~hackernoon | Bookmarks (1900)

Rethinking OOD Detection: Combining Autoencoders with Cutting-Edge Techniques

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This section presents a novel OOD detection methodology that integrates deep autoencoders for feature learning and...
This section presents a novel OOD detection methodology that integrates deep autoencoders for feature learning and dimensionality reduction with a new local conditional probability (LCP) measure. By utilizing neuron activation traces and data reconstruction, the proposed method enhances the detection of out-of-distribution data, offering improved accuracy for complex, high-dimensional datasets.

ai-quality-management aiqm-research anomaly-detection-methods data-quality-analysis out-of-distribution-data
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Exploring Statistical Methods for OOD Detection: KD, MD, kNN, and LOF

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This section reviews statistical methods for detecting out-of-distribution (OOD) data, including Kernel Density Estimation (KD), Mahalanobis...
This section reviews statistical methods for detecting out-of-distribution (OOD) data, including Kernel Density Estimation (KD), Mahalanobis Distance (MD), k-Nearest Neighbors (kNN), and Local Outlier Factor (LOF). It explains how each method uses different data characteristics to identify anomalies and provides a framework for evaluating OOD detection based on these techniques.

ai-quality-management aiqm-research anomaly-detection-methods data-quality-analysis out-of-distribution-data
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Quality Assurance of a GPT-Based Sentiment Analysis System

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This paper presents a novel approach to out-of-distribution (OOD) data detection using deep learning and local...
This paper presents a novel approach to out-of-distribution (OOD) data detection using deep learning and local conditional probability. By combining autoencoder-based feature extraction with a new statistical measure, the study offers a superior method for detecting OOD data in AI quality management, demonstrated through comprehensive experiments.

ai-quality-management aiqm-research anomaly-detection-methods data-quality-analysis out-of-distribution-data
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How to Create Brand Names That Sell With ChatGPT

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This article explores how to use AI tools like ChatGPT for generating creative brand names. It...
This article explores how to use AI tools like ChatGPT for generating creative brand names. It outlines a step-by-step process, starting with defining your brand and extracting key descriptive keywords. It then demonstrates how to use these keywords to generate a list of potential names, refine your options, and seek feedback. The article emphasizes how AI can enhance brainstorming and streamline the process of...

ai brand brand-building brand-strategy chatgpt
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My Deep Learning Experiments for Fintech Risk Detection

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Fintech risk detection is all about two-stepping through recognizing potential fraudulent activities, credit risks as well...
Fintech risk detection is all about two-stepping through recognizing potential fraudulent activities, credit risks as well as ensuring compliance with regulations. Traditional approaches are typically rule-based systems and have limits. Deep learning is adept at generalizing from large volumes of data and uncovering non-intuitive structures in that data.

deep-learning-in-finance fintech fintech-industry-trends fintech-risk-detection risk-detection
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Establish Secure Connectivity Between Multi-cloud (AWS and GCP) Using BGP Over Site-to-Site VPN

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Many organizations are moving towards multi-cloud deployments and moving away from traditional networks. In this article,...
Many organizations are moving towards multi-cloud deployments and moving away from traditional networks. In this article, I will cover how you can establish the site-to-site VPN tunnel configuration between AWS Managed VPN and Google Cloud Platform. This article will be helpful to those who are looking to incorporate multi- cloud architecture into a high-availability setup.

aws gcp multi-cloud secure site-to-site-vpn-tunnel
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Streamlining AI Data Collection with Bright Data’s Scraping Browser

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Bright Data provides two scraping solutions, the Web Scraper API and the Scraping Browser. Bright Data...
Bright Data provides two scraping solutions, the Web Scraper API and the Scraping Browser. Bright Data infrastructure is championed around collecting only publicly available data, backed by an industry-leading know-your-customer process and a transparent, acceptable use policy. Some notable companies that use Bright Data are Microsoft, Epson, Mozilla, and so on.

ai artificial-intelligence brightdata machine-learning scraping-browser
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I Led Dozens of Meta System Design Interviews, Here's The Right Way to Prep

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After conducting system design interviews for dozens of candidates at Meta (as well as Microsoft and...
After conducting system design interviews for dozens of candidates at Meta (as well as Microsoft and Educative), I've seen the good and the bad. Today, I'll share the tips I wish I could've given other candidates, and break down 9 common System Design Interview problems a SWE candidate applying to Meta might face.

distributed-systems facebook interview-questions meta system-design
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Meet Stellar: HackerNoon Company of the Week

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Stellar is a decentralized public blockchain that helps developers set up a variety of payment options....
Stellar is a decentralized public blockchain that helps developers set up a variety of payment options. Founded in 2014, Stellar helps builders integrate payment systems into any application. On their website, people can learn how to set up instant global payments, digital wallets, and help them create smart contracts.

hackernoon hackernoon-top-story meet-stellar stellar tech-companies
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I Stopped Writing Code and You Can Too: 11 AI Code Gen Hints.

hackernoon.com

AI can be used to help you with code-related tasks. Use clear and specific prompts. Break...
AI can be used to help you with code-related tasks. Use clear and specific prompts. Break complex tasks into smaller, manageable pieces. Ask AI to include detailed comments explaining the logic of the generated code. This can help you and the AI understand the code better and make future modifications easier.

ai ai-code ai-code-generation ai-coding chatgpt-coding
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MEV Bots: How Do They Influence The Crypto Market?

