Sat.Dec 21, 2024 - Fri.Dec 27, 2024

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Top 10 Data Science Trends That Defined 2024

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From the unstoppable rise of generative AI to sustainability-driven innovations: a retrospective analysis of the data science trends that revolutionized the field in 2024 and beyond.

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A.I. Isn’t Genius. We Are.

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Since the release of ChatGPT to the public two years ago, we have been awash in extreme claims about the potential benefits and threats of large language models and generative A.I. Boosters and critics alike believe the technologys emergence is an inflection point in human history.

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AI sales rep startups are booming. So why are VCs wary?

Flipboard

When you really probe venture capitalists about investing in AI startups, theyll tell you that businesses are experimenting wildly but are very slow to add AI solutions into their ongoing business processes. But there are some exceptions.

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Tokyo makes 3D data available

Hacker News

3DWeb3D

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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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Artificial Intelligence for Noobs

KDnuggets

A beginners guide to AI and how to get started.

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What is an Eigenvector and Eigenvalues?

Analytics Vidhya

Linear algebra is a cornerstone of many advanced mathematical concepts and is extensively used in data science, machine learning, computer vision, and engineering. One of the fundamental concepts in linear algebra is eigenvectors, often paired with eigenvalues. But what exactly is an eigenvector, and why is it so important? This article breaks down the concept […] The post What is an Eigenvector and Eigenvalues?

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Top 12 Open Source Models on Hugging Face in 2024

Analytics Vidhya

Open-source AI models on Hugging Face have become a driving force in the AI space, and Hugging Face remains at the forefront of this movement. In 2024, it solidified its role as the go-to platform for state-of-the-art models, spanning NLP, computer vision, speech recognition, and more. These models rival proprietary ones, offering flexibility for customization […] The post Top 12 Open Source Models on Hugging Face in 2024 appeared first on Analytics Vidhya.

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2024’s Biggest Moments in AI

KDnuggets

2024 has been yet another groundbreaking year for AI, with major breakthroughs, industry shifts, and ethical challenges shaping its future. Let's uncover together the key moments that defined AI this year about to finalize.

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The Imperative of Data Curation

insideBIGDATA

In this contributed article, Colin Kessinger. Executive Partner at Ethos Capital, touches on why data curation needs to be a priority. He discusses why data lakes ultimately end up being a burden and addresses the misconception that once data is stored, it is inherently useful along with the differences between curation and governance.

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Strategic Priorities for Data and AI Leaders in 2025

databricks

AI remains at the forefront of every business leaders plans for 2025. Overall, 70% of businesses continue to believe AI is critical to.

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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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Andrej Karpathy Praises DeepSeek V3’s Frontier LLM, Trained on a $6M Budget

Analytics Vidhya

Last year, the DeepSeek LLM made waves with its impressive 67 billion parameters, meticulously trained on an expansive dataset of 2 trillion tokens in English and Chinese comprehension. Setting new benchmarks for research collaboration, DeepSeek ingrained the AI community by open-sourcing both its 7B/67B Base and Chat models. Now, what if I tell you there […] The post Andrej Karpathy Praises DeepSeek V3s Frontier LLM, Trained on a $6M Budget appeared first on Analytics Vidhya.

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How to Implement Image Captioning with Vision Transformer (ViT) and Hugging Face Transformers

KDnuggets

A beginners guide to getting started with image captioning models with HuggingFace.

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NetApp’s 2024 Data Complexity Report Reveals AI’s Make or Break Year Ahead

insideBIGDATA

NetApp(NASDAQ: NTAP), the intelligent data infrastructure company, released its second annualData Complexity Report, which examines how global organizations are navigating the increasing complexity of managing their data for AI.

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Databricks Named a Leader in 2024 Gartner® Magic Quadrant™ for Cloud Database Management Systems

databricks

We are excited to announce that Gartner has recognized Databricks as a Leader for a fourth consecutive year in the 2024 Gartner Magic.

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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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Corrective RAG (CRAG) in Action

Analytics Vidhya

Retrieval-Augmented Generation is a technique that enhances the capabilities of large language models by integrating information retrieval processes into their operation. This approach allows LLMs to pull in relevant data from external knowledge bases, ensuring that the responses generated are more accurate, up-to-date, and contextually relevant. Corrective RAG (CRAG) is an advanced strategy within the […] The post Corrective RAG (CRAG) in Action appeared first on Analytics Vidhya.

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KDnuggets’ Favorite Articles of the Year for 2024

KDnuggets

We asked our writing team members to each select their favorite article from the year that they wrote, and share their reasons why with us.

