insideBIGDATA

SEPTEMBER 13, 2024

In this contributed article, Mark Heitke, VP of Strategy at Symbiosys, discusses the role of AI in the emerging strategy of off-site retail media, how the access to retailer first-party data through an AI engine can create hyper-nuanced target customer groupings as well as the potential for predictive behavior analytics. As AI and retail media continue to intersect the potential for both retailers and brands expands exponentially resulting in a much better shopping and ad experience for the cons

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AI AI Analytics Analytics 370

ML @ CMU

SEPTEMBER 13, 2024

Introduction A central question in the discussion of large language models (LLMs) concerns the extent to which they memorize their training data versus how they generalize to new tasks and settings. Most practitioners seem to (at least informally) believe that LLMs do some degree of both: they clearly memorize parts of the training data—for example, they are often able to reproduce large portions of training data verbatim [ Carlini et al., 2023 ]—but they also seem to learn from this data, allow

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Analytics Vidhya

SEPTEMBER 13, 2024

Introduction OpenAI has released its new model based on the much-anticipated “strawberry” architecture. This innovative model, known as o1, enhances reasoning capabilities, allowing it to think through problems more effectively before providing answers. As a ChatGPT Plus user, I had the opportunity to explore this new model firsthand. I’m excited to share my insights on […] The post GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Analytics 318

Analytics Analytics Data Science Artificial Intelligence 318

insideBIGDATA

SEPTEMBER 13, 2024

In this contributed article, Karthik Jagannathan, Head of Payments Advisory at Intix, discusses how companies can source, process, and optimize data to fully leverage AI, despite the challenges posed by legacy systems. This piece is important for understanding how foundational data systems can drive AI's transformative power.

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AI AI 243

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

Analytics Vidhya

SEPTEMBER 13, 2024

Introduction Python is an object-oriented programming language (or OOPs). In my previous article, we explored its versatile nature. Due to this, Python offers a wide variety of data types, which can be broadly classified into mutable and immutable types. However, as a curious Python developer, I hope you also wonder how these concepts impact data. How is […] The post Mutable vs Immutable Objects in Python appeared first on Analytics Vidhya.

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Python Analytics Analytics 282

Machine Learning Mastery

SEPTEMBER 13, 2024

Few data science projects are exempt from the necessity of cleaning data. Data cleaning encompasses the initial steps of preparing data. Its specific purpose is that only the relevant and useful information underlying the data is retained, be it for its posterior analysis, to use as inputs to an AI or machine learning model, and […] The post Automating Data Cleaning Processes with Pandas appeared first on MachineLearningMastery.com.

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Data Science Dojo

SEPTEMBER 13, 2024

In the domain of machine learning, evaluating the performance and results of a classification model is a mandatory step. There are numerous metrics available to get this done. The ones discussed in this blog are the AUC (Area Under the Curve) and ROC (Receiver Operating Characteristic). It stands out for its effectiveness in measuring the performance of classification models and multi-class classification problems.

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Analytics Vidhya

SEPTEMBER 13, 2024

Introduction We now live in the age of artificial intelligence, where everything around us is getting smarter by the day. State-of-the-art large language models (LLMs) and AI agents, are capable of performing complex tasks with minimal human intervention. With such advanced technology comes the need to develop and deploy them responsibly. This article is based […] The post How to Build Responsible AI in the Era of Generative AI?

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KDnuggets

SEPTEMBER 13, 2024

Learn how to use the OpenAI o1-preview & o1-mini for decision-making, coding, and building an end-to-end machine learning project from scratch.

Machine Learning 268

Machine Learning Machine Learning Artificial Intelligence Artificial Intelligence 268

Analytics Vidhya

SEPTEMBER 13, 2024

OpenAI introduces o1-mini, a cost-efficient reasoning model with a focus on STEM subjects. The model demonstrates impressive performance in math and coding, closely resembling its predecessor, OpenAI o1, on various evaluation benchmarks. OpenAI anticipates that o1-mini will serve as a swift and economical solution for applications demanding reasoning capabilities without extensive global knowledge.The launch of […] The post OpenAI’s o1-mini: A Game-Changing Model for STEM with Cost-E

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Analytics Analytics AI AI 197

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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?

Business Intelligence

KDnuggets

SEPTEMBER 13, 2024

Learn how to install ClickHouse DBMS, create a database, and run SQL queries using native and Python clients.

Database 259

Database SQL Python Data Engineer 259

Hacker News

SEPTEMBER 13, 2024

Intel Corp. has officially qualified for as much as $3.5 billion in federal grants to make semiconductors for the Pentagon, according to people familiar with the matter, after the chipmaker reached a binding agreement with US officials.

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Analytics Vidhya

SEPTEMBER 13, 2024

Introduction How often do you truly think and reason before you speak? The current state-of-the-art LLM, GPT-4o, was already delivering impressive responses without taking much time to respond. But imagine if it started taking more time to think and build logic. With their latest model, o1, OpenAI has dropped a bombshell, introducing LLMs that can […] The post 3 Hands-On Experiments with OpenAI’s o1 You Need to See appeared first on Analytics Vidhya.

