不知道 不明了 不想要
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Did Donald Trump Really Just Drop a Solana Meme Coin?
Did Donald Trump Really Just Drop a Solana Meme Coin? Donald Trump is promoting a Solana meme coin from his social media accounts. Elaborate hack or a truly wild new era for crypto? Andrew Hayward Go to decrypt.co
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ANIME: Everything You Need to Know About the Azuki-Linked Ethereum Token and Airdrop
ANIME: Everything You Need to Know About the Azuki-Linked Ethereum Token and Airdrop The Azuki-linked AnimeCoin Foundation is set to launch the ANIME token on Ethereum and Arbitrum with an airdrop. Here are the essential details. Logan Hitchcock Go to decrypt.co
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FAA Investigating SpaceX Starship Explosion After Latest Test Failure
FAA Investigating SpaceX Starship Explosion After Latest Test Failure After SpaceX’s Starship exploded over Turks and Caicos on Thursday, the FAA launched an investigation, demanding answers into the mishap. Jason Nelson Go to decrypt.co
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Donald Trump’s Face Is Now Plastered on the Bitcoin Blockchain Forever
Donald Trump’s Face Is Now Plastered on the Bitcoin Blockchain Forever A portrait of President-elect Donald Trump, created by arranging block data, has been put onto the Bitcoin blockchain by American miner MARA. Mathew Di Salvo Go to decrypt.co
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Wyoming and Massachusetts Join Growing List of States Considering Bitcoin Reserves
Wyoming and Massachusetts Join Growing List of States Considering Bitcoin Reserves State Bitcoin reserve momentum is still growing, while Coinbase backed the idea of a federal BTC stockpile for the first time publicly. Sander Lutz Go to decrypt.co
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Satellite Image Classification with Deep Learning — Complete Project
Satellite Image Classification with Deep Learning — Complete Project A Comprehensive Guide Using PyTorch and CNNs Continue reading on Towards Data Science » Leo Anello Go to original source
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My Experience Switching From Power BI to Looker (as a Senior Data Analyst)
My Experience Switching From Power BI to Looker (as a Senior Data Analyst) What you need to know before you switch from Power BI to Looker. Continue reading on Towards Data Science » Tomas Jancovic (It’s AI Thomas) Go to original source
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Where to Start When Data is Limited
Where to Start When Data is Limited A launch pad for projects with small datasets Photo by Google DeepMind: https://www.pexels.com/photo/an-artist-s-illustration-of-artificial-intelligence-ai-this-image-depicts-how-ai-can-help-humans-to-understand-the-complexity-of-biology-it-was-created-by-artist-khyati-trehan-as-part-17484975/ Machine Learning (ML) has driven remarkable breakthroughs in computer vision, natural language processing, and speech recognition, largely due to the abundance of data in these fields. However, many challenges — especially those tied to specific product features or…
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Learning from Machine Learning | Sebastian Raschka: Mastering ML and Pushing AI Forward Responsibly
Learning from Machine Learning | Sebastian Raschka: Mastering ML and Pushing AI Forward Responsibly Sebastian Raschka has helped demystify deep learning for thousands through his books, tutorials and teachings Sebastian Raschka has helped shape how thousands of data scientists and machine learning engineers learn their craft. As a passionate coder and proponent of open-source software,…
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A Practical Exploration of Sora — Intuitively and Exhaustively Explained
A Practical Exploration of Sora — Intuitively and Exhaustively Explained A new cutting edge video generation tool, and the theory behind it Continue reading on Towards Data Science » Daniel Warfield Go to original source
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Orchid Security Raises $36M in Recent Funding Round to Propel its LLM Solution to the Forefront of Identity Security
Orchid Security Raises $36M in Recent Funding Round to Propel its LLM Solution to the Forefront of Identity Security Orchid Security, an emerging leader in identity-first security orchestration, announced it has raised $36 million in seed funding, enabling the company to continue its work using Large Language Models (LLMs) to address the longstanding challenge of…
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Meeting the Demands of AI with Modern Data Infrastructure
Meeting the Demands of AI with Modern Data Infrastructure New approaches to data architecture and data management are key toward enabling AI across the enterprise. In DBTA’s latest webinar, Modernizing Your Data Management Strategy for the AI Era, experts discuss emerging technologies and best practices for supporting AI with a robust, end-to-end data strategy. Go…
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Semiconductor radiation detectors designed for extreme environments