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Capital One Survey Around AI Readiness

insideBIGDATA

A new Capital Onesurvey"AI readiness survey: Are companies ready for AI adoption?" found that 87% of business leaders see their data ecosystem as ready to build and deploy AI at scale, yet 70% of technical practitioners spend hours daily fixing data issues.

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What’s next for Broadcom stock after a 240% three-year climb?

Dataconomy

Broadcom’s impressive rise in the semiconductor market reflects significant revenue growth, driven largely by its custom AI solutions and recent VMware integration. The company’s shares have surged approximately 240% over the past three years, considerably outperforming the PHLX Semiconductor Sector index, which observed a 27% increase during the same period.

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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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Dexterity assessment of hospital workers: prospective comparative study

Hacker News

Objectives To compare the manual dexterity and composure under pressure of people in different hospital staff roles using a buzz wire game. Design Prospective, observational, comparative study (Tremor study). Setting Leeds Teaching Hospitals NHS Trust, Leeds, UK, during a three week period in 2024. Participants 254 hospital staff members comprising of 60 physicians, 64 surgeons, 69 nurses, and 61 non-clinical staff.

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Chinese AI company says breakthroughs enabled creating a leading-edge AI model with 11X less compute — DeepSeek's optimizations could highlight limits of US sanctions

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DeepSeek trains DeepSeek-V3 model with 671 billion parameters on a cluster of 2048 GPUs.

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New Advancements in GenAI are Warding Off an AI Winter

insideBIGDATA

In this analyst piece, Isabel Al-Dhahir, Principal Analyst at GlobalData shares that while delivering on AI is not a straightforward endeavor, advancements in AI algorithms, continued diversification of revenue streams and the rise of SLMs will all see AI and particularly GenAI continue its growth through Q4 and into 2025.

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How Quantum Computing stock (QUBT) jumped 300%

Dataconomy

The stock price of Quantum Computing Inc. (NASDAQ: QUBT) surged 300% over the past month despite a significant 40% drop on December 19. This volatility highlights the speculative nature of quantum computing stocks, driven by recent advancements and government funding. QUBT specializes in affordable quantum computers that operate at room temperature, focusing on high-performance computing, cybersecurity, imaging, and sensing.

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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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Cable-cutting tanker seized by Finland 'was loaded with spying equipment'

Hacker News

Eagle S , the Russia-linked tanker suspected of damaging an underwater electricity cable on Christmas Day, was kitted out with special transmitting and receiving devices that were used to monitor naval activity, according to a source with direct involvement in the ship, which has since been detained by Finnish police

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Sam Altman: AI Is Integrated. Superintelligence Is Coming.

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Sometimes when we went to analyze what AI is doing in our world, we should go back to one of the simplest types of metrics what are people using it for a day to day?

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How the Age of Generative AI is Changing a CISOs Approach to Security

insideBIGDATA

In this contributed article, Chris Peake, Chief Information Security Officer (CISO) and Senior Vice President of Security at Smartsheet, explores how the role of CISOs is evolving to address new security challenges posed by generative AI. The article underscores the importance of collaboration and adaptability to keep organizations secure as AI is expected to continue to reshape cybersecurity in 2025.

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Building a Web-Searching Agent with LangChain and Llama 3.3 70B

Analytics Vidhya

Creating AI agents that can interact with the real world is a great area of research and development. One useful application is building agents capable of searching the web to gather information and complete tasks. This blog post will guide you through the process of creating such an agent using LangChain, a framework for developing […] The post Building a Web-Searching Agent with LangChain and Llama 3.3 70B appeared first on Analytics Vidhya.

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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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S Korean crypto-boss Do Kwon to be extradited to US

Hacker News

The man behind the collapse of terraUSD and Luna tokens faces fraud charges in the United States.

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Which Parts of These Images Are A.I.-Generated?

Flipboard

This quiz shows genuine images that were edited with A.I. tools. Your job: Find whats fake.

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Apple’s M5 chips will crush performance records

Dataconomy

Apple is reportedly gearing up to revolutionize its chip offerings with the upcoming M5 series, according to analyst Ming-Chi Kuo. The new chips, expected to enter mass production in 2025, will be built on TSMC’s advanced N3P process, promising improved energy efficiency and performance. “Apple M5 series chip 1. The M5 series chips will adopt TSMCs advanced N3P node, which entered the prototype phase a few months ago.

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What are Joint, Marginal, and Conditional Probability?

Analytics Vidhya

Probability is a cornerstone of statistics and data science, providing a framework to quantify uncertainty and make predictions. Understanding joint, marginal, and conditional probability is critical for analyzing events in both independent and dependent scenarios. This article unpacks these concepts with clear explanations and examples. What is Probability?

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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.