Sat.Mar 23, 2024

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Transformer models: A guide to understanding different transformer architectures and their uses

Data Science Dojo

Natural language processing (NLP) and large language models (LLMs) have been revolutionized with the introduction of transformer models. These refer to a type of neural network architecture that excels at tasks involving sequences. While we have talked about the details of a typical transformer architecture, in this blog we will explore the different types of the models.

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Video Highlights: Open-Source LLM Libraries and Techniques — with Dr. Sebastian Raschka

insideBIGDATA

In this video presentation, our good friend Jon Krohn, Co-Founder and Chief Data Scientist at the machine learning company Nebula, sits down with industry luminary Sebastian Raschka to discuss his latest book, Machine Learning Q and AI, the open-source libraries developed by Lightning AI, how to exploit the greatest opportunities for LLM development, and what’s on the horizon for LLMs.

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Devika AI: An Open Source Alternative to Devin AI

Analytics Vidhya

Introduction Meet Devika AI: your new go-to buddy in the world of coding. It’s not your typical run-of-the-mill software; it’s here to shake things up! Picture this: you’ve got an idea, a spark of creativity, but you’re unsure how to translate it into code. That’s where Devika AI swoops in to save the day. You […] The post Devika AI: An Open Source Alternative to Devin AI appeared first on Analytics Vidhya.

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Opera sees big jump in EU users on iOS, Android after DMA update

Hacker News

Opera has reported a substantial 164% increase in new European Union users on iOS devices after Apple introduced a new feature to comply with the EU's Digital Markets Act (DMA). [.

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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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How to Make Money Using AI Tools? [14 Best Ways & Top Tools]

Analytics Vidhya

Introduction In the modern world, technology enables us to accomplish incredible feats, with Artificial Intelligence (AI) being a particularly thrilling aspect of this progress. AI tools are opening up fresh opportunities for individuals to earn money, regardless of whether they are business owners or seeking additional sources of income. Our guide demonstrates how you can […] The post How to Make Money Using AI Tools?

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Why don't humans have tails?

Hacker News

Humans’ closest primate relatives lost their tails about 25 million years ago, but exactly how has remained a mystery. A breakthrough in genetic research may finally offer answers.

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More Trending

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A Return to Blu-ray as Streaming Value Evaporates

Hacker News

The SVoD market has found its ceiling as streaming services continue to chip away value for consumers, it only gets worse from here. There's no better time for a return to physical media!

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Why fuzzing over formal verification?

Hacker News

By Tarun Bansal, Gustavo Grieco, and Josselin Feist We recently introduced our new offering, invariant development as a service. A recurring question that we are asked is, “Why fuzzing instead of formal verification?” And the answer is, “It’s complicated.

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A Spark Extinguished

Hacker News

At the height of the Great Famine in 1960, a group of students exiled to the countryside launched a magazine that dared to tell the truth. Their convictions, and the love they bore for one another, were put to the test.

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Jasmin Paris Becomes First Woman to Finish Hardest Race

Hacker News

The 2024 Barkley Marathons smashed records, with the first woman finisher, five finishers, and the first person to finish four times.

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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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Core I9 14900KF Breaks World Record, Almost Achieves 9.1GHz

Hacker News

With today's arrival of Intel's new Raptor Lake Refresh chips, a team of overclockers has already broken a world record with Intel's new i9-14900KF flagship, achieving a 9043.92 MHz CPU frequency world record run.

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A nostalgic look back at when the Internet still felt joyful

Hacker News

The new photobook “LAN Party” looks back at the era of online gaming, and gamers, in the 1990s and early ’00s — a time when web-based technology was in flux.

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Speaking without vocal cords, thanks to a new AI-assisted wearable device

Hacker News

The adhesive neck patch is the latest advance by UCLA bioengineers in speech technology for people with disabilities.

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New Aztec Codices Discovered: The Codices of San Andrés Tetepilco

Hacker News

The recent announcement of the discovery of three new Aztec codices is covered here for the English-speaking public.

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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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The Eider Keepers

Hacker News

An age-old tradition in Norway illuminates the bonds between wild ducks, wild places, and the people who care for both.

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The Immortal Jellyfish (2015)

Hacker News

Thje tiny jellyfish Turritopsis dohrnii actually reverts to a previous stage of development - becoming a polyp - after experiencing damage or starvation.

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Most CO2 emissions were in the last 30 years

Hacker News

This graph shows that not only has humanity not succeeded in reducing emissions following warnings on climate change in the late 1980s and 90s, but the emissions have also grown substantially, and we have now emitted as much since 1990 as in all of history before that time.

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Bunk beds in aircraft cabins: the realistic prospects

Hacker News

How can you give passengers more space without reducing seat count? In theory, the only way is up. But what are the true prospects for bunk beds returning to the skies?

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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Oxide Cloud Computer. No Cables. No Assembly. Just Cloud

Hacker News

Servers as they should be. Hardware, with the software baked in, for running infrastructure at scale.

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Sheets of Graph Paper Were Used to Design Super Mario Bros

Hacker News

More than 6 million courses have been created for Super Mario Maker, a video game where players can create their own game levels with all of the.

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D2 Playground

Hacker News

An online runner to play, learn, and create with D2, the modern diagram scripting language that turns text to diagrams.

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The secret weapon of Bash power users

Hacker News

IFor vi enthusiasts, the familiar keystrokes can now extend to the Bash shell. Navigate your command history, edit lines with ease, and leverage the power of vi without leaving your terminal. This guide explores the benefits and simple setup process for enabling vi mode in Bash.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Startup Founder Wants to Sell Cocaine

Hacker News

Bill Panagiotakopoulos says legalizing hard drugs is the future. Experts say he’s misguided.

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See a Fish? Ring the Bell

Hacker News

Soms moeten vissen lang wachten bij de Weerdsluis, omdat de sluisdeuren in het voorjaar niet vaak open gaan. Daar hebben we iets op bedacht.

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Feedle: A search engine for blogs and podcasts

Hacker News

A search engine for blogs and podcasts, where every search is an RSS feed.

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Butterflies Full of Wasps Full of Microwasps Are a Science Nightmare (2021)

Hacker News

This piece was originally published in The Guardian and appears here as part of our Climate Desk collaboration.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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On Microsoft, the U.S. Government Must Embrace the Stick

Hacker News

The latest edition of the Seriously Risky Business cybersecurity newsletter, now on Lawfare.

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Doubts grow about the biosignature approach to alien-hunting

Hacker News

Recent controversies bode ill for the effort to detect life on other planets by analyzing the gases in their atmospheres.

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Solving the Nerd-Sniping Problem: When Electronics Meets Heat Equations

Hacker News

I recently stumbled upon this exciting problem from XKCD, aptly named as the Nerd-Sniping Problem: True to its name, it successfully managed to derail me from whatever it was that I was doing. The problem itself is quite curious, we have to find resistance between two points in an infinite lattice of ideal 1-ohm resistors.

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Why "Freakonomics" failed to transform economics

Hacker News

The approach was fun, but has fallen out of favour

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.