10 Free Resources to Learn LLMs
KDnuggets
AUGUST 23, 2024
Learn large language models with these free resources from Deeplearning.AI, Microsoft, AWS, and more.
Fri.Aug 23, 2024
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ChatGPT-4 vs. Llama 3.1 – Which Model is Better?
Analytics Vidhya
AUGUST 23, 2024
Introduction Artificial Intelligence has seen remarkable advancements in recent years, particularly in natural language processing. Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1. Both are designed to understand and generate human-like text, making them valuable tools for various applications, from customer support to content creation.
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A Gentle Introduction to Bayesian Statistics
Machine Learning Mastery
AUGUST 23, 2024
Bayesian statistics constitute one of the not-so-conventional subareas within statistics, based on a particular vision of the concept of probabilities. This post introduces and unveils what bayesian statistics is and its differences from frequentist statistics, through a gentle and predominantly non-technical narrative that will awaken your curiosity about this fascinating topic.
What are Frameworks in Python?
Analytics Vidhya
AUGUST 23, 2024
Introduction Imagine you’re building a new skyscraper. You wouldn’t start without a blueprint, right? Similarly, when developing software, having the right framework is crucial. In the vast world of Python, frameworks act as those blueprints, guiding developers through the construction process. They provide a structured foundation, so you can focus on creating impressive, functional applications. […] The post What are Frameworks in Python?
What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
How AI Enhances Government Payment Processes – Survey Reveals Critical Inefficiencies
insideBIGDATA
AUGUST 23, 2024
In this contributed article, Niko Spyridonos, CEO and Founder of Autoagent Data Solutions, discusses local governments and their use of AI and automation technologies. Niko is a strong proponent of such systems and he has some government survey data that shows we need to move deeper in this area.
Don’t Miss this Anthropic’s Prompt Engineering Course in 2024
Analytics Vidhya
AUGUST 23, 2024
Introduction Prompt Engineering has been a hot topic in 2024, with the rapid advancement of Generative AI driving learners to skill up in this competitive field. Mastering prompt engineering is like having the keys to a powerful machine that can transform ideas into reality. While many prompt engineering courses are available, they often lack practicality […] The post Don’t Miss this Anthropic’s Prompt Engineering Course in 2024 appeared first on Analytics Vidhya.
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How To Use Docker Volumes for Persistent Data Storage
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AUGUST 23, 2024
Learn how to use Docker volumes to ensure data persistence when working with Docker.
Elon Musk was just forced to reveal who owns X. Here's the list
Hacker News
AUGUST 23, 2024
Organizations linked to Bill Ackman, Larry Ellison, and Sean Combs (a.k.a. Diddy) were mentioned in the filing.
Order From Chaos (Engineering), A Means To Harness IT Reliability
Adrian Bridgwater for Forbes
AUGUST 23, 2024
Chaos engineering is a scientific method & software application development practice involving the injection of (known & controlled) failures into an application stack.
'Megalopolis' Trailer's Fake Critic Quotes Were AI-Generated
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AUGUST 23, 2024
Lionsgate has dropped the marketing consultant who included AI-generated quotes from critics in the latest "Megalopolis" trailer.
Agent Tooling: Connecting AI to Your Tools, Systems & Data
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Leveraging Annotation Tools for Accessible Web Design: A Guide for Inclusivity
Smart Data Collective
AUGUST 23, 2024
AI technology can do a lot to help make web design more inclusive and help people with disabilities use websites more easily.
AI photo editing raises trust issues in photography
Hacker News
AUGUST 23, 2024
The photograph is now meaningless as evidence. We are not prepared.
Data GIF Maker lets you make animated GIFs with data
FlowingData
AUGUST 23, 2024
The Data GIF Maker is a fun tool from Google that lets you add movement to a handful of straightforward charts. Enter up to five values and select from four chart types. Get a downloadable GIF that you can stick in a presentation. Here’s a small example for a stacked bar with two values: The charts are simple and the animations are just bringing the data into view.
OpenSSH Backdoors
Hacker News
AUGUST 23, 2024
Imagine this: an OpenSSH backdoor is discovered, maintainers rush to push out a fixed release package, security researchers trade technical details on mailing lists to analyze the backdoor code. Speculation abounds on the attribution and motives of the attacker, and the tech media pounces on the story.
How to Modernize Manufacturing Without Losing Control
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Tracking time wasted scrolling
FlowingData
AUGUST 23, 2024
Ben Grosser made a personal mini-site that indicates whether or not he’s on TikTok : Stuck in the Scroll is a compulsive scrolling monitor that reveals, in real-time, whether I’m currently scrolling TikTok. Think of this work as a last-ditch effort, a sort of public confessional as therapeutic tool aimed at defusing the intense compulsion I feel every day to endlessly scroll the world’s most popular video app.
