Sun.May 05, 2024

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30 Quick Numpy Tips and Tricks for Beginners

Analytics Vidhya

Introduction This guide focuses on mastering Python and NumPy, a powerful library for numerical computing. It offers 30 tips and tricks to enhance coding skills, covering foundational matrix operations and advanced statistical analysis techniques. Practical examples accompany each tip, allowing users to navigate complex data manipulations and scientific computations.

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More Prompting Techniques for Stable Diffusion

Machine Learning Mastery

The image diffusion model, in its simplest form, generates an image from the prompt. The prompt can be a text prompt or an image as long as a suitable encoder is available to convert it into a tensor that the model can use as a condition to guide the generation process. Text prompts are probably […] The post More Prompting Techniques for Stable Diffusion appeared first on MachineLearningMastery.com.

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LLMs Exposed: Are They Just Cheating on Math Tests?

Analytics Vidhya

Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. These models are designed to process and understand human language, enabling them to perform tasks such as question answering, language translation, and text generation. LLMs are typically trained on large datasets scraped from […] The post LLMs Exposed: Are They Just Cheating on Math Tests?

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MIT abandons use of DEI statements

Hacker News

DEI statements are affirmations made when you're applying for college admission, university jobs, or even science-society grants, recounting to the authorities your philosophy of "diversity, equity, and inclusion," your history of DEI activities, and how you will implement DEI initiatives if you get the admission/job/grant.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Is Coding Dead? Google’s CodeGemma 1.1 7B Explained

Analytics Vidhya

Introduction CodeGemma 7B is a specialized open code model built on top of Gemma, a family of language models developed by Google DeepMind. It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens […] The post Is Coding Dead? Google’s CodeGemma 1.1 7B Explained appeared first on Analytics Vidhya.

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Giant Compressed-Air Battery in the Australian Outback

Hacker News

Hydrostor, a leader in compressed air energy storage, aims to break ground on its first large-scale plant in New South Wales by the end of this year. It wants to follow that with an even bigger facility in California.

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How LLMs Work, Explained Without Math – Miguel Grinberg

Hacker News

I'm sure you agree that it has become impossible to ignore Generative AI (GenAI), as we are constantly bombarded with mainstream news about Large Language Models (LLMs).

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Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models

Machine Learning Research at Apple

Vision Foundation Models (VFMs) pretrained on massive datasets exhibit impressive performance on various downstream tasks, especially with limited labeled target data. However, due to their high inference compute cost, these models cannot be deployed for many real-world applications. Motivated by this, we ask the following important question, "How can we leverage the knowledge from a large VFM to train a small task-specific model for a new target task with limited labeled training data?

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Zero regrets: Firefox power user kept 7,500 tabs open for two years

Hacker News

Hazel, who prefers not to share her last name, is what you'd call a hardcore Firefox fan and self-proclaimed "tab hoarder." She recently posted a screenshot showing a mind-boggling 7,470 tabs open simultaneously in the Mozilla browser. Turns out, Firefox had some trouble restoring the gargantuan tab load initially, but.

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Gen AI Helps Developers Automate Writing Coding

Smart Data Collective

Automate coding tasks with Gen AI - the ultimate tool for developers to streamline writing and enhance productivity.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Recruiters Are Going Analog to Fight the AI Application Overload

Hacker News

Indeed and LinkedIn are incorporating more generative AI to improve the recruiting and job-hunting processes. Some recruiters are still unconvinced.

AI 181
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A local YouTube Q&A Engine using Llama.cpp and Microsoft Phi-3-Mini

Towards AI

Last Updated on May 7, 2024 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. The cheapest and easiest way for Video Question AnsweringImage by ChatGPT In my last blog about Microsoft-Phi-3-Mini, I discussed how Small language models (SLMs) like the Phi-3-Mini help with quick experimentations on a user’s local machine. In this blog, we’ll look at how we can prototype a VideoQA engine that runs locally using the Microsoft Phi-3-Mini model and llama-cpp-python.

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Visiting the annual Braun collectors fair

Hacker News

The Braun+Design Börse is an annual event and fair focusing on Braun products. Braun might not be the design icon it was 40 years ago, but starting in 1955, it profoundly impacted the design world, starting with its cooperation with the Ulm School of Design.

