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.

Analytics 281
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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.

AI 243
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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.

Analytics 272
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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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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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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.

AI 221

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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.

AI 221
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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.

AI 253
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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.

Analytics 245
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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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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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Data Science and Analytics in Personalized Healthcare: Progress and Prospects

KDnuggets

Healthcare services are no longer limited to one-size-fits-all approaches applicable to every patient. Instead, there has been a gradual shift towards more individualized and patient-centered solutions. Accordingly, personalized healthcare aims to provide patients with treatments and medical assistance that are tailored to their unique health status, medical history, and lifestyle: simply put, tailored to their.

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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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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.

AI 203
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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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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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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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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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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.

AI 154
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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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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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CopyCopter.ai can be your self-service short video tool

Dataconomy

CopyCopter.ai might be one of the most feature-rich AI tools we have used in a while. Instagram, TikTok, and YouTube are full of AI-made videos, and it’s hard to miss them. Anyone watching can almost immediately tell they’re AI-made—whether it’s the pacing, the robotic narration, or the somewhat stiff visuals, they stand out. But as AI video generators evolve, we’re going to reach a point where these tools will create content that’s nearly indistinguishable from human-made videos.

AI 103
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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.

AI 182
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OpenAI’s CTO Mira Murati quits as executive exodus continues

Dataconomy

Mira Murati, the Chief Technology Officer of OpenAI and an important contributor to the AI upsurge has resigned after more than six years at the company. With a groundbreaking portfolio that includes ChatGPT and DALL-E, Murati announced her choice to resign to start her new ventures. With her departure, OpenAI is at a key point as the business deals with a string of executive resignations and works towards raising $6.5 billion in fresh capital.

AI 103
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New standards for a faster and more private Internet

Hacker News

Cloudflare's customers can now take advantage of Zstandard (zstd) compression, offering 42% faster compression than Brotli and 11.3% more efficiency than GZIP. We're further optimizing performance for our customers with HTTP/3 prioritization and BBR congestion control, and enhancing privacy through Encrypted Client Hello (ECH).

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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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.

AI 126
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Nardwuar on His Best and Worst Interviews

Hacker News

Nardwuar interviews Questlove (2013) - 9 MIN Version! Watch the *full* 46 min Version here [link] This all happened at Killjoy Barbers in Vancouver, BC, Canada! [link] Thanks to Kris Krug for the photos & Justin Leigh & Jay Swing for the extra footage!

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Why did the Rabbit R1 struggle to deliver?

Dataconomy

The Rabbit R1 that was picked as a revolutionary AI gadget after its splash at CES 2024 turned out to give a painful lesson in the AI hardware dynamics. Although R1 started well with a vision announced by its founder Jesse Lyu this social media application has stagnated, and as of five months after its launch only 5,000 of the registered 100,000 users actually use R1.

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A pilot project in universal algebra to explore new ways to collaborate

Hacker News

Traditionally, mathematics research projects are conducted by a small number (typically one to five) of expert mathematicians, each of which are familiar enough with all aspects of the project that…

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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SAS Software - Untitled Article

SAS Software

IA en seguridad pública podría ser una realidad en nueva administración presidencial: SAS Con el cambio de administración en México, la seguridad pública vuelve a ocupar un lugar central en la agenda política. Sin embargo, este sexenio tiene una oportunidad única que no ha existido en el pasado: la implementación [.] The post appeared first on SAS Blogs.

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It's hard to write code for computers, but it's even harder to write code for humans

Hacker News

Writing code for a computer is hard enough. You take something big and fuzzy, some large vague business outcome you want to achive. Then you break it down recursively and think about all the cases until you have clear logical statements a computer can follow. Computers are very good at following logical statements. Now, let's crank it up a notch. Let's try to write code for humans !

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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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AWS Nitro Enclaves: Attack Surface

Hacker News

By Paweł Płatek In the race to secure cloud applications, AWS Nitro Enclaves have emerged as a powerful tool for isolating sensitive workloads. But with great power comes great responsibility—and potential security pitfalls.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.