December, 2024

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7 Projects to Master Data Engineering

KDnuggets

Learn to build, run, and manage data engineering pipelines both locally and in the cloud using popular tools.

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KNIME Releases AI Companion to Drive Smarter Collaboration with AI

insideBIGDATA

KNIME, the open source data analytics and AI company, announced the launch of its AI companion K-AI to all users. With K-AI, users can co-create powerful data workflows with AI. K-AI will answer questions, make recommendations, and extend or build whole data workflows based on user prompts.

AI 388
professionals

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Streamline AI Agent Evaluation with New Synthetic Data Capabilities

databricks

Our customers continue to shift from monolithic prompts with general-purpose models to specialized agent systems to achieve the quality needed to drive ROI.

AI 318
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What is Overparameterization in LLMs? From Overfitting Myths to Power Laws!

Data Science Dojo

What is similar between a child learning to speak and an LLM learning the human language? They both learn from examples and available information to understand and communicate. For instance, if a child hears the word ‘apple’ while holding one, they slowly associate the word with the object. Repetition and context will refine their understanding over time, enabling them to use the word correctly.

AI 306
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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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Top 50 Python Libraries to Know in 2025

Analytics Vidhya

Python’s versatility and readability have solidified its position as the go-to language for data science, machine learning, and AI. With a rich ecosystem of libraries, Python empowers developers to tackle complex tasks with ease. In this comprehensive guide, we’ll explore the top 50 Python libraries that will shape the future of technology.

Python 281
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AWS Extends Agentic AI Capabilities In Amazon Q Developer

Adrian Bridgwater for Forbes

Software application development code assistants in the decade before now worked as what we could call smart autocomplete tools.

AWS 267

More Trending

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Tuskira Emerges from Stealth with $28.5M to Launch AI-Powered Unified Threat Defense Platform

insideBIGDATA

Tuskira, a pioneering threat defense platform leveraging an AI-powered security mesh, has launched out of stealth mode with $28.5 million in funding. The round was led by Intel Capital and SYN Ventures, with participation from Sorenson Capital, Rain Capital, Wipro Ventures, and other key industry leaders.

AI 370
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Announcing Public Preview of Cross Platform View Sharing

databricks

We are excited to announce the Public Preview of Cross-Platform View Sharing. Available today, it allows data providers to share views across different.

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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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Marco-o1: Redefining LLMs with Advanced Reasoning

Analytics Vidhya

Generative AI has often faced criticism for its inability to reason effectively, particularly in scenarios requiring precise and deterministic outputs. Barely predicting the next token has proven to be very tough when the next token has to be as exact as being a single option. For instance, writing an essay can take a thousand forms and […] The post Marco-o1: Redefining LLMs with Advanced Reasoning appeared first on Analytics Vidhya.

Analytics 246
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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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Pinecone Spruces Up AI Knowledge Platform

Adrian Bridgwater for Forbes

As an AI infrastructure company that now provides a platform for inference, retrieval and knowledge base management, Pinecone says it is setting a new standard.

AI 266
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Getting Started with MongoDB: Installation and Setup Guide

KDnuggets

MongoDB is a database that’s great for handling large amounts of diverse data. This article walks you through installing MongoDB and using the MongoDB Shell to manage your data easily.

Database 351
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Pathway Secures $10 Million Led by TQ Ventures to Advance the Development of Live AI 

insideBIGDATA

Pathway, the data company that builds live AI, announced its $10 million Seed round to build live AI systems that think and learn in real-time as humans do.The round was led by TQ Ventures, with participation from Kadmos, Inovo, Market One Capital and Id4, as well as several high-profile angel investors.

AI 351
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Introducing Databricks Generative AI Partner Accelerators and RAG Proof of Concepts

databricks

In todays rapidly evolving technology landscape, generative artificial intelligence (GenAI) is revolutionizing the way organizations work and is opening up new worlds of.

