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7 Computer Vision Projects for All Levels

KDnuggets

Each project, from beginner tasks like Image Classification to advanced ones like Anomaly Detection, includes a link to the dataset and source code for easy access and implementation.

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Leveraging Transfer Learning in Computer Vision for Quick Wins

Machine Learning Mastery

Computer vision (CV) is a field where machines learn to “see” and understand images or videos. It helps machines recognize objects, faces, and even actions in photos or videos. For example, CV is used in self-driving cars to detect road signs and people, or in medical scans to spot diseases.

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10 Essential Python Libraries for Data Science in 2024

KDnuggets

The richness of Python’s ecosystem has one downside: it makes it difficult to decide which libraries are the best for your needs. This article is an attempt to amend this by suggesting ten (and some more, as a bonus) libraries that are an absolute must in data science.

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Metronome Checks Box For Usage-Based IT Pricing

Adrian Bridgwater for Forbes

IT billing helps control software systems and see whether the “only pay for what you need” promise of cloud computing ever really manifests itself in the real world.

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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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ChatGPT adds chat history feature for web

Dataconomy

OpenAI has introduced a chat history feature to ChatGPT that makes it easier for users to search through their past conversations. The new tool, announced on X (formerly Twitter), allows users to find vital information from previous chats quickly and conveniently. The feature is being gradually rolled out to different user groups, starting with Plus and Team users.

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15 Billion Miles Away, NASA's Voyager 1 Breaks Its Silence

Hacker News

NASA reconnected with Voyager 1 after a fault protection system prompted the spacecraft to turn off a transmitter. Engineers at JPL are investigating the incident, facing the challenge of managing commands and data over a 15 billion-mile distance.

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Presidential Election Chances, Practice Run

FlowingData

By now you’ve seen or chosen to ignore forecasts that provide probabilities for a presidential candidate winning the election. Run enough elections with a given probability and the results converge. On the other hand, individual outcomes are a lot less certain.

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ChatGPT confessed: Orion model is coming

Dataconomy

OpenAI is set to introduce Orion, its latest model, by December, according to The Verge. Unlike previous releases, Orion won’t be immediately available to all users through ChatGPT. Instead, OpenAI plans to give priority access to its close business partners, who will use Orion to build their own tools and features. OpenAI might release Orion by December OpenAI is aiming for a more controlled rollout, allowing for better integration and customization by trusted partners before making it wi

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Steam games will need to disclose kernel-level anti-cheat on store pages

Hacker News

Valve announced a change for Steam today that will make things a lot clearer for everyone, as developers will now need to clearly list the kernel-level anti-cheat used on Steam store pages.

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Fine-Tuning GPT-4o

KDnuggets

Learn how to enhance GPT-4o performance for legal text clarification on your old laptop with just a few lines of code.

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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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Achieve multi-Region resiliency for your conversational AI chatbots with Amazon Lex

AWS Machine Learning Blog

Global Resiliency is a new Amazon Lex capability that enables near real-time replication of your Amazon Lex V2 bots in a second AWS Region. When you activate this feature, all resources, versions, and aliases associated after activation will be synchronized across the chosen Regions. With Global Resiliency, the replicated bot resources and aliases in the second Region will have the same identifiers as those in the source Region.

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Is AI Mathematically Competent? A Review of the Apple Study

Towards AI

Last Updated on October 31, 2024 by Editorial Team Author(s): Devashish Datt Mamgain Originally published on Towards AI. AI and Maths In 2022 and 2023, large AI companies were primarily concerned with NLP. This was evidenced by the launches that focused more on creative use and Mira. However, the latest models (o1 and the new Claude Sonnet 3.5) have focused more on mathematical reasoning and science problems.

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Meta Connect 2024: Orion Was The Star; AI, Quest, Ray-Ban Co-Starred

MoorInsights for Forbes

Meta Connect spotlighted many Meta products, but the star of the show was Orion, an AR glasses demonstration device that points the way to the next generation of AR.

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No Matter What the Bank Says, It's Your Money, Your Data, and Your Choice

Hacker News

The Consumer Finance Protection Bureau (CFPB) has just finalized a rule that makes it easy and safe for you to figure out which bank will give you the best deal and switch to that bank, with just a couple of clicks. We love this kind of thing: the coolest thing about a digital world is how easy it.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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10 Useful Python One-Liners for Data Cleaning

KDnuggets

Here are some useful Python one-liners for common data cleaning tasks.

