Choudhary, co-founder and CEO of Acceldata, breaks down four common myths and misconceptions around observability. In today’s economic climate, many companies are tightening their belts. They need solutions that help them run their business efficiently, smoothly, and reliably in order to maximize impact and keep customers happy.
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.
Introducing Snorkel’s Foundation Model Data Platform
Snorkel AI
JUNE 12, 2023
In 2007, Google researchers published a paper on a class of statistical language models they dubbed “large language models”, which they reported as achieving a new state of the art in performance. They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1. The key differentiator? They trained it on 100x the amount of data.
Twitter now requires an account to view tweets
Hacker News
JUNE 30, 2023
If you’re not logged into your Twitter account and try to view a tweet, you’ll be presented with a sign-in screen. And if you don’t want to have an account on the bird app, too bad!
AI: Large Language & Visual Models
KDnuggets
JUNE 8, 2023
This article discusses the significance of large language and visual models in AI, their capabilities, potential synergies, challenges such as data bias, ethical considerations, and their impact on the market, highlighting their potential for advancing the field of artificial intelligence.
Meet the robots attending the UN’s ‘AI for Good Global’ summit
JUNE 27, 2023
Some of the world’s leading human and robot minds are heading to the United Nations. At a UN summit in Geneva next week, tech luminaries ranging from futurist Ray Kurzweil and DeepMind COO Lila Ibrahim will discuss AI for good.
AlphaDev discovers faster sorting algorithms
DeepMind
JUNE 6, 2023
In our paper published today in Nature, we introduce AlphaDev, an artificial intelligence (AI) system that uses reinforcement learning to discover enhanced computer science algorithms – surpassing those honed by scientists and engineers over decades.
Book Review: The Kaggle Book/Workbook
insideBIGDATA
JUNE 23, 2023
Kaggle is an incredible resource for all data scientists. I advise my Intro to Data Science students at UCLA to take advantage of Kaggle by first completing the venerable Titanic Getting Started Prediction Challenge, and then moving on to active challenges. Kaggle is a great way to gain valuable experience with data science and machine learning. Now, there are two excellent books to lead you through the Kaggle process.
Introducing Snorkel’s Foundation Model Data Platform
Snorkel AI
JUNE 12, 2023
In 2007, Google researchers published a paper on a class of statistical language models they dubbed “large language models”, which they reported as achieving a new state of the art in performance. They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1. The key differentiator? They trained it on 100x the amount of data.
LLM Tech and a Lot More: Version 13.3 of Wolfram Language and Mathematica
Hacker News
JUNE 28, 2023
The Leading Edge of 2023 Technology … and Beyond Today we’re launching Version 13.3 of Wolfram Language and Mathematica —both available immediately on desktop and cloud. It’s only been 196 days since we released Version 13.2 , but there’s a lot that’s new, not least a whole subsystem around LLMs. Last Friday (June 23) we celebrated 35 years since Version 1.0 of Mathematica (and what’s now Wolfram Language).
5 Free Julia Books For Data Science
KDnuggets
JUNE 15, 2023
Discover the full potential of the Julia programming language for data analysis and modeling with a comprehensive guide that covers everything from its syntax to advanced techniques.
Get a clue, says panel about generative AI: it’s being “deployed as surveillance devices”
JUNE 22, 2023
Earlier today at a Bloomberg conference in San Francisco, some of the biggest names in AI turned up, including, briefly, Sam Altman of OpenAI, who just ended his two-month world tour, and Stability AI founder Emad Mostaque.
Optimising computer systems with more generalised AI tools
DeepMind
JUNE 6, 2023
Based on reinforcement learning, our AI models AlphaZero and MuZero have achieved superhuman performance winning games. Now, they’re expanding their capabilities to help optimise resources in data centres and advance video compression – and most recently, our specialised version of AlphaZero, called AlphaDev, discovered new algorithms that are already accelerating the software applications at the foundations of our digital society.
Small Business Owners Beginning to Turn to AI for Help with Everyday Tasks
insideBIGDATA
JUNE 7, 2023
Small business owners recognize the vast potential of generative artificial intelligence to help them grow, and some have started using it, yet many are hesitant about how best to use it, according to new survey results from GoDaddy (NYSE: GDDY), the company that helps entrepreneurs thrive.
Interactively fine-tune Falcon-40B and other LLMs on Amazon SageMaker Studio notebooks using QLoRA
AWS Machine Learning Blog
JUNE 29, 2023
Fine-tuning large language models (LLMs) allows you to adjust open-source foundational models to achieve improved performance on your domain-specific tasks. In this post, we discuss the advantages of using Amazon SageMaker notebooks to fine-tune state-of-the-art open-source models. We utilize Hugging Face’s parameter-efficient fine-tuning (PEFT) library and quantization techniques through bitsandbytes to support interactive fine-tuning of extremely large models using a single notebook instance.
NVIDIA H100 GPUs Set Standard for Generative AI in Debut MLPerf Benchmark
Hacker News
JUNE 27, 2023
Leading users and industry-standard benchmarks agree: NVIDIA H100 Tensor Core GPUs deliver the best AI performance, especially on the large language models ( LLMs ) powering generative AI. H100 GPUs set new records on all eight tests in the latest MLPerf training benchmarks released today, excelling on a new MLPerf test for generative AI. That excellence is delivered both per-accelerator and at-scale in massive servers.
How to Optimize SQL Queries for Faster Data Retrieval
KDnuggets
JUNE 12, 2023
Today, we’ll talk about why SQL query optimization is important and which techniques can be used to optimize it.
Tesla Dojo supercomputer is finally coming next month
JUNE 21, 2023
Tesla says its long-awaited Dojo supercomputer, which is supposed to bring its self-driving effort to a new level, is finally going into production next month. more… The post Tesla Dojo supercomputer is finally coming next month appeared first on Electrek.
RoboCat: A self-improving robotic agent
DeepMind
JUNE 19, 2023
Robots are quickly becoming part of our everyday lives, but they’re often only programmed to perform specific tasks well. While harnessing recent advances in AI could lead to robots that could help in many more ways, progress in building general-purpose robots is slower in part because of the time needed to collect real-world training data. Our latest paper introduces a self-improving AI agent for robotics, RoboCat, that learns to perform a variety of tasks across different arms, and then self-g
MLOps Landscape in 2023: Top Tools and Platforms
The MLOps Blog
JUNE 27, 2023
As you delve into the landscape of MLOps in 2023, you will find a plethora of tools and platforms that have gained traction and are shaping the way models are developed, deployed, and monitored. To provide you with a comprehensive overview, this article explores the key players in the MLOps and FMOps (or LLMOps) ecosystems, encompassing both open-source and closed-source tools, with a focus on highlighting their key features and contributions.
Introducing English as the New Programming Language for Apache Spark
databricks
JUNE 29, 2023
Introduction We are thrilled to unveil the English SDK for Apache Spark, a transformative tool designed to enrich your Spark experience. Apache Spark™.
SMS Phishers Harvested Phone Numbers, Shipment Data from UPS Tracking Tool
Hacker News
JUNE 22, 2023
The United Parcel Service (UPS) says fraudsters have been harvesting phone numbers and other information from its online shipment tracking tool in Canada to send highly targeted SMS phishing (a.k.a. “smishing”) messages that spoofed UPS and other top brands. The missives addressed recipients by name, included details about recent orders, and warned that those orders wouldn’t be shipped unless the customer paid an added delivery fee.
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