Sat.Dec 14, 2024 - Fri.Dec 20, 2024

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6 Ways to Improve Your Predictive Models in Data Science

Flipboard

Whether you aim for building the perfect image classifier, sales predictor, or price estimator, these six pracitcal tips and insights will help you get there!

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Transforming Biology with Generative AI: Unveiling GenBio AI’s State-of-the-art Multiscale Models

Towards AI

Last Updated on December 19, 2024 by Editorial Team TL;DR: GenBio AI is advancing biology with Generative AI by developing AI-Driven Digital Organisms (AIDO). The AIDO system integrates multiscale foundation models for DNA, RNA, proteins, and cellular systems, allowing researchers to simulate, predict, and program biological outcomes from molecular to systemic levels.

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Scientists learning to 'write' skills to human brain noninvasively, like Matrix

Hacker News

Researchers have developed a groundbreaking technique using brain imaging and neurofeedback to induce learning without conscious effort.

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AI Cybersecurity —  Replacement for Specialists or Efficiency Booster?

Dataconomy

AI is rapidly taking its place in the market, penetrating new application areas in ways we couldnt imagine, including AI cybersecurity solutions. The hype shows no signs of fading. In fact, it is gaining real momentum even among C-level executives. The reason is clear: AIs potential for improving efficiency is almost limitless. But so is its potential for disruption.

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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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The 5 Regression Metrics That Matter: Last-Minute ML Interview Prep

Towards AI

Last Updated on December 15, 2024 by Editorial Team Author(s): Raghu Teja Manchala Originally published on Towards AI. Short and Concise: The Most Asked Regression Metrics in Interviews. Source: Image by Sam Nguyen on Avada Over the past few years, I have had numerous interviews, ranging from scenario-based to technical rounds. When it comes to machine learning regression models, interviewers typically focus on five key performance metrics, which are the ones mostly used by Data Scientists in re

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Top 20 Data Warehouse Interview Questions You Must Know in 2025

Pickl AI

Summary : This guide provides an in-depth look at the top data warehouse interview questions and answers essential for candidates in 2025. Covering key concepts, techniques, and best practices, it equips you with the knowledge needed to excel in interviews and demonstrates your expertise in data warehousing. Introduction As the demand for data professionals continues to rise, understanding data warehousing concepts becomes increasingly essential for candidates preparing for interviews in 2025.

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Deep fakes are fooling millions: Meta’s Mosseri sounds the alarm

Dataconomy

Meta’s Adam Mosseri emphasizes the importance of scrutinizing AI-generated content on social media platforms. As deep fakes become increasingly sophisticated, the ability to discern reality from fabrication is essential for users. Meta’s Mosseri stresses need to scrutinize AI-generated content Mosseri’s comments come amid rising concerns about deep fakes, which utilize generative adversarial networks (GAN) and diffusion models like DALL-E 2 to create false images and videos tha

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How to build a LiveKit app with real-time Speech-to-Text

AssemblyAI

LiveKit is a powerful platform for building real-time audio and video applications. They build on top of WebRTC to abstract away the complicated details of building real-time applications, allowing developers to rapidly build and deploy applications for video conferencing, livestreaming, interactive virtual events, and more. Beyond the core real-time capabilities, LiveKit also provides a flexible agents system , which allows developers to incorporate programmatic agents into their applications f

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Guide to Securing API Keys in Google Colab

Analytics Vidhya

Working with APIs in Google Colab is a common practice for data scientists, researchers, and developers. However, handling API keys, which are essentially passwords granting access to these services, requires careful consideration. Directly embedding API keys in your code or storing them as plain environment variables within your Colab notebooks poses significant security risks.

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Česká spořitelna: How GenAI is Transforming Call Centers in the Financial Services Industry

databricks

Czech savings bank esk spoitelna , a division of Austrias Erste Group , recently collaborated with AI solution builder DataSentics to explore the.

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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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Multimodal RAG Implementation with Hugging Face

KDnuggets

Learn how to enhance RAG models by combining text and visual inputs using Hugging Face Transformers.

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ARMADA: Augmented Reality for Robot Manipulation and Robot-Free Data Acquisition

Machine Learning Research at Apple

Teleoperation for robot imitation learning is bottlenecked by hardware availability. Can high-quality robot data be collected without a physical robot? We present a system for augmenting Apple Vision Pro with real-time virtual robot feedback. By providing users with an intuitive understanding of how their actions translate to robot motions, we enable the collection of natural barehanded human data that is compatible with the limitations of physical robot hardware.