Microsoft formally deprecates the 39-year-old Windows Control Panel
Hacker News
AUGUST 23, 2024
The Settings app has taken over, but Control Panels aren't going anywhere yet.
Revolutionizing physics: How AI is transforming research and discovery
Dataconomy
AUGUST 23, 2024
The convergence of artificial intelligence (AI) and physics is heralding a new era of scientific discovery and innovation. As researchers harness the power of AI, they are uncovering new insights and solving complex problems at an unprecedented pace. This article dives into how AI is revolutionizing various branches of physics, transforming theoretical and experimental research, and shaping the future of the field.
Companies ground Microsoft Copilot over data governance concerns
Hacker News
AUGUST 23, 2024
Securiti's Jack Berkowitz polled 20-plus CDOs, and half have hit pause
Automation, Evolved: Your New Playbook for Smarter Knowledge Work
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
AI Assistants for software engineers
Dataconomy
AUGUST 23, 2024
AI assistants are rapidly transforming the software development landscape, empowering engineers to write code more efficiently than ever before. In this interview, we’ll explore some of the top AI tools with a seasoned mobile developer Ilia Zadiabin , who shares his insights on how these tools are revolutionizing the way software is built in 2024.
Embracing Data and Emerging Technologies for Quality Management Excellence
Dataversity
AUGUST 23, 2024
In today’s rapidly evolving business landscape, the role of quality management (QM) is undergoing a significant transformation. No longer just a compliance checkbox, QM is emerging as a strategic asset that can drive continuous improvement and operational excellence. This shift is largely propelled by the adoption of intelligent technologies and the strategic use of data, […] The post Embracing Data and Emerging Technologies for Quality Management Excellence appeared first on DATAVERSITY.
Guy Davenport–The Last High Modernist
Hacker News
AUGUST 23, 2024
In the essays collected in Geography of the Imagination, one can glimpse the inner workings of the mind of a 20th-century literary genius.
How to Achieve High-Accuracy Results When Using LLMs
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Leveraging file compression for enhanced cybersecurity in remote work environments
Dataconomy
AUGUST 23, 2024
A new age of remote work has brought disruptive change to the business environment like never before. As organizations tailor themselves to this paradigm shift, cybersecurity is a major concern. Protecting sensitive information within distributed workplaces poses unique risks. One way that is often overlooked but highly effective at improving cybersecurity is file compression.
Meta cancels high-end mixed reality headset after Apple Vision Pro struggles
Hacker News
AUGUST 23, 2024
Meta has canceled work on a high-end mixed reality headset that it was developing to compete with the Apple Vision Pro, reports The Information. Meta.
Why scikit-learn isn’t the Best for Visualizing Decision Trees: Meet dtreeviz
Towards AI
AUGUST 23, 2024
Last Updated on September 2, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. Fall in Love with Decision Trees with dtreeviz’s Visualization This member-only story is on us. Upgrade to access all of Medium. Decision Trees, also known as CART (Classification and Regression Trees), are undoubtedly one of the most intuitive algorithms in the machine learning space, thanks to their simplicity.
What Lasts and (Mostly) Doesn't Last
Hacker News
AUGUST 23, 2024
On the books that are remembered, rejected, repudiated, and rediscovered,
Maximizing Profit and Productivity: The New Era of AI-Powered Accounting
Speaker: Yohan Lobo and Dennis Street
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Simplifying LLM Development: Treat It Like Regular ML
Towards AI
AUGUST 23, 2024
Last Updated on September 2, 2024 by Editorial Team Author(s): Ori Abramovsky Originally published on Towards AI. Photo by Daniel K Cheung on Unsplash Large Language Models (LLMs) are the latest buzz, often seen as both exciting and intimidating. Many data scientists I’ve spoken with agree that LLMs represent the future, yet they often feel that these models are too complex and detached from the everyday challenges faced in enterprise environments.
Is your website Secure!
Hacker News
AUGUST 23, 2024
Test your website security and get a comprehensive security report card.
The Data Science Mentor
Towards AI
AUGUST 23, 2024
Last Updated on September 2, 2024 by Editorial Team Author(s): Alessandro Romano Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Susan Q Yin on Unsplash We all had a mentor. Sometimes, it is a parent or just someone who dropped in your life at the right time and gave you the tools to achieve something great you always wanted to achieve.
Lactate helps cancer cells resist chemotherapy
Hacker News
AUGUST 23, 2024
The molecule lactate is a waste product of the metabolism of sugar without oxygen — a metabolic pathway preferentially used by cancer cells to generate their energy. Metabolomics analysis reveals that lactate in tumour cells promotes resistance to chemotherapy, and sheds light on the molecular mechanism that underlies this unexpected role of lactate in cancer.
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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