Semiconductor radiation detectors designed for extreme environments A collaborative team led by researchers from the Hefei Institutes of Physical Science of the Chinese Academy of Sciences has successfully developed advanced semiconductor-based radiation detectors, significantly improving their performance for use in extreme environments. Go to techxplore
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Charging infrastructure of medium voltage station upgraded to megawatt class
Charging infrastructure of medium voltage station upgraded to megawatt class In the future, charging stations along freeways, in parking lots or at logistics centers will have to deliver much more power in a short space of time than they do today. For this reason, new charging stations can no longer simply be connected to the…
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Engineers develop polycatenated architected materials for innovative 3D designs
Engineers develop polycatenated architected materials for innovative 3D designs A team of engineers at the California Institute of Technology, working with colleagues from Lawrence Livermore National Laboratory and Princeton University, has developed what they have named polycatenated architected materials (PAMs) that can be used as wireframe elements to create novel 3D structures with interesting properties.…
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Marketing experts share how Spotify shapes your music listening habits with playlists
Marketing experts share how Spotify shapes your music listening habits with playlists It’s a common assumption that music streaming has changed how we listen to music in a physical sense, but a new study has revealed just how streaming has impacted consumers’ listening tastes. The research, which focused on Spotify, has found that when people…
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Ultra-small neuromorphic chip learns and corrects errors autonomously
Ultra-small neuromorphic chip learns and corrects errors autonomously Existing computer systems have separate data processing and storage devices, making them inefficient for processing complex data like AI. A KAIST research team has developed a memristor-based integrated system similar to the way our brain processes information. It is now ready for application in various devices, including…
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Semperis launches Lightning Intelligence platform
Semperis launches Lightning Intelligence platform Cyber resilience company Semperis has launched a new platform for providing security posture assessments for hybrid Active Directory and Entra ID environments. The new solution, Lightning Intelligence, is the second addition to Semperis’s Lightning threat detection and response platform. It tracks an organisation’s security posture across multi-forest Microsoft Active Directory…
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Sen. Cynthia Lummis Accuses FDIC of Crypto Oversight Misconduct, Demands Accountability
Sen. Cynthia Lummis Accuses FDIC of Crypto Oversight Misconduct, Demands Accountability Lummis cited whistleblower claims the FDIC destroyed documents and silenced staff during a crypto oversight probe, sparking industry outrage. Vismaya V Go to decrypt.co
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Trump’s Treasury Pick Scott Bessent Pours Cold Water on US Digital Dollar Initiative
Trump’s Treasury Pick Scott Bessent Pours Cold Water on US Digital Dollar Initiative Scott Bessent told the Senate he saw ‘no reason’ for the U.S. to pursue a central bank digital currency, aligning with Trump’s past comments. Vince Dioquino Go to decrypt.co
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Maserati Combines AI and Speed in the MC20 Supercar
Maserati Combines AI and Speed in the MC20 Supercar The Maserati MC20 Coupé, showcased at CES, combines self-driving AI and high-speed supercar thrills Jason Nelson Go to decrypt.co
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I Joined China’s TikTok Alternative RedNote And Lived To Regret It
I Joined China’s TikTok Alternative RedNote And Lived To Regret It After diving into RedNote to escape TikTok’s ban, I uncovered a network of scammers targeting confused Americans with stolen IDs. Jose Antonio Lanz Go to decrypt.co
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Ripple’s XRP Holdings Have Gained $125 Billion in Value Since Trump’s Election
Ripple’s XRP Holdings Have Gained $125 Billion in Value Since Trump’s Election With the XRP token approaching an all-time high, Ripple’s 2024 election gambles appear to have paid off—big-time. Sander Lutz Go to decrypt.co
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Generative Models with ELBOs Converging to Entropy Sums
Generative Models with ELBOs Converging to Entropy Sums arXiv:2501.09022v1 Announce Type: new Abstract: The evidence lower bound (ELBO) is one of the most central objectives for probabilistic unsupervised learning. For the ELBOs of several generative models and model classes, we here prove convergence to entropy sums. As one result, we provide a list of generative…
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On the convergence of noisy Bayesian Optimization with Expected Improvement
