Tue.Jul 04, 2023

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Why Do We Prefer ELT Rather than ETL in the Data Lake? What is the Difference between ETL & ELT

insideBIGDATA

In this article, Ashutosh Kumar discusses the emergence of modern data solutions that have led to the development of ELT and ETL with unique features and advantages. ELT is more popular due to its ability to handle large and unstructured datasets like in data lakes. Traditional ETL has evolved into cloud-based ETL which allows rapid batch processing, scalability, savings, and simplicity while maintaining security, governance, and compliance.

ETL 362
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Beginner’s Guide to Build Your Own Large Language Models from Scratch

Analytics Vidhya

Introduction Be it twitter or Linkedin, I encounter numerous posts about Large Language Models(LLMs) each day. Perhaps I wondered why there’s such an incredible amount of research and development dedicated to these intriguing models. From ChatGPT to BARD, Falcon, and countless others, their names swirl around, leaving me eager to uncover their true nature.

Analytics 355
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Money Laundering Finally Meets Its Match Learning Will Change the Game

insideBIGDATA

In this contributed article, Laurence Hamilton, Chief Commercical Officer, Consilient, discusses the next generation federated learning solution for financial crime detection. Such a solution will help enable banks and other financial institutions to detect high-risk entities and behaviors by sharing insights across different data environments and organizations.

Big Data 221
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Unveiling Denoising Autoencoders

Analytics Vidhya

Introduction Denoising Autoencoders are neural network models that remove noise from corrupted or noisy data by learning to reconstruct the initial data from its noisy counterpart. We train the model to minimize the disparity between the original and reconstructed data. We can stack these autoencoders together to form deep networks, increasing their performance.

Analytics 310
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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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Generative AI Roadmap for 2023: Mapping the future for success

Data Science Dojo

This is your cue to level up your skills with our Generative AI Roadmap for beginners! No need to search any further – we’ve got you covered with the basics, career paths, and learning strategies. Let’s dive in! For the unversed, generative AI, an exciting field of Artificial Intelligence, promises to transform automation, creativity, and decision-making.

AI 195
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Generative AI: Where Is the World Heading Towards?

Analytics Vidhya

Introduction In the ever-evolving world of technology, we are witnessing a rapid surge in the development and deployment of AI products. Over the past six months, established tech giants and ambitious startups have made significant strides in artificial intelligence. While companies like Microsoft and OpenAI have garnered much attention, it’s essential to recognize that they […] The post Generative AI: Where Is the World Heading Towards?

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Exploring Research on Gender Equality with NLP and Elicit

Analytics Vidhya

Introduction NLP (Natural Language Processing) can help us to understand huge amounts of text data. Instead of going through a huge amount of documents by hand and reading them manually, we can make use of these techniques to speed up our understanding and get to the main messages quickly. In this blogpost, we dive into […] The post Exploring Research on Gender Equality with NLP and Elicit appeared first on Analytics Vidhya.

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Advanced Techniques for Research with ChatGPT

Flipboard

Last Updated on July 5, 2023 Research has always been essential to human progress and has evolved tremendously over the past few years. With the advent of advanced technologies, new tools and techniques have emerged to conduct more efficient research and to stay at the forefront of knowledge. One such technology is ChatGPT, a large […] The post Advanced Techniques for Research with ChatGPT appeared first on MachineLearningMastery.com.

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Referring to Screen Texts with Voice Assistants

Machine Learning Research at Apple

Voice assistants help users make phone calls, send messages, create events, navigate, and do a lot more. However, assistants have limited capacity to understand their users’ context. In this work, we aim to take a step in this direction. Our work dives into a new experience for users to refer to phone numbers, addresses, email addresses, URLs, and dates on their phone screens.

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AWS exec downplays existential threat of AI, calls it a ‘mathematical parlor trick’

Flipboard

While there are some big names in the technology world that are worried about a potential existential threat posed by artificial intelligence (AI), Matt Wood, VP of product at AWS, is not one of them.

AWS 163
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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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Data Scaling with Python

KDnuggets

How to scale your data to render it suitable for model building.

Python 207
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Everything About Vector Databases – Their Significance, Vector Embeddings, and Top Vector Databases for Large Language Models (LLMs)

Flipboard

Large Language Models have shown immense growth and advancements in recent times. The field of Artificial Intelligence is booming with every new release of these models. From education and finance to healthcare and media, LLMs are contributing to almost every domain. Famous LLMs like GPT, BERT, PaLM, and LLaMa are revolutionizing the AI industry by imitating humans.

Database 126
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I Used ChatGPT (Every Day) for 5 Months. Here Are Some Hidden Gems That Will Change Your Life

KDnuggets

Transform your life with these ChatGPT’s hidden gems.