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Crusoe Closes $600M in Series D Round at $2.8 Billion Valuation to Power AI

insideBIGDATA

Crusoe, the vertically integrated AI infrastructure provider, announced it has closed a $600 million Series D funding round. The investment was led by Founders Fund, with participation from new and existing investors, including Fidelity, Long Journey Ventures, Mubadala, NVIDIA, Ribbit Capital, and Valor Equity Partners.

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Philadelphia Union: Streamlining MLS Roster Planning with GenAI

databricks

Staying competitive in Major League Soccer (MLS) demands building and maintaining a strong squad through strategic roster planning and smart, effective navigation of.

AI 194
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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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HuggingChat is the One LLM App You Shouldn’t Overlook

KDnuggets

Check out this excellent chat tool you may not know about.

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Accelerating LLM Inference on NVIDIA GPUs with ReDrafter

Machine Learning Research at Apple

Accelerating LLM inference is an important ML research problem, as auto-regressive token generation is computationally expensive and relatively slow, and improving inference efficiency can reduce latency for users. In addition to ongoing efforts to accelerate inference on Apple silicon, we have recently made significant progress in accelerating LLM inference for the NVIDIA GPUs widely used for production applications across the industry.

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Defeating Fraudsters at the Finish Line: The Power of AI in Gaming Transactions

insideBIGDATA

In this contributed article, Zach Nass, Head of Gaming and Prepaid at nSure.ai, discusses how the gaming industry can tackle payment fraud using advanced AI solutions.

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Building Effective "Agents"

Hacker News

A post for developers with advice and workflows for building effective AI agents

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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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Google’s Illuminate AI: A New Way to Create Your Own AI-Generated Podcasts

KDnuggets

See how to revolutionize how you bring stories to life with AI.

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GenAI Ops Roadmap: Your Path to Master LLMOps and AgentOps

Analytics Vidhya

To truly become an expert in GenAI Ops, the key is not just knowing what to learn, but how to learn it and apply it effectively. The journey begins with gaining a broad understanding of foundational concepts such as prompt engineering, Retrieval-Augmented Generation (RAG), and AI agents. However, your focus should gradually shift to mastering […] The post GenAI Ops Roadmap: Your Path to Master LLMOps and AgentOps appeared first on Analytics Vidhya.

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Faros AI and Globant Announce Partnership to Drive Faster and More Efficient Agentic AI-Based Projects

insideBIGDATA

Faros AI, a leader in software engineering intelligence, announced a strategic partnership withGlobant(NYSE: GLOB), a digitally native company focused on reinventing businesses through innovative technology solutions.

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We're about to fly a spacecraft into the Sun for the first time

Hacker News

“Quite simply, we want to find the birthplace of the solar wind.

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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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10 Essential Pandas Commands for Data Preprocessing

KDnuggets

Check out this beginner's guide to cleaning and preparing data efficiently with Python.

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Top 5 LLM Leaderboards: Key Metrics and Their Impact on AI Development

Data Science Dojo

In the rapidly evolving world of artificial intelligence , Large Language Models (LLMs) have become a cornerstone of innovation, driving advancements in natural language processing, machine learning, and beyond. As these models continue to grow in complexity and capability, the need for a structured way to evaluate and compare their performance has become increasingly important.

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Google Cloud Report on AI Trends in 2025

insideBIGDATA

Google Cloud published an AI Trends Report, which shares the top 5 trends in AI expected next year, with details on how some companies are already adopting these trends.

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The Ugly Truth About Spotify Is Finally Revealed

Hacker News

A year-long investigation by an indie journalist is a call to action

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Exploring Meta’s Segment Anything Model (SAM) For Medical Imaging

Analytics Vidhya

Metas Segment Anything Model (SAM) has demonstrated its ability to detect objects in different areas of an image. This models architecture is flexible, and users can guide it with various prompts. During training, it could segment objects that were not in its dataset. These features make this model a highly effective tool for detecting and […] The post Exploring Metas Segment Anything Model (SAM) For Medical Imaging appeared first on Analytics Vidhya.

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This is where the data to build AI comes from

Flipboard

New findings show how the sources of data are concentrating power in the hands of the most powerful tech companies. AI is all about data.

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AI in Construction: Tackling Fragmented Data with Intelligent Solutions

insideBIGDATA

In this contributed article, Omar Zhandarbekuly, co-founder at Surfaice.pro, explores how AI particularly knowledge graphs, generative AI, and agentic AIcan bridge these gaps, transforming construction processes into streamlined, intelligent standalone systems.

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' first' open-source ARMv9 motherboard surfaces – Radxa Orion O6

Hacker News

A collaborative effort between Arm China, CIX, and Radxa has precipitated what is claimed to be the world's first open source Armv9 motherboard. - the Radxa Orion O6.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.