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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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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professionals

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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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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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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.

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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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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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More Trending

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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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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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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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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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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.

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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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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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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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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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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

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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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Legalizing Sports Gambling Was a Mistake

Hacker News

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

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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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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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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.

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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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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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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

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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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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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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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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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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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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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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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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?