KDnuggets
DECEMBER 25, 2024
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.
KDnuggets
DECEMBER 4, 2024
Learn to build, run, and manage data engineering pipelines both locally and in the cloud using popular tools.
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insideBIGDATA
DECEMBER 26, 2024
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.
KDnuggets
DECEMBER 2, 2024
In this article, we’ll go over Python libraries for tasks like logging, unit testing, data handling, and more — each with features that can simplify your application development.
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?
Cassie Kozyrkov
DECEMBER 3, 2024
AI, privacy, human bias, prompting, the future of content, and how to hack a chatbot Continue reading on Towards Data Science »
insideBIGDATA
DECEMBER 16, 2024
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.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Data Science Dojo
DECEMBER 12, 2024
Let’s suppose youre training a machine learning model to detect diseases from X-rays. Your dataset contains only 1,000 imagesa number too small to capture the diversity of real-world cases. Limited data often leads to underperforming models that overfit and fail to generalize well. It seems like an obstacle – until you discover data augmentation.
Data Science Dojo
DECEMBER 13, 2024
In the ever-evolving world of data science , staying ahead of the curve is crucial. Attending AI conferences is one of the best ways to gain insights into the latest trends, network with industry leaders, and enhance your skills. As we look forward to 2025, several AI conferences promise to deliver cutting-edge knowledge and unparalleled networking opportunities.
Analytics Vidhya
DECEMBER 27, 2024
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.
KDnuggets
DECEMBER 26, 2024
A beginners guide to getting started with image captioning models with HuggingFace.
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!
insideBIGDATA
DECEMBER 18, 2024
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.
databricks
DECEMBER 20, 2024
We're excited to announce the Public Preview of credential vending for Unity Catalogs open APIs, allowing external clients to securely access Unity Catalog.
Machine Learning Research at Apple
DECEMBER 17, 2024
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.
Data Science Dojo
DECEMBER 11, 2024
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.
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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.
Adrian Bridgwater for Forbes
DECEMBER 18, 2024
Aside from the definable world of software code and its evolutionary path, well also spend more time next year on developer, user and all-stakeholder wellbeing.
KDnuggets
DECEMBER 30, 2024
This is a quick shortlist to make sure youre ticking off the essentials for your job hunt in 2025.
insideBIGDATA
DECEMBER 11, 2024
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.
databricks
DECEMBER 23, 2024
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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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?
Analytics Vidhya
DECEMBER 13, 2024
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.
Machine Learning Research at Apple
DECEMBER 16, 2024
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.
Adrian Bridgwater for Forbes
DECEMBER 12, 2024
Red Hat Enterprise Linux AI is a foundation model platform for developing, testing and running generative artificial intelligence models for enterprise applications.
KDnuggets
DECEMBER 19, 2024
Using Docker for local development brings stability, flexibility, and ease of management of the environment. No matter what operating system you're using. Learn how to use Docker on Windows, Linux, and macOS to simplify your development setup, from creating your first container to managing complex environments with Docker Compose.
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.
insideBIGDATA
DECEMBER 27, 2024
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.
databricks
DECEMBER 9, 2024
Our customers continue to shift from monolithic prompts with general-purpose models to specialized agent systems to achieve the quality needed to drive ROI.
Analytics Vidhya
DECEMBER 27, 2024
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.
Machine Learning Research at Apple
DECEMBER 2, 2024
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
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.
Adrian Bridgwater for Forbes
DECEMBER 2, 2024
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.
KDnuggets
DECEMBER 16, 2024
In this article, we'll explore 15 Python one-liners that make string manipulation not just efficient but also fun.
insideBIGDATA
DECEMBER 6, 2024
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.
databricks
DECEMBER 17, 2024
Were excited to announce the Public Preview of Query Git integration as part of the new SQL Editor. Git support for queries.
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.
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