Tue.Oct 31, 2023

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K-Means Clustering for Image Classification Using OpenCV

Machine Learning Mastery

In a previous tutorial, we have explored the use of the k-means clustering algorithm as an unsupervised machine learning technique that seeks to group similar data into distinct clusters, to uncover patterns in the data. We have, so far, seen how to apply the k-means clustering algorithm to a simple two-dimensional dataset containing distinct clusters, […] The post K-Means Clustering for Image Classification Using OpenCV appeared first on MachineLearningMastery.com.

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Who Done It? 3 Possible Suspects in this Halloween’s Bad Data Horror Movie, And How Data Teams Can Make It Out Alive

insideBIGDATA

In this contributed article, Lior Gavish, CTO and Co-Founder of Monte Carlo, outlines some of the ways companies can erase themselves from ever appearing in these bad data horror stories, ranging from simple tips to bolster governance within their organization, to tools and best practices that will save data teams the time, hassle, and headache that comes with dealing with bad data.

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AI vs Data Analysts: Top 6 Limitations Impacting the Future of Analytics

KDnuggets

AI have ability to reason, and generate functioning code in languages like Python, SQL, and R, they can provide impressive value with Data analysis. But can they replace data analysts?

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Announcing MLflow 2.8 LLM-as-a-judge metrics and Best Practices for LLM Evaluation of RAG Applications, Part 2

databricks

Today we're excited to announce MLflow 2.8 supports our LLM-as-a-judge metrics which can help save time and costs while providing an approximation of.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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ZenML for Electric Vehicles: From Data to Efficiency Predictions

Analytics Vidhya

Introduction Have you ever thought there would be a system where we can predict the efficiency of electric vehicles and that users can easily use that system? In the world of Electric Vehicles, we can predict the efficiency of electric vehicles with extreme accuracy. This concept has now come into the real world, we are […] The post ZenML for Electric Vehicles: From Data to Efficiency Predictions appeared first on Analytics Vidhya.

Analytics 279
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Optimizing RAG efficiency with LlamaIndex: Finding the perfect chunk size 

Data Science Dojo

RAG integration revolutionized search with LLM, boosting dynamic retrieval. Within the implementation of a RAG system, a pivotal factor governing its efficiency and performance lies in the determination of the optimal chunk size. How does one identify the most effective chunk size for seamless and efficient retrieval? This is precisely where the comprehensive assessment provided by the LlamaIndex Response Evaluation tool becomes invaluable.

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Introduction to NExT-GPT: Any-to-Any Multimodal Large Language Model

KDnuggets

The future of the multimodal large language model.

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ChatGPT Plus Unleashes Exciting New Features for Data Enthusiasts

Analytics Vidhya

OpenAI is releasing a beta version that promises to completely change the way we communicate with this state-of-the-art AI, which is an exciting development for ChatGPT Plus subscribers. Two significant additions to this much-awaited edition are the capability to upload and analyze files as well as multimodal support, which improves the user experience.

Analytics 273
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Join the latest Disney Pixar AI dog trend now

Dataconomy

Join the latest sensation sweeping social media: the Disney Pixar AI dog trend, all thanks to groundbreaking AI advancements! Remember our recent guides on crafting Disney AI posters and movie scripts ? Using those same techniques, you can effortlessly bring to life Disney Pixar-style dog characters. Ready to conjure up your own unique characters with ChatGPT?

AI 184
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What are Microsoft Azure Functions?

Analytics Vidhya

Introduction Microsoft Azure’s wide range of services has allowed it to carve itself a niche. Azure Functions is a dynamic and effective serverless computing solution that stands out. This article takes a closer look at Azure Functions, including how they function, who may use them, and even a hands-on tour of a small project highlighting […] The post What are Microsoft Azure Functions?

Azure 272
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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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5 Free Books to Master SQL

KDnuggets

Use this knowledge to upskill yourselves.

SQL 296
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Top 10 Data Science Job Profiles for the Future

Analytics Vidhya

Introduction Have you ever wondered what the future holds for data science careers? Yes, you are guessing it right– endless opportunities. Data science has become the topmost emerging field in the world of technology. There is an increased demand for skilled data enthusiasts in the field of data science. Its potential rewards and benefits to […] The post Top 10 Data Science Job Profiles for the Future appeared first on Analytics Vidhya.

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Norwegian ban on Meta behavioral advertising extended to entire EU

Hacker News

Det europeiske personvernrådet har nå bestemt at det norske forbudet mot adferdsbasert markedsføring på Facebook og Instagram skal bli permanent og utvides til å gjelde hele EU/EØS.

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Top 10 Generative AI Startups in the World

Analytics Vidhya

Introduction Generative AI is currently attracting people’s curiosity worldwide. Virtual characters in our social networking feeds, the predominance of text-to-image resources, and ChatGPT‘s success are only a few reasons for the hype. With faster processing speeds and lower costs, generative AI is rapidly catching up to human creativity.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Alliance of 40 countries to vow not to pay ransom to cybercriminals, US says

Hacker News

Forty countries in a U.S.-led alliance plan to sign a pledge never to pay ransom to cybercriminals and to work toward eliminating the hackers' funding mechanism, a senior White House official said on Tuesday.