On the convergence of noisy Bayesian Optimization with Expected Improvement arXiv:2501.09262v1 Announce Type: new Abstract: Expected improvement (EI) is one of the most widely-used acquisition functions in Bayesian optimization (BO). Despite its proven success in applications for decades, important open questions remain on the theoretical convergence behaviors and rates for EI. In this paper, we…
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Estimating shared subspace with AJIVE: the power and limitation of multiple data matrices
Estimating shared subspace with AJIVE: the power and limitation of multiple data matrices arXiv:2501.09336v1 Announce Type: new Abstract: Integrative data analysis often requires disentangling joint and individual variations across multiple datasets, a challenge commonly addressed by the Joint and Individual Variation Explained (JIVE) model. While numerous methods have been developed to estimate the shared subspace…
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Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI
Predictions as Surrogates: Revisiting Surrogate Outcomes in the Age of AI arXiv:2501.09731v1 Announce Type: new Abstract: We establish a formal connection between the decades-old surrogate outcome model in biostatistics and economics and the emerging field of prediction-powered inference (PPI). The connection treats predictions from pre-trained models, prevalent in the age of AI, as cost-effective surrogates…
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Gradient Descent Converges Linearly to Flatter Minima than Gradient Flow in Shallow Linear Networks
Gradient Descent Converges Linearly to Flatter Minima than Gradient Flow in Shallow Linear Networks arXiv:2501.09137v1 Announce Type: cross Abstract: We study the gradient descent (GD) dynamics of a depth-2 linear neural network with a single input and output. We show that GD converges at an explicit linear rate to a global minimum of the training…
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Learnings from a Machine Learning Engineer — Part 4: The Model
Learnings from a Machine Learning Engineer — Part 4: The Model Practical insights for a data-driven approach to model optimization Continue reading on Towards Data Science » David Martin Go to original source
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Learnings from a Machine Learning Engineer — Part 3: The Evaluation
Learnings from a Machine Learning Engineer — Part 3: The Evaluation Practical insights for a data-driven approach to model optimization Continue reading on Towards Data Science » David Martin Go to original source
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Learnings from a Machine Learning Engineer — Part 2: The Data Sets
Learnings from a Machine Learning Engineer — Part 2: The Data Sets Practical insights for a data-driven approach to model optimization Continue reading on Towards Data Science » David Martin Go to original source
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Top 3 Questions to Ask in Near Real-Time Data Solutions
Top 3 Questions to Ask in Near Real-Time Data Solutions Questions that guide architectural decisions to balance functional requirements with non-functional ones, like latency and scalability Continue reading on Towards Data Science » Shawn Shi Go to original source
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The Data Analyst Every CEO Wants
The Data Analyst Every CEO Wants Data Analyst is probably the most underrated job in the data industry Continue reading on Towards Data Science » Benoit Pimpaud Go to original source
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Snowflake takes aim at lowering GenAI development costs
Snowflake takes aim at lowering GenAI development costs Go to techtarget
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The Data Group Introduces Cutting-Edge Platform for Real-Time Data Synchronization
The Data Group Introduces Cutting-Edge Platform for Real-Time Data Synchronization The Data Group is unveiling Omega, a breakthrough solution designed to address fragmented and scattered data across multiple cloud-based SaaS applications. According to the vendor, Omega reimagines how businesses manage their data, providing a streamlined, central data hub that brings all their critical information together,…
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MariaDB Enterprise Platform Now Supports Vector Search for AI Application Development
MariaDB Enterprise Platform Now Supports Vector Search for AI Application Development MariaDB announced the general availability of MariaDB Enterprise Platform 2025, the latest major release of its enterprise database solution that now supports AI applications in addition to a full range of transactional, analytical, and semi-structured tools. Go to dbta
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The Vendor Lock-In Playbook: Strategies and Realities in Today?s Market
The Vendor Lock-In Playbook: Strategies and Realities in Today?s Market Since the early days of hardware and software, major vendors such as Oracle, Microsoft, Adobe, IBM, SAP, and others have leveraged vendor lock-in as a strategic approach to gain customer advantage. This tactic shifts the balance of power to vendors, enabling them to expand and…