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Dutch rules will soon prevent schoolchildren from having a phone in classroom

Hacker News

Children will soon be prevented from bringing mobile phones into Dutch classrooms. Sources close to the Cabinet confirmed that schools will have until October 1 figure out how they can arrange the restriction on their own. If that fails, national rules may be introduced to restrict the use of telephones in schools. Unnamed sources also confirmed the story to ANP, after it was first reported by AD and RTL Nieuws.

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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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CheatSheet for coding in R, Python and Julia | R-bloggers

Flipboard

I’m making freely available the first version of something I’ve wanted to do for a long time. I’m an advanced R user, but I’m very limited in both, Python and Julia. However, I’ve been reading reports that Julia is a pretty efficient programming language (here and here, for example).

Python 123
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Anti-ageing protein injection boosts monkeys’ memories

Hacker News

First primate studies to show cognitive benefits of the protein klotho could be a step towards clinical applications. First primate studies to show cognitive benefits of the protein klotho could be a step towards clinical applications.

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Mozilla's AI Help infects web documentation with GPT hallucinations

Flipboard

Mozilla recently announced AI Help, a generative AI-based tool designed to be a new "problem-solving companion" for web developers searching for answers on MDN Web Docs. The site hosts documents about CSS, HTML, JavaScript and other web technologies since 2005, and it has essentially become an authoritative resource with contributions.

AI 122
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Our Journey with Apache Arrow (Part 2): Adaptive Schemas and Sorting

Hacker News

In the previous article, we discussed our use of Apache Arrow within the context of the OpenTelemetry project. We investigated various techniques to maximize the efficiency of Apache Arrow, aiming to find the optimal balance between data compression ratio and queryability. The compression results speak for themselves, boasting improvements ranging from 1.5x to 5x better than the original OTLP protocol.

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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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Toronto engineer develops app that can diagnose skin cancer for free using AI analysis

Flipboard

An app designed by a Toronto engineer could soon offer Canadians free diagnoses for a lengthy list of skin ailments without having to leave their homes using real-time artificial intelligence analysis.

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The Ancient Roman Secret to Concrete Resilience in Seawater

Hacker News

Researchers used x-ray microdiffraction to trace the complex sequences of crystal growth in concrete from ancient Roman pier and breakwater sites. The results indicate that minerals continue to form over millennia as seawater percolates through, reinforcing the cementing matrix in a kind of regenerative process.

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14 LLMs that aren't ChatGPT

Flipboard

Today's C-suite is filled with bosses who see artificial intelligence as the future, and many technology leaders take ChatGPT as synonymous with AI.

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Is the aircraft in this image real?

Hacker News

(Image source) At first, it appeared to be a freighter conversion of an Airbus A320 (known as the A320P2F). But upon having a closer look at the engine, it looks like a PW1100G, which would imply t.

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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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What are the best Character AI bots?

Dataconomy

In today’s article, we will talk about the best Character AI bots. The website is becoming more and more popular as people from all around the world try and recommend it to their friends, which creates questions in people’s minds. Bots from Character.ai are a terrific way to have more customized and interesting interactions with imaginary characters.

AI 103
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Writing about writing about programming

Hacker News

When I’m being first-order productive, I’m programming: creating and interacting with a system. This first-order productivity is great, but it isn’t discoverable for others: there’s generally a high bar to entry for comprehending another person’s work when it’s expressed solely as a structured program. Second-order productivity is when I’m writing about programming, or about systems.

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Humata AI is your helping hand in academic research

Dataconomy

Humata AI has emerged as a significant player in the AI-sphere. This groundbreaking platform is redefining the way we interact with and understand complex data, making it accessible and manageable like never before. Whether you’re a researcher poring over voluminous scientific papers or a student attempting to sift through heaps of academic publications, Humata AI is here to transform your experience.

AI 103
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Why Physicists Tried to Put a Ferret in a Particle Accelerator

Hacker News

In February 1971, physicists at the National Accelerator Laboratory in Batavia, Illinois, began testing the biggest machine in the world: a ring-shaped,

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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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ChatGPT pauses Bing integration to stop people from bypassing paywalls

Flipboard

OpenAI has disabled the Browse with Bing feature in ChatGPT to prevent users from bypassing paywalls and accessing website information without making …

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Programmatic SEO

Hacker News

Explore the world of programmatic SEO and learn how to create SEO-optimized web pages at scale using no-code tools like Webflow, Whalesynch, and Airtable.

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15 of the best AI and ChatGPT courses you can take online for free

Flipboard

Give yourself an advantage by mastering this revolutionary technology. TL;DR: Find a wide range of free AI and ChatGPT courses on Udemy. Kickstart a new career, increase your productivity, or creative engaging content, without spending anything.

AI 111
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Companies must stop using Google Analytics

Hacker News

Vi arbetar för att skydda alla dina personuppgifter, till exempel om hälsa och ekonomi, så att de hanteras korrekt och inte hamnar i orätta händer.

Analytics 123
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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.