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In defense of screen time

fast.ai

Pundits say my husband and I are parenting wrong.

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Jailbreaking LLM-Controlled Robots

ML @ CMU

Summary. Recent research has shown that large language models (LLMs) such as ChatGPT are susceptible to jailbreaking attacks, wherein malicious users fool an LLM into generating toxic content (e.g., bomb-building instructions). However, these attacks are generally limited to producing text. In this blog post, we consider the possibility of attacks on LLM-controlled robots, which, if jailbroken, could be fooled into causing physical harm in the real world.

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Samsung Galaxy Book4 Edge 16 Review: Biggest Snapdragon X Elite Laptop

MoorInsights for Forbes

The fastest Snapdragon X Elite on any Copilot+ PC and a gorgeous screen are pluses, but this laptop would be better with a little more RAM and a little more battery life.

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Changing the Game with MES: Cut Costs, Drive Efficiency, & Achieve Sustainability Goals!

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

In an era where efficiency is king, are you leveraging the right tools to transform your manufacturing processes? A Manufacturing Execution System (MES) is critical for enhancing operational efficiency, reducing waste, and optimizing energy usage—key factors for improving your bottom line and lowering your carbon footprint. Join Nikhil Joshi, a manufacturing technology expert with 18+ years of hands-on experience, in this new webinar as he uncovers the secrets of MES and how to best utilize thes

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Dropbox announces 20% global workforce reduction

Hacker News

Today, our cofounder and CEO Drew Houston shared the difficult news that we’ll be making reductions to our global workforce. Here's the email he sent to all employees.

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Model Selection and Experimentation Automation with LLMs

KDnuggets

Automate the machine learning modelling important step with LLMs.

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Automate document processing with Amazon Bedrock Prompt Flows (preview)

AWS Machine Learning Blog

Enterprises in industries like manufacturing, finance, and healthcare are inundated with a constant flow of documents—from financial reports and contracts to patient records and supply chain documents. Historically, processing and extracting insights from these unstructured data sources has been a manual, time-consuming, and error-prone task. However, the rise of intelligent document processing (IDP), which uses the power of artificial intelligence and machine learning (AI/ML) to automate the ex

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1BRC Coding Challenge: Nerd Sniping the Java Community

Hacker News

Gunnar Morling discusses some of the tricks employed by the fastest solutions for processing a 13 GB input file within less than two seconds through parallelization and efficient memory access.

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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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Crafting Painterly Shaders

Hacker News

A detailed essay on my research and process of building a shader to mimic paint, watercolor, and aquarelle by exploring various implementations of the Kuwahara image smoothing filter.

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It Might Be Possible to Detect Gravitons After All

Hacker News

A new experimental proposal suggests detecting a particle of gravity is far easier than anyone imagined. Now physicists are debating what it would really prove.

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The secret electrostatic world of insects

Hacker News

Invisibly to us, insects and other tiny creatures use static electricity to travel, avoid predators, collect pollen, and more. New experiments explore how evolution may have influenced this phenomenon.

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Wonder Animation – Video to 3D Animation

Hacker News

Wonder Dynamics (Autodesk company), launches Wonder Animation, groundbreaking video-to-3D scene technology that accelerates animated film production by turning any video sequence into a 3D-animated scene.

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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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Teri Garr, Star of 'Young Frankenstein' and 'Tootsie,' Dies at 79

Hacker News

Teri Garr, the actress and singer who brought her buoyant personality to 'Young Frankenstein' and was Oscar-nominated for 'Tootsie,' has died at 79.

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Using an 8K TV as a Monitor

Hacker News

For programming, word processing, and other productive work, consider getting an 8K TV instead of a multi-monitor setup. An 8K TV will have superior image quality, resolution, and versatility compared to multiple 4K displays, at roughly the same size. As a bonus, an 8K display is also suitable for gaming at 4K 120 Hz, or for full screen media consumption, which is not possible with multiple smaller monitors.

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OpenZFS deduplication is good now and you shouldn't use it

Hacker News

OpenZFS 2.3.0 will be released any day now, and it includes the new “Fast Dedup” feature. My team at Klara spent many months in 2023 and 2024 working on it, and we reckon it’s pretty good, a huge step up from the old dedup as well as being a solid base for further improvements.

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Thunderbird for Android Now Available

Hacker News

Thunderbird for Android takes flight today! Find out what's new in the first stable release, where to download it, and how to get started!

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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.