10 ChatGPT Projects Cheat Sheet
SEPTEMBER 20, 2023
KDnuggets' latest cheat sheet covers 10 curated hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.
Sat.Sep 16, 2023 - Fri.Sep 22, 2023
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Machine Learning Experiment Tracking Using MLflow
Analytics Vidhya
SEPTEMBER 22, 2023
Introduction The area of machine learning (ML) is rapidly expanding and has applications across many different sectors. Keeping track of machine learning experiments using MLflow and managing the trials required to construct them gets harder as they get more complicated. This can result in many problems for data scientists, such as: Given the above challenges, […] The post Machine Learning Experiment Tracking Using MLflow appeared first on Analytics Vidhya.
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Getting Started with Scikit-learn in 5 Steps
KDnuggets
SEPTEMBER 16, 2023
This tutorial offers a comprehensive hands-on walkthrough of machine learning with Scikit-learn. Readers will learn key concepts and techniques including data preprocessing, model training and evaluation, hyperparameter tuning, and compiling ensemble models for enhanced performance.
FEMA and FCC Plan Nationwide Emergency Alert Test for Oct. 4, 2023
Hacker News
SEPTEMBER 22, 2023
FEMA, in coordination with the Federal Communications Commission (FCC), will conduct a nationwide test of the Emergency Alert System (EAS) and Wireless Emergency Alerts (WEA) this fall.
Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It
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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.
How much energy does AI use compared to humans? Surprising study ignites controversy
SEPTEMBER 22, 2023
AI’s carbon footprint is no open-and-shut case, according to scientists from the University of California-Irvine and MIT, who published a paper earlier this year on the open access site arXiv.
Life Expectancy of Pets
FlowingData
SEPTEMBER 19, 2023
When looking into getting a pet, it’s important to consider life expectancy. You probably don’t want to accidentally sign up for a twenty-year commitment with an impulse adoption at the pet store. That’s a bad deal for you and the animal.
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Auto-Regressive Next-Token Predictors Are Universal Learners
Hacker News
SEPTEMBER 22, 2023
Large language models display remarkable capabilities in logical and mathematical reasoning, allowing them to solve complex tasks. Interestingly, these abilities emerge in networks trained on the simple task of next-token prediction. In this work, we present a theoretical framework for studying auto-regressive next-token predictors. We demonstrate that even simple models such as linear next-token predictors, trained on Chain-of-Thought (CoT) data, can approximate any function efficiently compute
Artificial Intelligence Could Finally Let Us Talk with Animals
SEPTEMBER 20, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
0-days exploited by commercial surveillance vendor in Egypt
Hacker News
SEPTEMBER 22, 2023
Last week Google’s Threat Analysis Group (TAG), in partnership with The Citizen Lab, discovered an in-the-wild 0-day exploit chain for iPhones. Developed by the commercial surveillance vendor, Intellexa, this exploit chain is used to install its Predator spyware surreptitiously onto a device.In response, yesterday, Apple patched the bugs in iOS 16.7 and iOS 17.0.1 as CVE-2023-41991, CVE-2023-41992, CVE-2023-41993.
Suppressing negative thoughts may be good for mental health after all
Hacker News
SEPTEMBER 21, 2023
Researchers at the Medical Research Council (MRC) Cognition and Brain Sciences Unit trained 120 volunteers worldwide to suppress thoughts about negative events that worried them, and found that not
The Project Clinic: Assessing Project Health, Planning, and Execution
Speaker: Ketan Jahagirdar
Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.
The Equinox Is Not What You Think It Is
Hacker News
SEPTEMBER 22, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
The Design System Ecosystem
Hacker News
SEPTEMBER 22, 2023
What does a mature, end-to-end design system look like in a big, complex organization? What are all the moving pieces, and how do they hang together as a well-considered architecture? What's required and what's optional? Hold onto your butts, because we're going to go deep on this one.
Elegant and powerful new result that seriously undermines large language models
Hacker News
SEPTEMBER 22, 2023
Wowed by a new paper I just read and wish I had thought to write myself. Lukas Berglund and others, led by Owain Evans, asked a simple, powerful, elegant question: can LLMs trained on A is B infer automatically that B is A?
Integrated Information Theory labelled pseudoscience
Hacker News
SEPTEMBER 20, 2023
Researchers publicly call out theory that they say is not well supported by science, but that gets undue attention. Researchers publicly call out theory that they say is not well supported by science, but that gets undue attention.
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage
Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr
Tesla buys German railway line, now hosting passenger trains
Hacker News
SEPTEMBER 20, 2023
BERLIN — Electric vehicle maker Tesla has opened its railway line east of Berlin to passenger trains designed for use by workers at its new ‘Gigafactory’ east of the German capital. Trains started running on Sept. 4, and are free of charge and available to all passengers whether Tesla employees or not.