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Skin-inspired optical sensor reads Braille at the speed of touch
Skin-inspired optical sensor reads Braille at the speed of touch Researchers have developed a fast and accurate flexible optical skin that can be used to read Braille. The advance could not only improve access to information for people who are blind but also help move us closer to a future where accessible and adaptable technology…
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Engineers build the future of bendable concrete with 3D printing
Engineers build the future of bendable concrete with 3D printing Armed with a 3D concrete printer, careful measuring tools, and just the right ingredients, a team at The University of New Mexico has worked hard to design the construction building blocks of the future. Now, their bendable concrete material design is officially patented. Go to…
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Sky-high prices? Estimating the cost of climate-neutral aviation in the future
Sky-high prices? Estimating the cost of climate-neutral aviation in the future Aviation currently contributes to about 4% of the global warming that has been observed. As demand for flights is likely to continue to increase, researchers and governments are looking for solutions to make aviation climate-neutral by 2050 at the latest. Go to techxplore
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3D printing extends heat-resistant steel’s creep life by over 10 times
3D printing extends heat-resistant steel’s creep life by over 10 times A NIMS research team fabricated heat-resistant steel test specimens using laser powder bed fusion (LPBF)—a form of metal 3D printing—and subjected them to creep testing for up to 10,000 hours. The results demonstrated that LPBF significantly extended the creep lives of the specimens, achieving…
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Artificial imagination with the ‘exocortex:’ Researcher proposes software to aid scientific inspiration and imagination
Artificial imagination with the ‘exocortex:’ Researcher proposes software to aid scientific inspiration and imagination Artificial intelligence (AI) once seemed like a fantastical construct of science fiction, enabling characters to deploy spacecraft to neighboring galaxies with a casual command. Humanoid AIs even served as companions to otherwise lonely characters. Now, in the very real 21st century,…
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Bitcoin Could Top $300,000 This Year, New HashKey Survey Claims
Bitcoin Could Top $300,000 This Year, New HashKey Survey Claims HashKey’s annual market forecast reveals 50% of respondents expect Bitcoin to triple current levels as institutional adoption accelerates. Vince Dioquino Go to decrypt.co
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Pump.fun Faces Possible Lawsuit Over Allegations of Investor Harm
Pump.fun Faces Possible Lawsuit Over Allegations of Investor Harm A US law firm has urged those allegedly harmed by Pump.fun to step forward and support a potential legal case aimed at securing restitution. Vismaya V Go to decrypt.co
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VanEck Files New ‘Onchain Economy’ ETF to Target Crypto Infrastructure, Not Coins
VanEck Files New ‘Onchain Economy’ ETF to Target Crypto Infrastructure, Not Coins VanEck’s new fund seeks to invest 80% in blockchain firms and instruments through a Cayman Islands subsidiary. Vince Dioquino Go to decrypt.co
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SEC Appeals Ripple Ruling, Seeks Reversal on XRP Classification
SEC Appeals Ripple Ruling, Seeks Reversal on XRP Classification While the regulator already filed its appeal in mid-October, Wednesday’s opening brief represents a formal step in the appellate process. Sebastian Sinclair Go to decrypt.co
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Real World Asset Tokenization to Hit $50B in 2025: Ozean
Real World Asset Tokenization to Hit $50B in 2025: Ozean TradFi is moving on-chain, with platforms like Clearpool’s Ozean embracing tokenization amid institutional adoption. Vince Dioquino Go to decrypt.co
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A Constant Velocity Latent Dynamics Approach for Accelerating Simulation of Stiff Nonlinear Systems
A Constant Velocity Latent Dynamics Approach for Accelerating Simulation of Stiff Nonlinear Systems arXiv:2501.08423v1 Announce Type: new Abstract: Solving stiff ordinary differential equations (StODEs) requires sophisticated numerical solvers, which are often computationally expensive. In particular, StODE’s often cannot be solved with traditional explicit time integration schemes and one must resort to costly implicit methods to…
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A Theory of Optimistically Universal Online Learnability for General Concept Classes