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How to Create a Data Analyst Resume That Will Get You Hired?

Analytics Vidhya

Introduction In the realm of data analysis, where the ability to extract actionable insights from information is paramount, your resume assumes a pivotal role. It is not just a mere document but a strategic gateway that can either open doors to your dream job or leave them firmly shut. Your Data Analyst resume is your […] The post How to Create a Data Analyst Resume That Will Get You Hired?

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Real-time dreamy Cloudscapes with Volumetric Raymarching

Hacker News

This article is a deep dive into my experimentations with Volumetric rendering and how to leverage it to render beautiful raymarched cloudscapes in React Three Fiber and WebGL. In it, I walk you through everything from the basics of Volumetric Raymarching to the techniques used in video games to render physically accurate clouds.

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Top 10 Generative AI Companies in the World

Analytics Vidhya

Introduction Artificial Intelligence (AI) is a powerful technology that can transform how businesses work. One of the amazing aspects of AI is Generative Artificial Intelligence (GAI), where AI generates new content like pictures and words by analyzing the data you provide. This technology is extremely useful and holds the power to change and function in […] The post Top 10 Generative AI Companies in the World appeared first on Analytics Vidhya.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Tesla ramps up hiring for humanoid robot, including reinforcement learning

Flipboard

Tesla is ramping up hiring for its humanoid robot program, Optimus, including some reinforcement learning engineers. more… The post Tesla ramps up hiring for humanoid robot, including reinforcement learning appeared first on Electrek.

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Aadhar data leak is one of the biggest breaches in the history of India

Dataconomy

Multiple sources have confirmed that the Aadhar data leak is one of the biggest breaches in the history of India, as information of 815 million people was stolen from the Indian Council of Medical Research database. Personal information belonging to more than 815 million citizens has allegedly been leaked from the Indian Council of Medical Research (ICMR) in what experts term one of the most major data breaches in Indian history.

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Meet Dot, an AI companion designed by an Apple alum, here to help you live your best life

Flipboard

Two months into using Dot myself, I have more respect for the possibilities of AI—and the developers trying to tame it. Over the last two months, I’ve started cooking new recipes and learning a new style of handwriting.

AI 176
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Boot legacy PCs from NVMe storage

Hacker News

Option ROM to boot x86 PCs from NVMe drives (legacy BIOS, INT 13h) - GitHub - Manawyrm/nvme-int13h-optionrom: Option ROM to boot x86 PCs from NVMe drives (legacy BIOS, INT 13h)

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Forrester’s 2024 Predictions Report warns of AI ‘shadow pandemic’ as employees adopt unauthorized tools

Flipboard

Forrester Research unveiled its highly anticipated 2024 predictions report on Thursday, charting a course for more measured AI growth while warning business leaders to prepare for rampant “shadow usage” as employees rely on their own AI tools to be productive.

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Islam Saved the Jews

Hacker News

Last year, David Wasserstein, the senior scholar of Islam became the holder of distinguished chair as Professor of Jewish Studies in Vanderbilt. His prior positions included Tel Aviv University.

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Guidde’s AI automatically generates software documentation videos

Flipboard

Organizations today rely on a growing number of apps to get work done. According to Statista, in 2022, companies were licensing an average of 130 software-as-a-service (SaaS) apps, up from just 8 in 2015.

AI 153
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Home schooling's rise from fringe to fastest-growing form of education

Hacker News

A district-by-district look at home schooling’s explosive growth, which a Post analysis finds has far outpaced the rate at private and public schools

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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How AI reshapes the IT industry will be 'fast and dramatic'

Flipboard

By 2025, according to IDC, organizations will allocate over 40% of their core IT spend to AI-related initiatives, leading to a double-digit increase …

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A glimpse of the next generation of AlphaFold

DeepMind

Progress update: Our latest AlphaFold model shows significantly improved accuracy and expands coverage beyond proteins to other biological molecules, including ligands.

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13 of the best ChatGPT courses you can take online for free

Flipboard

Learn all about this groundbreaking technology without spending anything TL;DR: Find the best free online ChatGPT courses on Udemy. Learn how to boost your business, increase your productivity, and so much more. Have you tried using ChatGPT? If you have, you'll know all about it's enormous potential.

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What is Dynamic Caching, M3 chip’s prowess

Dataconomy

Apple has once again poised itself at the cusp of innovation with the introduction of Dynamic Caching in its M3 series chips. This novel feature is not merely a fleeting stride but a monumental leap in GPU architecture. The audacity of Apple to continuously redefine the graphics processing narrative is clearly embodied in Dynamic Caching, marking a significant epoch in real-time memory allocation which is the bedrock of this new feature.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.