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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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Strategic Linear Contextual Bandits

Machine Learning Research at Apple

Motivated by the phenomenon of strategic agents gaming a recommendation system to maximize the number of times they are recommended to users, we study a strategic variant of the linear contextual bandit problem, where the arms strategically misreport privately observed contexts to the learner. % under strategic context manipulation. We treat the algorithm design problem as one of emph{mechanism design} under uncertainty and propose the Optimistic Grim Trigger Mechanism (OptGTM) that minimizes re

Algorithm 249
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Building a Graph RAG System: A Step-by-Step Approach

Machine Learning Mastery

Graph RAG, Graph RAG, Graph RAG! This term has become the talk of the town, and you might have come across it as well. But what exactly is Graph RAG, and what has made it so popular?

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Anthropic Computer Use: AI Assitant Taking Over Your Computer

Analytics Vidhya

Imagine your AI assistant taking over your mouse and keyboard to navigate a computer just like you wouldclicking, typing, and scrolling, all by “looking” at the screen. Anthropic’s latest update introduces this cool capability to their AI model, Claude. Its in beta testing, but its already shaking up how AI can interact with software.

AI 286
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How to Implement Cross-Lingual Transfer Learning with mBERT in Hugging Face Transformers

KDnuggets

Let's learn how to use mBERT for multilingual tasks.

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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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Challenging the Cloud-Only Path to AI Innovation: A Critical Look at Vendor-Led AI Roadmaps

insideBIGDATA

In this contributed article, Saulo Bomfim, Vice President, Product and Service Strategy at Rimini Street, suggests that as major enterprise software vendors limit their AI offerings to cloud-only platforms, organizations face mounting pressure to migratebut instead of jumping into costly cloud transitions, IT leaders should first be aware of these four key challenges that could impact their AI transformation journey, and a viable solution to combat them all.

AI 367
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Predictive Optimization Automatically Delivers Faster Queries and Lower TCO

databricks

Predictive Optimization (PO) enhances the performance of Unity Catalog managed tables by intelligently optimizing data layouts, leading to significant improvements in query performance.

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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.

ML 246
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The startups Nvidia thinks are the future of AI

Dataconomy

Nvidia has expanded its influence in the artificial intelligence (AI) sector by investing in six emerging AI companies. The tech behemoth, valued at $3.3 trillion, aims to leverage innovation across various industries while navigating the complexities of these investments. Nvidia builds AI portfolio with investments in six startups Nvidia’s investments include Applied Digital Corp , Arm Holdings , Nano-X Imaging , Recursion Pharmaceuticals , Serve Robotics , and SoundHound AI.

AI 208
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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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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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15 Useful Python One-Liners for String Manipulation

KDnuggets

In this article, we'll explore 15 Python one-liners that make string manipulation not just efficient but also fun.

Python 271
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AI Beyond LLMs: How LQMs Are Unlocking the Next Wave of AI Breakthroughs

insideBIGDATA

In this contributed article, Dr. Stefan Leichenauer, Vice President of Engineering and lead scientist at SandboxAQ, discusses the profound evolution that is now emerging: Large Quantitative Models (LQMs), designed to tackle complex real-world problems in areas such as healthcare, climate science, and materials design, are set to revolutionize industries and unlock new AI-powered breakthroughs for some of the world’s greatest challenges.

AI 293
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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.

AI 262
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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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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.

AI 195
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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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Top 5 Reasons to Use AI Agents in 2025

Analytics Vidhya

The future is here, and its powered by AI agents. Unlike traditional software or AI tools, these agents are designed to operate autonomously, adapt to complex environments, and execute tasks without needing constant human oversight. Their ability to streamline processes, personalize experiences, and enable smarter decision-making makes them an indispensable asset for organizations and individuals […] The post Top 5 Reasons to Use AI Agents in 2025 appeared first on Analytics Vidhya.

AI 261
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Beginner’s Guide to Unit Testing Python Code with PyTest

KDnuggets

Learn how to write and run effective unit tests in Python using PyTest, ensuring your code is reliable and bug-free.

Python 271
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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.