Thu.Sep 26, 2024

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7 Steps to Mastering Coding for Data Science

KDnuggets

Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data scientist, therefore, becoming proficient in coding is essential. Especially for handling and analyzing.

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Getting Started With Meta Llama 3.2

Analytics Vidhya

Introduction A few months ago, Meta released its AI model, LLaMA 3.1(405 Billion parameters), outperforming OpenAI and other models on different benchmarks. That upgrade was built upon the capabilities of LLaMA 3, introducing improved reasoning, advanced natural language understanding, increased efficiency, and expanded language support. Now, again focusing on its “we believe openness drives innovation […] The post Getting Started With Meta Llama 3.2 appeared first on Analytics Vidhya.

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Fundamentals of Effective Prompt Engineering

KDnuggets

The launch of foundational models, popularly called Large Language Models (LLMs), created new ways of working – not just for the enterprises redefining the legacy ways of doing business, but also for the developers leveraging these models. The remarkable ability of these models to comprehend and respond in human-like language has given rise to.

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Honeycomb Sweetens ‘Frontend’ Web Observability

Adrian Bridgwater for Forbes

Cloud technology offering for web application debugging & optimization for software engineering teams to gain data-driven precision.

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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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How to Create Interactive Visualizations in R

KDnuggets

Traditional static charts are useful, but interactive visuals offer more flexibility. They allow users to explore data, zoom in on details, and see changes over time. R has several packages that can be used to create interactive visualizations like tables, charts and maps. Getting Started To create interactive visualizations in R, you need.

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How to Work with Nvidia Nemotron-Mini-4B-Instruct?

Analytics Vidhya

Introduction Nvidia launched the latest Small Language Model (SLM) called Nemotron-Mini-4B-Instruct. SLM is the distilled, quantized, fine-tuned version of the larger base model. SLM is primarily developed for speed and on-device deployment.Nemotron-mini-4B is a fine-tuned version of Nvidia Minitron-4B-Base, which was a pruned and distilled version of Nemotron-4 15B.

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Small Language Models for Your Team’s Everyday Tasks

Analytics Vidhya

Introduction Just imagine you need to take a glass of water from your kitchen. You could design a complex robot to bring you a glass of water— wait! That would be too much. What would you do instead? You would simply use your hands–it’s easier and more efficient. Similar to how you would prefer using […] The post Small Language Models for Your Team’s Everyday Tasks appeared first on Analytics Vidhya.

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Building 3 Fun AI Applications with ControlFlow

Machine Learning Mastery

The AI industry is rapidly advancing towards creating solutions using large language models (LLMs) and maximizing the potential of AI models. Companies are seeking tools that seamlessly integrate AI into existing codebases without the hefty costs associated with hiring professionals and acquiring resources. This is where Controlflow comes into play.

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Handling NULL Values in SQL

Analytics Vidhya

Introduction In the world of databases, NULL values can often feel like the proverbial black sheep. They represent missing, undefined, or unknown data, and can pose unique challenges in data management and analysis. Imagine you’re analyzing a sales database, and some entries lack customer feedback or order quantities. Understanding how to effectively handle NULL values […] The post Handling NULL Values in SQL appeared first on Analytics Vidhya.

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Betterworks Elevates Privacy and Reduces Performance Management Tasks With Launch of LLM and AI-Assisted Tools

insideBIGDATA

Bringing together advanced technology and design to boost engagement and performance. Betterworks, a leading performance management software company, is making more strides towards integrating GenAI capabilities responsibly and purposefully throughout the performance review management process with the launch of its private Large Language Model (LLM) to power its award-winning AI tools.

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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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Why Google paid $2.7 billion to reclaim its lost AI genius

Dataconomy

In a powerful and strategic initiative, Google has invested $2.7 billion to bring Noam Shazeer and Daniel De Freitas, the founders of AI startup Character.AI, back to Google. The announcement in August not only licensed Google to Character.AI’s leading technology but also brought Shazeer and De Freitas back to Google, where they will focus on AI work, particularly the future AI model Gemini.

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Combatting Non-Human Engagement: Maximizing Campaign Success by Fighting Profit-Siphoning Bots

insideBIGDATA

In this contributed article, Mathew Ratty, CEO of Adveritas, discusses how the proliferation of AI has led to a flood of non-human engagement online, with AI powered bots making it easier than ever for fraudsters to infiltrate and drain ad budgets. Marketers need to take action now or risk a continued loss of profits.

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Behind OpenAI's plan to make A.I. flow like electricity

Hacker News

Sam Altman, OpenAI’s chief executive, is talking to the United Arab Emirates, Asian chipmakers and U.S. officials to expand the computing power needed to build artificial intelligence.