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crypto-trading ethereum mev mev-protection mevbot
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No More AI Costs: How to Run Meta Llama 3.1 Locally

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Llama 3.1 is Meta's newest AI model that’s open for anyone to use. It can work...
Llama 3.1 is Meta's newest AI model that’s open for anyone to use. It can work with up to 128,000 words at once, which is great for long writing tasks. The big 405 billion version needs a very powerful computer, but I’ll show you how to run the 8-billion version.

ai llama-3 llm llms meta
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Essential 2024 AI & Big Data Conferences: Oxycon, World AI Summit, AI Summit NY, Analytics Summit

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The year 2024 has witnessed further developments in technology with artificial intelligence (AI) and big data...
The year 2024 has witnessed further developments in technology with artificial intelligence (AI) and big data leading the charge. This year, there will be AI and bigData conferences in different parts of the world for AI experts, researchers and enthusiasts to attend either in real life or online. The conferences covered include are World Summit AI, AI Summit New York, Oxycon, Analytics Summit, and...

ai ai-events big-data tech tech-conferences
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The Future of Web3 Games - Prospects and Dangers

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Web3 gaming is an exciting ecosystem that showcases the benefits of decentralization and blockchain-based economic models....
Web3 gaming is an exciting ecosystem that showcases the benefits of decentralization and blockchain-based economic models. Polygon, an Ethereum scaling solution, attracted over 1 million daily wallets in the first three months of 2024, up 429% compared to the previous quarter. The diversity in infrastructure options is making the Web3 gaming sector attractive to investors.

blockchain-activity gaming-metaverse p2e-gaming popular-web3-games web3-adoption
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How Product Analysts Can Use ChatGPT To Boost Efficiency

hackernoon.com

Tips on using ChatGPT across various data analysis tasks, such as for stronger communication, unit economics...
Tips on using ChatGPT across various data analysis tasks, such as for stronger communication, unit economics estimations, and SQL tasks.

chatgpt chatgpt-for-communication chatgpt-for-estimations chatgpt-for-sql-tasks product-analytics
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Building a Job Board in 2024: What I Learned and What I’d Do Differently

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A review of what it's like building a job board in 2024. Learn common problems, solutions...
A review of what it's like building a job board in 2024. Learn common problems, solutions and approaches to job board building.

build-a-job-board dubai-job-board entrepreneurship saudi-arabia-job-board startup-inspiration
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Demystifying Data and Serialization Templates with JSON, YAML, and Jinja

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Learn the differences between JSON, YAML, and Jinja, and how to choose the right tool for...
Learn the differences between JSON, YAML, and Jinja, and how to choose the right tool for your project.

data-analysis data-science data-serialization json master-data-management
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From Primitive Minds to Futuristic Gaming: Amar Bedi's Vision for a Seamless Web3 Experience

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Amar Bedi, CEO of Tashi Gaming, talks about the future of gaming. Bedi sees the adoption...
Amar Bedi, CEO of Tashi Gaming, talks about the future of gaming. Bedi sees the adoption of blockchain as similar to that of the smartphone. He believes that once the average person benefits from blockchain it will become as ubiquitous as the phone. He also sees a tipping point when AI is considered as the tipping point.

amar-bedi amar-bedi-interview jillian-godsil tashi-gaming web2-gaming
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Java vs. Scala: Comparative Analysis for Backend Development in Fintech

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Choosing the right backend technology for fintech development involves a detailed look at Java and Scala.

java java-vs-scala javascript scala should-i-choose-scala
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Somnia Looks to Community Governance and Open Standards to Shape Future of Virtual Worlds

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Somnia founder Paul Thomas discusses the company's metaverse browser, high-performance blockchain, and vision for an open,...
Somnia founder Paul Thomas discusses the company's metaverse browser, high-performance blockchain, and vision for an open, unified virtual society.

behind-the-startup metaverse metaverse-browser paul-thomas somnia
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Voice Search Optimization: Strategies for Voice-Activated Devices

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Most company websites remain unoptimized for voice searches. When customers verbally ask questions, unoptimized pages will...
Most company websites remain unoptimized for voice searches. When customers verbally ask questions, unoptimized pages will fail to rank in voice search engine results.

google-voice-search voice-assistant voice-based-interface voice-recognition voice-search
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Orbs Pioneers Layer 3 Technology to Bridge CeFi and DeFi Trading Experiences

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Ran Hammer, VP of Business Development at Orbs, discusses the platform's innovative Layer 3 blockchain technology...
Ran Hammer, VP of Business Development at Orbs, discusses the platform's innovative Layer 3 blockchain technology and its pivot to DeFi.

behind-the-startup cefi-trading defi-trading orbs ran-hammer
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Blockchain Without Fees? Chromia's Groundbreaking Model Explained

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Or Perelman, co-founder of Chromia, talks to TechCrunch's Ishan Pandey. Chromia's mainnet recently launched, and the...
Or Perelman, co-founder of Chromia, talks to TechCrunch's Ishan Pandey. Chromia's mainnet recently launched, and the company is working on new initiatives. The company has received investment from a number of notable VC groups. The platform is designed to be interoperable with other chains, allowing projects to utilize unique features.

behind-the-startup bitcoin-wallets chromia-co-founder chromia-mainnet or-perelman
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Figma Hacks and Shortcuts You Didn't Know About

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Find out Figma's hidden power! Master keyboard shortcuts, conquer layers & unlock must-have plugins to supercharge...
Find out Figma's hidden power! Master keyboard shortcuts, conquer layers & unlock must-have plugins to supercharge your design workflow.

design-thinking design-tools figma product-design top-figma-plugins
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