A Theory of Optimistically Universal Online Learnability for General Concept Classes arXiv:2501.08551v1 Announce Type: new Abstract: We provide a full characterization of the concept classes that are optimistically universally online learnable with ${0, 1}$ labels. The notion of optimistically universal online learning was defined in [Hanneke, 2021] in order to understand learnability under minimal assumptions.…
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Causal vs. Anticausal merging of predictors
Causal vs. Anticausal merging of predictors arXiv:2501.08426v1 Announce Type: cross Abstract: We study the differences arising from merging predictors in the causal and anticausal directions using the same data. In particular we study the asymmetries that arise in a simple model where we merge the predictors using one binary variable as target and two continuous…
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Quantum Reservoir Computing and Risk Bounds
Quantum Reservoir Computing and Risk Bounds arXiv:2501.08640v1 Announce Type: cross Abstract: We propose a way to bound the generalisation errors of several classes of quantum reservoirs using the Rademacher complexity. We give specific, parameter-dependent bounds for two particular quantum reservoir classes. We analyse how the generalisation bounds scale with growing numbers of qubits. Applying our…
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Diagonal Over-parameterization in Reproducing Kernel Hilbert Spaces as an Adaptive Feature Model: Generalization and Adaptivity
Diagonal Over-parameterization in Reproducing Kernel Hilbert Spaces as an Adaptive Feature Model: Generalization and Adaptivity arXiv:2501.08679v1 Announce Type: cross Abstract: This paper introduces a diagonal adaptive kernel model that dynamically learns kernel eigenvalues and output coefficients simultaneously during training. Unlike fixed-kernel methods tied to the neural tangent kernel theory, the diagonal adaptive kernel model adapts…
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A 12-step visual guide to understanding NeRF (Representing Scenes as Neural Radiance Fields)
A 12-step visual guide to understanding NeRF (Representing Scenes as Neural Radiance Fields) NeRF overview — Image by Author A Beginner’s 12-Step Visual Guide to Understanding NeRF: Neural Radiance Fields for Scene Representation and View Synthesis A basic understanding of NeRF’s workings through visual representations Who should read this article? This article aims to provide a basic beginner level…
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Basics of GANs & SMOTE for Data Augmentation
Basics of GANs & SMOTE for Data Augmentation GANs and SMOTE Explained with Bartending: Data Science for Machine Learning Series (1) Continue reading on Towards Data Science » Sunghyun Ahn Go to original source
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Learnings from a Machine Learning Engineer — Part 1: The Data
Learnings from a Machine Learning Engineer — Part 1: The Data Practical insights for a data-driven approach to model optimization Continue reading on Towards Data Science » David Martin Go to original source
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Water Cooler Small Talk: Benford’s Law
Water Cooler Small Talk: Benford’s Law A look into the strange first digit distribution of naturally occurring datasets Continue reading on Towards Data Science » Maria Mouschoutzi, PhD Go to original source
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Qubits Explained: Everything You Need to Know
Qubits Explained: Everything You Need to Know A deep dive into the building block of quantum computers. Continue reading on Towards Data Science » Sara A. Metwalli Go to original source
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Steps to launch an EC2 instance using AWS CloudFormation
Steps to launch an EC2 instance using AWS CloudFormation Go to techtarget
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Develop data literacy skills to advance your career
Develop data literacy skills to advance your career Go to techtarget
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ThoughtSpot adds data preparation with Analyst Studio launch
ThoughtSpot adds data preparation with Analyst Studio launch Go to techtarget
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DBT Labs acquires SDF Labs to boost data transformation
DBT Labs acquires SDF Labs to boost data transformation Go to techtarget
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8 top predictive analytics tools for 2025
8 top predictive analytics tools for 2025 Go to techtarget
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Qlik to Acquire Upsolver to Streamline Ingestion and Optimization for Apache Iceberg
Qlik to Acquire Upsolver to Streamline Ingestion and Optimization for Apache Iceberg Qlik, a global leader in data integration, data quality, analytics, and AI, is acquiring Upsolver, a pioneer in real-time data streaming and Apache Iceberg optimization, deepening Qlik’s ability to provide enterprises with end-to-end, open, and scalable solutions that unify data integration, analytics, and…
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Cohesity CERT Partners with IR Vendors to Enhance Cyber Threat Response and Recovery