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Monitoring energy usage with smart plugs, Prometheus and Grafana

Hacker News

This post isn’t a detailed line-by-line tutorial on how to set up each individual piece of the setup as those types of guides tend to get out of date really easily, but if you know your way around Linux and the command line, then you can definitely replicate this setup on your own. Over the past few years I’ve been interested in learning about how much energy my computing setup and home appliances use.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Remnants of a Legendary Typeface Have Been Rescued from the River Thames

Hacker News

The Doves typeface was thrown into the water a century ago, following a dispute between its creators. Pieces of it are now on show in London.

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Rabbit R1 can be run on a Android device

Hacker News

Rabbit recently said their AI service can only be accessed on the R1 with its “very bespoke AOSP” firmware, but that isn’t true.

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In-Car Hydration and Urination Systems for Race Car Drivers

Hacker News

You've seen pit stop footage with crew members zipping tires on and off. But you may not have seen this thing being swapped out: That's a bottle filled with water, usually mixed with some combination of vitamins, minerals and/or glucose.

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Deep Reinforcement Learning: Zero to Hero

Hacker News

Deep Reinforcement Learning: Zero to Hero! Contribute to alessiodm/drl-zh development by creating an account on GitHub.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Helldivers 2 Removed from Purchase on Steam in over 150 Countries

Hacker News

The hits keep coming for Helldivers 2, as the PSN sign-in controversy has led to it being delisted from Steam in over 100 countries.

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US prepares to exempt AUKUS nations from ITAR

Hacker News

The US has begun to exempt Australia and the UK from ITAR restrictions for military technologies related to AUKUS.

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Council Bans Apostrophes on Street Signs to Avoid Database Issues

Hacker News

A North Yorkshire resident says the punctuation changes risk "everything going downhill"

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I was at the clapperboard for Orson Welles' drunk wine commercial (2021)

Hacker News

Orson Welles was always hard up for cash. Though he directed, co-wrote and starred in Citizen Kane — often regarded as the greatest film ever.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Machine unlearning: ML model minus the information to be unlearned

Hacker News

As our ML models today become larger and their (pre-)training sets grow to inscrutable sizes, people are increasingly interested in the concept of machine unlearning to edit away undesired things like private data, stale knowledge, copyrighted materials, toxic/unsafe content, dangerous capabilities, and misinformation, without retraining models from scratch.

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Drug resistant bacteria found on ISS mutating to become functionally distinct

Hacker News

In a new scientific paper funded by an Ames Space Biology grant, Principal Investigator Dr.

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A Useful Productivity Measure?

Hacker News

In my new role as VP of Engineering , there was one question I was dreading more than any other: “How are you measuring productivity?” I can’t fault the question. I mean, sure, I’d rather it be phrased about how I’m improving productivity, rather than how I’m measuring it, but fair enough. I need to be accountable for engineering productivity. There are real problems in the org, I do need to fix them, and I need to demonstrate that I’m doing so.

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Book people think they know why 9-year-olds stop reading for fun

Hacker News

It’s not the pandemic. It’s not (only) the Devices. So what causes the “decline by 9”?

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Understanding UMAP (2019)

Hacker News

UMAP is a new dimensionality reduction technique that offers increased speed and better preservation of global structure.

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Infini-Gram: Scaling unbounded n-gram language models to a trillion tokens

Hacker News

Are $n$-gram language models still relevant in this era of neural large language models (LLMs)? Our answer is yes, and we showcase their values in both text analysis and improving neural LLMs. This was done by modernizing $n$-gram LMs in two aspects. First, we train them at the same data scale as neural LLMs -- 5 trillion tokens. This is the largest $n$-gram LM ever built.

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Advance in light-based computing shows capabilities for future smart cameras

Hacker News

UCLA-developed experimental device quickly processes ambient light and demonstrates ability to reduce glare in images.

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The Bloody History of 'Deadline'

Hacker News

The term 'deadline' comes from the Civil War, when it referred to a line prisoners would be shot for crossing.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.