Fri.Mar 01, 2024

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LlamaIndex vs LangChain: Understand the key differences

Data Science Dojo

LLMs have become indispensable in various industries for tasks such as generating human-like text, translating languages, and providing answers to questions. At times, the LLM responses amaze you, as they are more prompt and accurate than humans. This demonstrates their significant impact on the technology landscape today. As we delve into the arena of artificial intelligence, two tools emerge as pivotal enablers: LLamaIndex and LangChain.

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Top 6 YouTube Series for Data Science Beginners

KDnuggets

Want to start your data science journey from home, for free, and work at your own pace? Have a dive into this data science roadmap using the YouTube series.

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Trending Sources

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Building a Deep Learning-based Food Quality Detector

Analytics Vidhya

Introduction In today’s fast-paced world of local food delivery, ensuring customer satisfaction is key for companies. Major players like Zomato and Swiggy dominate this industry. Customers expect fresh food; if they receive spoiled items, they appreciate a refund or discount voucher. However, manually determining food freshness is cumbersome for customers and company staff.

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The economic potential of generative AI within the chip design industry

Data Science Dojo

In today’s rapidly evolving technological world, the economic potential of generative AI and other cutting-edge industrial developments is more pronounced than ever before. AI and the chip industry are pivotal in modern-day innovations and growth. It is important to navigate the impact and economic potential of generative AI in the chip design industry as it maps out the technological progress and innovation in the digital world.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

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Brave’s AI Assistant Leo Now Available on Android Devices

Analytics Vidhya

Brave Software is expanding its repertoire with the launch of Leo, its AI-powered assistant, on Android devices. Leo, previously exclusive to desktop users, now brings its array of features, from summarizing webpages to writing code, to the fingertips of Android users. Let’s explore the different AI features Leo brings to Android devices. Also Read: Adobe […] The post Brave’s AI Assistant Leo Now Available on Android Devices appeared first on Analytics Vidhya.

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Generative AI Report – 3/1/2024

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

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More Trending

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Top 5 Linux Distro for Data Science

KDnuggets

If you are considering transitioning from Microsoft Windows to another operating system that suits your needs, check out these five Linux distributions for data science and machine learning.

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All About Hamming Distance Algorithm

Analytics Vidhya

Introduction The Hamming Distance Algorithm is a fundamental tool for measuring the dissimilarity between two pieces of data, typically strings or integers. It calculates the number of positions at which the corresponding elements differ. This seemingly simple concept finds numerous applications in various fields, including error detection and correction, bioinformatics, network routing, and cryptography.

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Beyond SQL: Transforming Real Estate Data into Actionable Insights with Pandas

Machine Learning Mastery

In the realm of data analysis, SQL stands as a mighty tool, renowned for its robust capabilities in managing and querying databases. However, Python’s pandas library brings SQL-like functionalities to the fingertips of analysts and data scientists, enabling sophisticated data manipulation and analysis without the need for a traditional SQL database.

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Addverb Launches India’s First Assistive Dog Robot

Analytics Vidhya

Addverb Technologies, a renowned figure in the robotics and automation industry, has unveiled three innovative robots at LogiMAT India 2024. Their innovations include India’s first assistive dog robot, a medical cobot, and a collaborative robot. This unveiling marks a significant leap forward in the domains of efficiency, safety, and adaptability across various sectors.

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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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These video doorbells can be easily hacked, report says

Dataconomy

Imagine a tool meant to keep your home safe actually making it more vulnerable. That’s the unsettling discovery made by Consumer Reports in their recent investigation into certain video doorbells. The report highlights serious flaws in video doorbells from brands like Eken, Tuck, Fishbot, and Rakeblue, all of which use the Aiwit app for control.

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Ente: Open-Source, E2E Encrypted, Google Photos Alternative

Hacker News

Protect your photos and videos with Ente - a secure, cross-platform, open source, encrypted photos app. Automatic backups, end-to-end encryption, collaborative albums, family plans, library-sync, 1-click import, human support, locked photos, live photos, descriptions, private sharing, search and more.

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Databricks’ Ultimate Guide to Game Data and AI

databricks

With Game Developers Conference a week away, we're thrilled to present the 2nd Edition of Databricks' Ultimate Guide to Game Data and AI.

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Lazarus and the FudModule rootkit: Beyond BYOVD with an admin-to-kernel zero-day

Hacker News

The Lazarus Group is back with an upgraded variant of their FudModule rootkit, this time enabled by a zero-day admin-to-kernel vulnerability for CVE-2024-21338. Read this blog for a detailed analysis of this rootkit variant and learn more about several new techniques, including a handle table entry manipulation technique that directly targets Microsoft Defender, CrowdStrike Falcon, and HitmanPro.