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Domino and NetApp Unite Enterprise Data and AI to Unlock Transformational Innovation

insideBIGDATA

Domino Data Lab, provider of a leading Enterprise AI Platform trusted by the largest AI-driven companies, and NetApp, the intelligent data infrastructure company, announced a strategic collaboration to help enterprises unlock AI’s full transformative power using NetApp’s advanced hybrid file storage technology in Domino.

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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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Legalizing Sports Gambling Was a Mistake

Hacker News

The evidence is convincing: The betting industry is ruining lives.

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How AlphaChip transformed computer chip design

DeepMind

Our AI method has accelerated and optimized chip design, and its superhuman chip layouts are used in hardware around the world. AlphaChip was one of the first reinforcement learning approaches.

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Stem cells reverse woman's diabetes – a world first

Hacker News

She is the first person with type 1 diabetes to receive this kind of transplant. She is the first person with type 1 diabetes to receive this kind of transplant.

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Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments

Machine Learning Research at Apple

*Equal Contributors To deploy machine learning models on-device, practitioners use compression algorithms to shrink and speed up models while maintaining their high-quality output. A critical aspect of compression in practice is model comparison, including tracking many compression experiments, identifying subtle changes in model behavior, and negotiating complex accuracy-efficiency trade-offs.

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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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Over 300 New 'Nazca Lines' Geoglyphs Have Been Revealed by AI

Hacker News

A team of archaeologists using advanced AI software have identified over 300 previously identified Nazca Lines geoglyphs.

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Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study

AWS Machine Learning Blog

Video generation has become the latest frontier in AI research, following the success of text-to-image models. Luma AI’s recently launched Dream Machine represents a significant advancement in this field. This text-to-video API generates high-quality, realistic videos quickly from text and images. Trained on the Amazon SageMaker HyperPod , Dream Machine excels in creating consistent characters, smooth motion, and dynamic camera movements.

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RCE Vulnerability Discovered in Cups

Hacker News

CUPS disclosure leaked online. Not my report. The original author is @evilsocket - cups-browsed.

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AI Agents Will Be The Key To Achieving ROI From AI

MoorInsights for Forbes

AI agents are emerging as a crucial type of application for enterprises looking to derive more value from their AI investments in the near term.

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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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Attacking Unix Systems via Cups, Part I

Hacker News

Hello friends, this is the first of two, possibly three (if and when I have time to finish the Windows research) writeups. We will start with targeting GNU/Linux systems with an RCE.

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GenAI for Aerospace: Empowering the workforce with expert knowledge on Amazon Q and Amazon Bedrock

AWS Machine Learning Blog

Aerospace companies face a generational workforce challenge today. With the strong post-COVID recovery, manufacturers are committing to record production rates, requiring the sharing of highly specialized domain knowledge across more workers. At the same time, maintaining the headcount and experience level of the workforce is increasingly challenging, as a generation of subject matter experts (SMEs) retires and increased fluidity characterizes the post-COVID labor market.

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PostgreSQL 17

Hacker News

The [PostgreSQL Global Development Group]([link] today announced the release of [PostgreSQL 17]([link] the latest version of the world's most advanced …

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Teaching RAG to “Remember”: How MemoRAG Enhances Question-Answering Through Memory

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Florian June Originally published on Towards AI. Underlying Principles, Source Code, and Insights This member-only story is on us. Upgrade to access all of Medium. Existing RAG systems are limited in handling complex or ambiguous information needs that cannot be directly retrieved from external databases.

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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.

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Millions of Vehicles Could Be Hacked and Tracked Thanks to a Simple Website Bug

Hacker News

Researchers found a flaw in a Kia web portal that let them track millions of cars, unlock doors, and start engines at will—the latest in a plague of web bugs that’s affected a dozen carmakers.

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A Practical Approach to Using Web Data for AI and LLMs

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. As businesses and researchers work to advance AI models and LLMs, the demand for high-quality, diverse, and ethically sourced web data is growing rapidly. If you’re working on AI applications or building with large language models (LLMs), you already know that access to the right data is crucial.

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Devs gaining little (if anything) from AI coding assistants

Hacker News

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. Many developers say AI coding assistants make them more productive, but a recent study set forth to measure their output and found no significant gains. Use of GitHub Copilot also introduced 41% more bugs, according to the study from Uplevel, a company providing insights from coding and collaboration data.

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Artificial Intelligence and Consciousness

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Fatma Elik Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by K. Mitch Hodge on Unsplash Socrates is a man, all men are mortal, therefore, Socrates is mortal. Is there any syllogism in this statement? Yes. However, in Aristotle’s rules of logic, there may be some missing parts.

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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.