Cohesity CERT Partners with IR Vendors to Enhance Cyber Threat Response and Recovery Cohesity is bridging the gap between customer’s recovery response process and their incident response (IR) providers through an extension of the Cohesity Cyber Event Response Team (CERT). Go to dbta
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AI Agents Are the Next Wave of Enterprise AI
AI Agents Are the Next Wave of Enterprise AI The interest surrounding artificial intelligence (AI) has never been higher, but AI agents are the next wave of innovation enterprises need to prepare for. An AI agent is a fully automated program with complex reasoning capabilities and memory that uses an LLM to solve problems, creates…
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A new research program is Indigenizing artificial intelligence
A new research program is Indigenizing artificial intelligence A new initiative steered by Concordia University researchers is challenging the conversation around the direction of artificial intelligence (AI). It charges that the current trajectory is inherently biased against non-Western modes of thinking about intelligence—especially those originating from Indigenous cultures. Go to techxplore
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Game theory approach finds some public benefit to platforms like Google and Waze collecting user data
Game theory approach finds some public benefit to platforms like Google and Waze collecting user data Researchers from Tel Aviv University have used mathematical tools from game theory to show that in certain situations, allowing platforms to retain decision-making power over the collection and commercialization of their users’ data can enhance overall welfare. Go to…
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AI predicts properties of molten salts for modeling safer and more sustainable nuclear power reactors
AI predicts properties of molten salts for modeling safer and more sustainable nuclear power reactors Researchers from Skoltech and the Institute of High Temperature Electrochemistry of UB RAS have developed and tested a model based on machine learning that predicts the properties of molten salts. These compounds are already used in metallurgy and hold promise…
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Scalable aluminum surfaces method enables advancements in cooling, self-cleaning and anti-icing technologies
Scalable aluminum surfaces method enables advancements in cooling, self-cleaning and anti-icing technologies An international team of engineers has developed an innovative, scalable method for creating topography-patterned aluminum surfaces, enhancing liquid transport properties critical for applications in electronics cooling, self-cleaning technologies and anti-icing systems. Go to techxplore
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New research helps eliminate dead zones in desalination technology and beyond
New research helps eliminate dead zones in desalination technology and beyond Engineers have found a way to eliminate the fluid flow “dead zones” that plague the types of electrodes used for battery-based seawater desalination. The new technique uses a physics-based tapered flow channel design within electrodes that moves fluids quickly and efficiently, potentially requiring less…
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IT leadership is steering the GenAI ship
IT leadership is steering the GenAI ship Over many years, IT-business alignment has been a recurring challenge within organisations. This largely came out of a history of IT delivering new systems or capabilities designated for business usage, but without enough involvement of business users in the design and build phases. Without business users being ‘brought…
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Commvault unveils Active Directory recovery tool
Commvault unveils Active Directory recovery tool Data protection company Commvault has unveiled a new solution for providing full and automated recovery of data from identity and access solution Microsoft Active Directory. The new solution, Commvault Cloud Backup and Recovery for Active Directory Enterprise Edition, enables rapid recovery of the Active Directory data forest, which includes…
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are we not post scarcity?
https://github.com/BandarLabs/clickclickclick surely we all don’t need to work anymore?
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TikTok Influencers Protest Imminent Ban as Demand for Rival RedNote Soars
TikTok Influencers Protest Imminent Ban as Demand for Rival RedNote Soars The sudden rise in RedNote’s popularity in the U.S. has experts warning it’s being orchestrated behind the scenes. Jason Nelson Go to decrypt.co
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Rep. Tom Emmer Named Vice Chair of Digital Assets Subcommittee, Pledges US-Led Innovation
Rep. Tom Emmer Named Vice Chair of Digital Assets Subcommittee, Pledges US-Led Innovation Tom Emmer has been appointed vice chair of the Digital Assets Subcommittee which is expected to drive efforts on U.S. crypto legislation. Vismaya V Go to decrypt.co
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Will This Week’s CPI Figures Keep Bitcoin on Track to $200,000?