Analytics 164

Analytics Analytics AI AI 164

Hacker News

SEPTEMBER 13, 2024

The 900 MHz band, a frequency range serving as a commons for all, is now at risk due to NextNav’s brazen attempt to privatize this shared resource. Left by the FCC for use by amateur radio operators, unlicensed consumer devices, and industrial, scientific, and medical equipment, this spectrum has.

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

KDnuggets

SEPTEMBER 13, 2024

Learn to use the advanced models from Hugging Face.

Machine Learning 233

Machine Learning Machine Learning 233

Hacker News

SEPTEMBER 13, 2024

The 2024 Ig Nobel Prizes were awarded at the 34th First Annual Ig Nobel Prize ceremony, on Thursday evening, September 12, 2024, at MIT (The Massachusetts Institute of Technology) in Camb…

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AWS Machine Learning Blog

SEPTEMBER 13, 2024

Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. In industries like insurance, where unpredictable scenarios are the norm, traditional automation falls short, leading to inefficiencies and missed opportunities. With the power of intelligent agents, you can simplify these challenges. In this post, we explore how chaining domain-specific agents using Amazon Bedrock Agents can transform a system of complex API interactions into streamlined, adap

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Hacker News

SEPTEMBER 13, 2024

A survey at one of the biggest UK research universities finds that staff often end up flying to meetings despite a preference to avoid air travel. A survey at one of the biggest UK research universities finds that staff often end up flying to meetings despite a preference to avoid air travel.

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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.

SAS Software

SEPTEMBER 13, 2024

SAS has a programming language, but IS that all it is? Nope, but it still ranks high as a most marketable programming skill. The post Is SAS a programming language? appeared first on SAS Blogs.

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Hacker News

SEPTEMBER 13, 2024

NASA astronauts Suni Williams and Butch Wilmore, who served on Boeing’s Starliner crewed test flight, reflects on the decision to send Starliner home empty and leave them in space.

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MoorInsights for Forbes

SEPTEMBER 13, 2024

Google has a more cohesive approach than ever for Pixel phones and wearables, and its Pixel 9 launch showed how it is deploying Gemini AI across all of its devices.

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AI AI 95

Hacker News

SEPTEMBER 13, 2024

Doctor Web experts have uncovered yet another case of an Android-based TV box infection. The malware, dubbed Android.Vo1d , has infected nearly 1.3 million devices belonging to users in 197 countries. It is a backdoor that puts its components in the system storage area and, when commanded by attackers, is capable of secretly downloading and installing third-party software.

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

FlowingData

SEPTEMBER 13, 2024

Every two years, since 2012 , the North American Cartographic Information Society publishes Atlas of Design. It’s a collection of beautiful maps and the process behind each. From series editor Nat Case, on how traditions in cartography can still feel new: This is one of the magical things about how people depict the world. Even if the point of the depiction is one you’ve seen or heard a thousand times, if you tell it right, a love song or a portrait or an action movie can still take

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Hacker News

SEPTEMBER 13, 2024

In Empire of the Sun, published 40 years ago, the great novelist turned his childhood experiences in a Japanese prisoner-of-war camp into a form of personal liberation.

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AWS Machine Learning Blog

SEPTEMBER 13, 2024

Managing cloud costs and understanding resource usage can be a daunting task, especially for organizations with complex AWS deployments. AWS Cost and Usage Reports (AWS CUR) provides valuable data insights, but interpreting and querying the raw data can be challenging. In this post, we explore a solution that uses generative artificial intelligence (AI) to generate a SQL query from a user’s question in natural language.

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Hacker News

SEPTEMBER 13, 2024

For the past two years Charles Zhang and I have been working on getting my game engine, Trial, running on the Nintendo Switch. The primary challenge in doing this is porting the underlying Common Lisp runtime to work on this platform. We knew going into this that it was going to be hard, but it has proven to be quite a bit more tricky than expected.

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Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

Business Intelligence

AWS Machine Learning Blog

SEPTEMBER 13, 2024

Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and confidently build, train, and deploy ML models into a production-ready hosted environment. SageMaker provides a broad selection of ML infrastructure and model deployment options to help meet your ML inference needs. It also helps scale your model deployment, manage models more effectively in production, and reduce operational burden.

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Hacker News

SEPTEMBER 13, 2024

“Playground,” Powers’s new novel, aims to do for the oceans what “The Overstory” did for trees, shaking us out of our human exceptionalism.

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AssemblyAI

SEPTEMBER 13, 2024

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community. Join Us On Discord Use Large Language Models With Voice Data Get more from your voice data with our guides on using Large Language Models (LLMs) with LeMUR. Learn how to ask questions, summarize, extract, and generate content from your audio data:  Ask questions about your audio data : Learn how to use LeMUR to ask questions and get insightful answers about your audio data.

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Python AI AI 59

Hacker News

SEPTEMBER 13, 2024

The Freudian stain upon the literary imagination cannot be rinsed away. What, then, is the proper relation between psychoanalysis and literature?

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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.