Sat.Sep 07, 2024 - Fri.Sep 13, 2024

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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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10 GitHub Repositories to Master Computer Vision

KDnuggets

The GitHub repository includes up-to-date learning resources, research papers, guides, popular tools, tutorials, projects, and datasets.

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Comparing Scikit-Learn and TensorFlow for Machine Learning

Machine Learning Mastery

Choosing a machine learning (ML) library to learn and utilize is essential during the journey of mastering this enthralling discipline of AI. Understanding the strengths and limitations of popular libraries like Scikit-learn and TensorFlow is essential to choose the one that adapts to your needs. This article discusses and compares these two popular Python libraries […] The post Comparing Scikit-Learn and TensorFlow for Machine Learning appeared first on MachineLearningMastery.com.

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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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How to Access OpenAI o1?

Analytics Vidhya

Introduction Strawberry is out in the market!!! I hope this will be as fruitful as the recent advancements in artificial intelligence brought by other OpenAI’s latest models. We have been waiting for GPT-5 for so long, and now OpenAI has released its fact-checking and high reasoning model—OpenAI o1, with a code name of Strawberry. This […] The post How to Access OpenAI o1?

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What’s new with Databricks SQL

databricks

We are excited to share the latest new features and performance improvements that make Databricks SQL simpler, faster and lower cost than ever.

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More Trending

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Building the Same App across Various Web Frameworks

Eugene Yan

Comparing five implementations built with FastAPI, FastHTML, Next.

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How to Automate Google Sheets?

Analytics Vidhya

Introduction Google Sheets is one of the most popular and widely used alternatives to Excel. Its collaborative environment offers features such as real-time editing, and version control, and its tight integration with Google Suite which allows you to call Google Sheets in Google Docs, helps to bring the best of the Google workspace. You can […] The post How to Automate Google Sheets?

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How App.Symph AI simplifies app creation for everyone

Dataconomy

Thanks to App.Symph AI, you will be able to make and use programs in seconds without knowing the software. App.Symph AI offers a platform where users can build their AI-powered apps with little or no coding knowledge. This makes it an attractive option for a wide range of people, from educators who want to streamline lesson planning to small business owners who need fast, customized solutions.

AI 209
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5 Quirky Data Science Projects to Impress

KDnuggets

Develop unique yet standing-out data science projects to improve your data portfolio.

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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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o1: OpenAI’s New Model That ‘Thinks’ Before Answering Tough Problems

Analytics Vidhya

Have you heard the big news? OpenAI just rolled out preview of a new series of AI models – OpenAI o1 (also known as Project Strawberry/Q*). These models are special because they spend more time “thinking” before they give you an answer. That means they’re better at tackling really tough problems in areas like science, […] The post o1: OpenAI’s New Model That ‘Thinks’ Before Answering Tough Problems appeared first on Analytics Vidhya.

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Understanding the Importance of Data Resilience 

Dataversity

In recent years, the frequency and sophistication of cyberattacks have surged, presenting a formidable challenge to organizations worldwide. The proliferation of interconnected devices, growing dependency on cloud services, and the shift to remote work have introduced new vulnerabilities, creating more opportunities for cybercriminals to exploit. My company’s 2024 Data Protection Trends report revealed that 75% of organizations experience […] The post Understanding the Importance of Data R

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5 Hidden Gem Python Libraries for Data Science

KDnuggets

Exploring the not-so-famous data science libraries that can be useful in your data workflow.

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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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FDA Authorizes First Over-the-Counter Hearing Aid Software

Hacker News

The FDA authorized the first over-the-counter hearing aid software device, Hearing Aid Feature, intended to be used with compatible versions of the Apple AirPods Pro headphones.

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Build a RAG-based QnA application using Llama3 models from SageMaker JumpStart

AWS Machine Learning Blog

Organizations generate vast amounts of data that is proprietary to them, and it’s critical to get insights out of the data for better business outcomes. Generative AI and foundation models (FMs) play an important role in creating applications using an organization’s data that improve customer experiences and employee productivity. The FMs are typically pretrained on a large corpus of data that’s openly available on the internet.

AWS 112
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Our latest advances in robot dexterity

DeepMind

Two new AI systems, ALOHA Unleashed and DemoStart, help robots learn to perform complex tasks that require dexterous movement

AI 126
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Free Courses That Are Actually Free: Data Analytics Edition

KDnuggets

Kickstart your data analyst career with all these free courses.

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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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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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Where the Crops Grow

FlowingData

Since weather and land availability vary across the country, so do the crops. This is the cropland geography of the United States.

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Best prompting practices for using Meta Llama 3 with Amazon SageMaker JumpStart

AWS Machine Learning Blog

Llama 3, Meta’s latest large language model (LLM), has taken the artificial intelligence (AI) world by storm with its impressive capabilities. As developers and businesses explore the potential of this powerful model, crafting effective prompts is key to unlocking its full potential. In this post, we dive into the best practices and techniques for prompting Meta Llama 3 using Amazon SageMaker JumpStart to generate high-quality, relevant outputs.

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It’s Not the Tools, It’s the Culture: How to Roll Out Data Democratization

Dataversity

You want to implement data democratization, so you deployed all the new tooling and data infrastructure. You have a data catalog to manage metadata and ensure data lineage and a data marketplace to enable data discovery and self-service analytics. You’ve invested in the latest technologies to enable full self-service operation. The data management architecture you […] The post It’s Not the Tools, It’s the Culture: How to Roll Out Data Democratization appeared first on DATAVERSITY.

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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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Greenland landslide caused freak wave that shook Earth for nine days

Hacker News

Seismologists were mystified by a strange signal that persisted for nine days in 2023 – now its source has been identified as a standing wave caused by a landslide in Greenland

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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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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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Watch live as SpaceX crew carry out first-ever commercial spacewalk

Hacker News

A group of astronauts led by a billionaire commander has completed the first ever privately funded spacewalk - in a highly risky mission. Watch and follow live updates of the SpaceX mission below.

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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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Show HN: iFixit created a new USB-C, repairable soldering system

Hacker News

Like many people who solder regularly, I decided years ago to upgrade from a basic iron and invest in a soldering station. My RadioShack digital station has served me well for the better part of 20 ye.

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The CIA-in-Chile Scandal at 50

Hacker News

Washington, D.C., September 9, 2024 – Fifty years ago, as the New York Times prepared to break a major exposé on CIA covert operations in Chile, the architect of those operations, Henry Kissinger, misled President Gerald Ford about clandestine U.S. efforts to undermine the elected government of Socialist Party leader Salvador Allende, documents posted today by the National Security Archive show.

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How a government scientist is pushing to supersize research into ultra-processed foods

Hacker News

CHICAGO — The last place you might have expected Kevin Hall to make a plea for help was at a conference of scientists who work for global food conglomerates. After all, the government researcher is the leading scientific voice in the United States warning that a steady diet of these engineered products might be a crucial driver of the nation’s epidemic of overeating.

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A good day to trie-hard: saving compute 1% at a time

Hacker News

Pingora handles 35M+ requests per second, so saving a few microseconds per request can translate to thousands of dollars saved on computing costs. In this post, we share how we freed up over 500 CPU cores by optimizing one function and announce trie-hard, the open source crate that we created to do it.

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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.