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The Cloud Development Environment Adoption Report

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.

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5 Learning Platforms That Every Techie Should Sign Up To

KDnuggets

Learning as a tech professional never ends, so keep up to date with these learning platforms.

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Apple reverses course on death of Progressive Web Apps in EU

Hacker News

After a few weeks of internet drama, Apple has responded to complaints about the death of Progressive Web Apps in the European Union and is restoring them to how they worked in iOS 17.3 and before.

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AI publishing: Where big data uncovers the next bestseller

Dataconomy

Forget everything you thought you knew about self-publishing. Inkitt, a platform on AI publishing, isn’t relying on luck or connections to uncover the next bestseller. Their secret weapon? Artificial intelligence. This innovative approach just attracted a whopping $37 million in funding , signaling that AI publishing is a force the industry simply can’t ignore anymore.

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The 'Atlanta Magnet Man' is saving our car tires, one bike ride at a time

Hacker News

One Atlanta resident has taken it upon himself to clean the streets of nails, screws and other metal bits that have been left to accumulate in large amounts.

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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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What is the reason behind fast food restaurants surge pricing policy?

Dataconomy

The way we pay for our favorite fast food meals may be experiencing a major shift, with restaurants embracing fast food restaurants surge pricing. The concept – already familiar to ride-share users – means the price you pay for a burger, fries, or frosty may depend on the time of day and other demand factors. This strategy, also known as dynamic pricing, fluctuates prices based on demand.

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U.S. Seeks to Boost Nuclear Power After Decades of Inertia

Hacker News

Measures moving through Congress to encourage new reactors are receiving broad bipartisan support, as lawmakers embrace a once-contentious technology.

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The Christian Horner messages leak controversy

Dataconomy

The Formula One world has been rocked by controversy surrounding Christian Horner, and the latest bombshell is the leak of private messages allegedly involving him and a team member. As fans eagerly follow the cybersecurity drama, one burning question remains: Did Christian Horner’s messages leak for real? The alleged Christian Horner messages leak explained The recent controversy surrounding Christian Horner involves the leak of purported messages between him and a female staff member who

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Fugitive Wirecard COO Jan Marsalek exposed as decade-long GRU spy

Hacker News

Fugitive Wirecard COO Jan Marsalek wasn’t just responsible for Germany’s largest financial fraud in history. He was also a decade-long Russian spy.

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Introducing CDEs to Your Enterprise

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.

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Spotify’s Song Psychic can be your new fortuneteller

Dataconomy

Have you ever wanted to ask a question and receive a song as an answer? Meet the Spotify Song Psychic, the new feature lets you do just that! With Song Psychic, you can ask all kinds of questions about love, school, work, and more. Then, Spotify will respond with a song that matches your question. It’s a fun and entertaining way to interact with music.

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Old vs. New Growth Trees and the Wood Products They Make

Hacker News

The difference between old growth wood and new growth wood and the products they make is like the difference between granite and paper.

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Knowledge Bases for Amazon Bedrock now supports hybrid search

AWS Machine Learning Blog

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). In a previous post , we described how Knowledge Bases for Amazon Bedrock manages the end-to-end RAG workflow for you and shared details about some of the recent feature launches.

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Colecovision BASIC compiler: CVBasic v0.1.0

Hacker News

Hi all. Today (Feb/27/2024) I started working on a BASIC compiler for Colecovision. So far I've managed to get ready a core set of statements and features with a non-optimized expression compiler. I expect to release an alpha version as soon as I develop the statements for controller handling, di.

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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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Prompt Engineering Best Practices: Textual Inference & Sentiment Analysis

Towards AI

Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction – Tuned LLMs LLMs offer a revolutionary approach by enabling the execution of various tasks with a single prompt, streamlining the traditional workflow that involves developing and deploying separate models for distinct objectives. Through practical examples, the article illustrates the efficiency of LLMs in tasks such as sentiment analysis of product reviews, identification of emotions, and ext

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Google Messages RCS is blocked on rooted, custom ROM Android phones

Hacker News

In recent weeks, Android users with rooted or bootloader unlocked phones have found that RCS does not work in Google Messages.

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If we didn’t have leap years

FlowingData

For CNN, Amy O’Kruk and Kenneth Uzquiano asked what would happen if we didn’t have leap years. Without the extra day every four years, we’d eventually have seasons time-shifted by half a year. Also, because the exact time it takes the Earth to orbit the sun is just under a quarter of a day, leap year adjustments are slightly off. We’ll have to adjust by one day every 3,333 years.

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Remaking Super Mario World in Godot

Hacker News

I want to get into game development and learn to use Godot - and coming from a ROM hacking background, I thought it'd be a nice warmup project to recreate Su.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

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.