Will This Week’s CPI Figures Keep Bitcoin on Track to $200,000? As inflation and Fed policy take center stage, institutional flows and macro conditions could shape Bitcoin’s path to $200,000, analysts say. Sebastian Sinclair Go to decrypt.co
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DreamSmart’s Web3 Smart Glasses Want to Pay You for Using AI
DreamSmart’s Web3 Smart Glasses Want to Pay You for Using AI New AI glasses this year promise to reward users with crypto while processing data locally as competition in the sector intensifies. Jose Antonio Lanz Go to decrypt.co
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AI Agent Tokens Skyrocket as Franklin Templeton Highlights ‘Significant Promise’
AI Agent Tokens Skyrocket as Franklin Templeton Highlights ‘Significant Promise’ Top AI tokens Virtuals Protocol and AI16z are soaring—and now Franklin Templeton is talking up the promise of AI agents and crypto. Mathew Di Salvo Go to decrypt.co
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Concentration of Measure for Distributions Generated via Diffusion Models
Concentration of Measure for Distributions Generated via Diffusion Models arXiv:2501.07741v1 Announce Type: new Abstract: We show via a combination of mathematical arguments and empirical evidence that data distributions sampled from diffusion models satisfy a Concentration of Measure Property saying that any Lipschitz $1$-dimensional projection of a random vector is not too far from its mean…
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On the Statistical Capacity of Deep Generative Models
On the Statistical Capacity of Deep Generative Models arXiv:2501.07763v1 Announce Type: new Abstract: Deep generative models are routinely used in generating samples from complex, high-dimensional distributions. Despite their apparent successes, their statistical properties are not well understood. A common assumption is that with enough training data and sufficiently large neural networks, deep generative model samples…
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On the use of Statistical Learning Theory for model selection in Structural Health Monitoring
On the use of Statistical Learning Theory for model selection in Structural Health Monitoring arXiv:2501.08050v1 Announce Type: new Abstract: Whenever data-based systems are employed in engineering applications, defining an optimal statistical representation is subject to the problem of model selection. This paper focusses on how well models can generalise in Structural Health Monitoring (SHM). Although…
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Globally Convergent Variational Inference
Globally Convergent Variational Inference arXiv:2501.08201v1 Announce Type: new Abstract: In variational inference (VI), an approximation of the posterior distribution is selected from a family of distributions through numerical optimization. With the most common variational objective function, known as the evidence lower bound (ELBO), only convergence to a local optimum can be guaranteed. In this work,…
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Avoiding subtraction and division of stochastic signals using normalizing flows: NFdeconvolve
Avoiding subtraction and division of stochastic signals using normalizing flows: NFdeconvolve arXiv:2501.08288v1 Announce Type: new Abstract: Across the scientific realm, we find ourselves subtracting or dividing stochastic signals. For instance, consider a stochastic realization, $x$, generated from the addition or multiplication of two stochastic signals $a$ and $b$, namely $x=a+b$ or $x = ab$. For…
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Hands-On Delivery Routes Optimization (TSP) with AI, Using LKH and Python
Hands-On Delivery Routes Optimization (TSP) with AI, Using LKH and Python Here’s how to optimize the delivery routes, from theory to code. Continue reading on Towards Data Science » Piero Paialunga Go to original source
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How To: Forecast Time Series Using Lags
How To: Forecast Time Series Using Lags Lag columns can significantly boost your model’s performance Continue reading on Towards Data Science » Haden Pelletier Go to original source
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Static and Dynamic Attention: Implications for Graph Neural Networks
Static and Dynamic Attention: Implications for Graph Neural Networks Examining the expressive capacity of Graph Attention Networks Image by the author In graph representation learning, neighborhood aggregation is one of the most well-studied and investigated areas, among which attention-based methods largely remain state-of-the-art. Leveraging learnable attention scores for weighted aggregations, graph attention networks exhibit higher expressivity…
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Deep Dive into KV-Caching In Mistral
Deep Dive into KV-Caching In Mistral Ever wondered why the time to first token in LLMs is high but subsequent tokens are super fast? In this post, I dive into the details of KV-Caching used in Mistral, a topic I initially found quite daunting. However, as I delved deeper, it became a fascinating subject, especially when…
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Scale Experiment Decision-Making with Programmatic Decision Rules
Scale Experiment Decision-Making with Programmatic Decision Rules Decide what to do with experiment results in code Photo by Cytonn Photography on Unsplash The experiment lifecycle is like the human lifecycle. First, a person or idea is born, then it develops, then it is tested, then its test ends, and then the Gods (or Product Managers) decide its worth.…
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Qlik’s Upsolver acquisition ups streaming, Iceberg support
Qlik’s Upsolver acquisition ups streaming, Iceberg support Go to techtarget
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Drupal vs. WordPress vs. Joomla: What’s the difference?
