Fri.Sep 13, 2024

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How AI Will Shape the Future Growth of RMNs

insideBIGDATA

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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GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Analytics Vidhya

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 323
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Rethinking LLM Memorization

ML @ CMU

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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Mutable vs Immutable Objects in Python

Analytics Vidhya

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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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Aligned and Refined: The Crucial Role of Data in the AI Revolution for Financial Services 

insideBIGDATA

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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Top 11 YouTube Channels to Learn Tableau

Analytics Vidhya

Introduction Tableau is considered one of the most robust data visualization tools currently in use by companies and individuals globally for efficient data analysis and presentation. With its user-friendly interface and extensive features, Mastering Tableau can significantly improve your capacity to transform raw data into valuable insights. Luckily, numerous top-quality YouTube channels provide in-depth tutorials […] The post Top 11 YouTube Channels to Learn Tableau appeared first on Ana

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How to Build Responsible AI in the Era of Generative AI?

Analytics Vidhya

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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Automating Data Cleaning Processes with Pandas

Machine Learning Mastery

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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A Beginner’s Guide to ClickHouse Database

KDnuggets

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

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OpenAI’s o1-mini: A Game-Changing Model for STEM with Cost-Efficient Reasoning

Analytics Vidhya

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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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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Intel Solidifies $3.5B Deal to Make Chips for Military

Hacker News

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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3 Hands-On Experiments with OpenAI’s o1 You Need to See

Analytics Vidhya

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.

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NextNav's Callous Land-Grab to Privatize 900 MHz

Hacker News

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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Implementing Multimodal Models with Hugging Face Transformers

KDnuggets

Learn to use the advanced models from Hugging Face.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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The 34th First Annual Ig Nobel Ceremony

Hacker News

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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Pixel 9 Launch: Google’s Approach To AI Becomes Clearer

MoorInsights for Forbes

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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Academics say flying to meetings harms the climate – but they carry on

Hacker News

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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Is SAS a programming language?

SAS Software

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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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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Starliner astronaut: We found things that we just could not get comfortable with

Hacker News

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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Atlas of Design, Volume 7

FlowingData

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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JG Ballard's Apocalyptic Art

Hacker News

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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Build ultra-low latency multimodal generative AI applications using sticky session routing in Amazon

AWS Machine Learning Blog

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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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Void captures over a million Android TV boxes

Hacker News

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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Build Powerful Speech AI Apps with AssemblyAI & Speaker Diarization Tutorials

AssemblyAI

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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Porting SBCL to the Nintendo Switch

Hacker News

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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DES Algorithm: A Comprehensive Overview

Pickl AI

Summary: This comprehensive guide examines the Data Encryption Standard (DES) algorithm, detailing its history, operational mechanics, security vulnerabilities, transition to the Advanced Encryption Standard (AES), and current status, highlighting its significance in the evolution of cryptography. Introduction In the realm of cryptography, the Data Encryption Standard (DES) algorithm has played a pivotal role in securing data for decades.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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Richard Powers on What We Do to the Earth and What It Does to Us

Hacker News

“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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Use of AI and Big Data Analytics to Manage Pandemics

Pickl AI

Summary: This blog examines the role of AI and Big Data Analytics in managing pandemics. It covers early detection, data-driven decision-making, healthcare responses, public health communication, and case studies from COVID-19, Ebola, and Zika outbreaks, highlighting emerging technologies and ethical considerations. Introduction The emergence of pandemics has historically posed significant challenges to global health systems , economies, and societies.

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The Analyst and the Bard

Hacker News

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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ODSC Europe 2024 is in the Books! Here’s What You Missed

ODSC - Open Data Science

After months of planning and build-up, ODSC Europe 2024 has come and gone already. Across both days of the conference, we had hundreds of attendees network, hear from world-renowned AI instructors, learn about everything new in AI, and walk away with knowledge that they can’t get anywhere else. Here’s a rundown of ODSC Europe 2024, including the most attended sessions, pictures from the event, and key takeaways from attendees.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.