UK Parliament undermined the privacy, security, freedom of all internet users
Hacker News
SEPTEMBER 20, 2023
The U.K. Parliament has passed the Online Safety Bill (OSB), which says it will make the U.K. “the safest place” in the world to be online. In reality, the OSB will lead to a much more censored, locked-down internet for British users. The bill could empower the government to undermine not just the privacy and security of U.K. residents, but internet users worldwide.
Cisco pulled out of SentinelOne acquisition after due diligence
Hacker News
SEPTEMBER 21, 2023
The global IT giant was on the verge of acquiring the cybersecurity firm when it discovered inaccuracies in its ARR, which SentinelOne ultimately announced when it published its first quarter results in early June
Wine's True Origins Are Finally Revealed
Hacker News
SEPTEMBER 21, 2023
Scientific American is the essential guide to the most awe-inspiring advances in science and technology, explaining how they change our understanding of the world and shape our lives.
Leading the Development of Profitable and Sustainable Products
Speaker: Jason Tanner
While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.
Hominins built with wood 476,000 years ago
Hacker News
SEPTEMBER 22, 2023
Understanding the timeline of technological developments sheds light on early societies. A remarkable finding in Africa of a structure made from shaped wood provides clues about our hominin relatives. Ancient hand-crafted wooden structures excavated in Zambia.
Why We're Pulling Our Recommendation of Wyze Security Cameras
Hacker News
SEPTEMBER 20, 2023
Wyze doesn’t appear to understand its responsibilities when dealing with customer security and privacy. So we’re pulling our endorsement of Wyze cameras until it chooses to do better.
STAT+: They carry a gene for ALS but aren’t sick. What does medical research owe them?
Hacker News
SEPTEMBER 21, 2023
Nine months after her mom died of ALS, Jean Swidler walked into a doctor’s office at Columbia University and asked to learn her own fate. A genetic counselor swabbed her cheek or took a blood sample — Swidler can’t remember which — and called the next month. Gently, the counselor told her she had the same mutation as her mom.
The Bloomsbury Group is back in Vogue
Hacker News
SEPTEMBER 20, 2023
The bohemian English circle that included Virginia Woolf, Duncan Grant, and Vanessa Bell revolted against Victorian formality—and their casually ornamental style is inspiring designers today.
Navigating the Future: Generative AI, Application Analytics, and Data
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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?
Quantum Resistance and the Signal Protocol
Hacker News
SEPTEMBER 19, 2023
The Signal Protocol is a set of cryptographic specifications that provides end-to-end encryption for private communications exchanged daily by billions of people around the world. After its publication in 2013, the Signal Protocol was adopted not only by Signal but well beyond. Technical informat.
The Physical Process That Powers a New Type of Generative AI
SEPTEMBER 19, 2023
Some modern image generators rely on the principles of diffusion to create images. Alternatives based on the process behind the distribution of charged particles may yield even better results.
Windows Subsystem for Linux gets new 'mirrored' network mode
Hacker News
SEPTEMBER 19, 2023
Microsoft has released Windows Subsystem for Linux (WSL) 2.0.0 with a set of new opt-in experimental features, including a new network mode and automated memory and disk size cleanup.
X-ray laser will ‘film’ chemical reactions in unprecedented detail
Hacker News
SEPTEMBER 19, 2023
Upgraded laser in California will produce one million X-ray pulses per second to study ultrafast processes at the atomic level. Upgraded laser in California will produce one million X-ray pulses per second to study ultrafast processes at the atomic level.
Get Better Network Graphs & Save Analysts Time
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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.
Paint on Windows is getting layers and transparency support
Hacker News
SEPTEMBER 18, 2023
Hello Windows Insiders, Today we are beginning to roll out an update for the Paint app to Windows Insiders in the Canary and Dev Channels (version 11.2308.18.0 or higher). With this update, we are introducing support for layers and transparency!
38TB of data accidentally exposed by Microsoft AI researchers
Hacker News
SEPTEMBER 18, 2023
Wiz Research found a data exposure incident on Microsoft’s AI GitHub repository, including over 30,000 internal Microsoft Teams messages – all caused by one misconfigured SAS token
How Equifax Was Breached in 2017
Hacker News
SEPTEMBER 20, 2023
On a Saturday night, a security engineer at Equifax was updating an SSL certificate on a Network Intrusion Detection System (NIDS). Immediately after, suspicious connections were detected. After a more in-depth investigation, it became evident that the situation was far graver than anticipated. A service had to be promptly shut down to prevent further exploitation, but by that point, the damage was already done.
Large Language Models for Compiler Optimization
Hacker News
SEPTEMBER 17, 2023
We explore the novel application of Large Language Models to code optimization. We present a 7B-parameter transformer model trained from scratch to optimize LLVM assembly for code size. The model takes as input unoptimized assembly and outputs a list of compiler options to best optimize the program. Crucially, during training, we ask the model to predict the instruction counts before and after optimization, and the optimized code itself.
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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