Drupal vs. WordPress vs. Joomla: What’s the difference? Go to techtarget
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Box content management generative AI route is model-agnostic
Box content management generative AI route is model-agnostic Go to techtarget
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dbt Labs Acquires SDF Labs to Offer Robust SQL Comprehension
dbt Labs Acquires SDF Labs to Offer Robust SQL Comprehension dbt Labs, a pioneer in analytics engineering, is acquiring SDF Labs, the team of former Meta and Microsoft engineering leaders behind SDF, a next-generation data transformation technology?enabling dbt Labs to integrate SDF’s powerful multi-dialect, dbt-native SQL comprehension capabilities into dbt. Go to dbta
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Thoras.ai Secures $5M in Seed Funding to Present a Bold New Vision for Observability
Thoras.ai Secures $5M in Seed Funding to Present a Bold New Vision for Observability Thoras.ai announced the successful closure of a $5 million seed funding round, enabling the company to scale its AI-driven platform to redefine how enterprises achieve reliability, uncover root causes, and prevent costly downtime?offering a bold new vision for scalable, adaptive observability.…
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Facing the ROI Problem with MDM
Facing the ROI Problem with MDM Karthik Narayan, director of product management at Reltio, and Anthony Colichio, senior value consultant at Reltio, joined DBTA’s latest webinar, Uncover and Accelerate the ROI of Master Data Management, to discuss various strategies for proving investment value with MDM while expediting time-to-value for analytics, operational, and AI initiatives. Go…
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Commvault Expands Coverage to Microsoft AD, Streamlining Backup and Recovery
Commvault Expands Coverage to Microsoft AD, Streamlining Backup and Recovery Commvault is announcing an expansion of the Commvault Cloud platform to deliver full, automated forest recovery for Microsoft Active Directory (AD). Go to dbta
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President Biden Issues Executive Order to Support Energy Needs for AI Data Centers
President Biden Issues Executive Order to Support Energy Needs for AI Data Centers President Joe Biden issued an executive order to provide federal support to address massive energy needs for fast-growing advanced artificial intelligence data centers, calling for leasing federal sites owned by Defense and Energy departments to host gigawatt-scale AI data centers and new…
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Precise positioning in challenging environments: A new anchor approach to ultra-wideband-assisted navigation
Precise positioning in challenging environments: A new anchor approach to ultra-wideband-assisted navigation A new study has introduced an advanced method for visual-inertial navigation, utilizing a single Ultra-Wideband (UWB) anchor with an unknown position to achieve exceptional positioning accuracy and robustness in environments lacking Global Navigation Satellite System (GNSS) signals. Go to techxplore
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Novel OLED stacks enable exceptionally bright microdisplays
Novel OLED stacks enable exceptionally bright microdisplays Users of augmented reality (AR) glasses require especially bright displays in daylight to clearly recognize content. High brightness and low power consumption are therefore crucial development goals, as optical systems—such as AR glasses—exhibit high brightness losses and wearable devices are limited by battery storage. Go to techxplore
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Stress tests for the Swiss power system
Stress tests for the Swiss power system Researchers from ETH Zurich and ZHAW Winterthur are simulating in a new study how the future Swiss power system could be structured to withstand a drastic fall in gas and electricity imports. By doing so, they aim to contribute to the discussion surrounding Switzerland’s supply security. Go to…
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Boeing 2024 plane deliveries tumble on labor, safety woes
Boeing 2024 plane deliveries tumble on labor, safety woes Boeing delivered just 348 commercial planes in 2024 according to figures released Tuesday that showed the ugly effects from a year of labor disruption and safety setbacks. Go to techxplore