Sun.Jan 14, 2024

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Big Data Industry Predictions for 2024

insideBIGDATA

Welcome to insideBIGDATA’s annual technology predictions round-up! The big data industry has significant inertia moving into 2024. In order to give our valued readers a pulse on important new trends leading into next year, we here at insideBIGDATA heard from all our friends across the vendor ecosystem to get their insights, reflections and predictions for what may be coming.

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apt-get Command in Linux: Understanding with Examples

Analytics Vidhya

Introduction The apt-get command is a powerful tool in Linux that allows users to manage software packages. Whether you want to install, update, remove, or search for packages, apt-get provides a simple and efficient way to handle these tasks. In this article, we will explore the various functionalities of apt-get and provide examples to help […] The post apt-get Command in Linux: Understanding with Examples appeared first on Analytics Vidhya.

Analytics 329
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The current state of the TikTok turbulence

Dataconomy

“Why is TikTok not working?” and “Is TikTok down?” are some of the most popular questions in the world right now! Did the dancing pixels take a break, or did the memes go on strike, demanding better rendering conditions? Let’s investigate! TikTok aficionados have taken to various platforms, expressing their collective exasperation as the beloved app encounters a hiccup in its usually seamless operation.

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Discover the Groundbreaking LLM Development of Mixtral 8x7B

Analytics Vidhya

Introduction The ever-evolving landscape of language model development saw the release of a groundbreaking paper – the Mixtral 8x7B paper. Released just a month ago, this model sparked excitement by introducing a novel architectural paradigm, the “Mixture of Experts” (MoE) approach. Departing from the strategies of most Language Models (LLMs), Mixtral 8x7B is a fascinating […] The post Discover the Groundbreaking LLM Development of Mixtral 8x7B appeared first on Analytics Vidhy

Analytics 284
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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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Coding Self-Attention, Multi-Head Attention, Cross-Attention, Causal-Attention

Hacker News

This article will teach you about self-attention mechanisms used in transformer architectures and large language models (LLMs) such as GPT-4 and Llama. Self-attention and related mechanisms are core components of LLMs, making them a useful topic to understand when working with these models.

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Quiz of the Day (Data Structures in Python) #8

Analytics Vidhya

Ready to challenge your knowledge! This quiz features 10 thought-provoking questions on Data Structures in Python. Whether you’re an expert or a curious learner, our quizzes cater to all levels. Embark on this journey of continuous learning and test your knowledge across pivotal topics shaping the future of analytics and technology. Let’s Begin! Thanks for participating!

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Understanding the with Statement in Python

Analytics Vidhya

Introduction Python, renowned for its versatility, introduces features to enhance code readability. Among these features, the ‘with’ statement stands out as an elegant solution for managing resources efficiently. This article delves into the intricacies of the ‘with’ statement, exploring its benefits, usage, common scenarios, advanced techniques, and best practices.

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Why the Magic?

Hacker News

Why The Magic? One of the most surprising recent trends I've noticed in science news is the explosion of stories about magic mushrooms. Of course, this is.

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Bridging the Gap: Integrating Data Science and Decision Science through Six Essential Questions

Towards AI

Last Updated on January 14, 2024 by Editorial Team Author(s): Peyman Kor Originally published on Towards AI. Data Science is the discipline of making data useful — But How? It has been now more than one decade since Thomas H. Davenport and DJ Patilthree wrote their famous Harvard Business Review article: “Data Scientist: The Sexiest Job of the 21st Century” The article made many discussions, and now, after a decade, we have thousands of job profiles titled “Data Scientist.

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A mouse for your mouth': New device allows users to scroll with their tongues

Hacker News

MouthPad^, which attaches to the roof of the mouth, made its debut on the floor of CES. It will be available to the public later this year.

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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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LLM Benchmarks in 2024.

Towards AI

Author(s): Tim Cvetko Originally published on Towards AI. An Overview of Why LLM Benchmarks Exist, How They Work, and What’s Next LLMs are complex. Although most of us used ChatGPT to … Write me a 100-word paragraph about the history of Greek poetry. or give me a dirty joke about old people Image generated with Stable Diffusion. Obviously, we’re not there yet.

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Ruffle: 2023 in Review

Hacker News

It's been a very busy 2023 for Ruffle, so much so that we didn't find the time to write a new progress report with everything going on! Let's fix that!

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How To Understand OCR Quality To Optimize Performance

Towards AI

Last Updated on January 14, 2024 by Editorial Team Author(s): Eivind Kjosbakken Originally published on Towards AI. OCR is an important tool for understanding documents, which it does by extracting all text from an image, which can then be combined with models like LLMs to create powerful AI systems. Despite current OCRs performing well, they are not perfect and you need tools to measure the quality of your OCR.

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Why the M2 is more advanced that it seemed

Hacker News

Apple’s M2 chip uses a newer version of the CPU core instruction set. This increases its capability, thus how well it will cope with future apps and macOS, compared with the M1.

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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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CrewAi + Solor/Hermes + Langchain + Ollama = Super Ai Agent

Towards AI

Last Updated on January 14, 2024 by Editorial Team Author(s): Gao Dalie (高達烈) Originally published on Towards AI. As technology booms, AI Agents are becoming game changers, quickly becoming partners in problem-solving, creativity, and innovation, and this is what makes CrewAI unique. Can you imagine? In just a few minutes, you can turn an idea into a complete landing page, which is exactly what we achieved together with CrewAI.

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ICO fines HelloFresh £140k for spam texts and emails

Hacker News

The Information Commissioner’s Office (ICO) has fined food delivery company HelloFresh £140,000 for a campaign of 79 million spam emails and 1 million spam texts over a seven-month period.

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AI Ethics, The Trolley Problem Reimagined

Towards AI

Author(s): Caden Ornt Originally published on Towards AI. AI is increasingly becoming a part of everyday life, but teaching it to make ethical decisions may be problematic without universal ethical rules.Photo by Brigitta Schneiter on Unsplash The Trolley Problem is a classic thought experiment that puts forth a multitude of ethical dilemmas involving life or death situations.

AI 111
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Gas pumps freeze at Calgary gas stations – Video – CityNews Calgary

Hacker News

Callers to the CityNews660 traffic centre indicated the cold weather was impacting gas pumps across Calgary on Friday.

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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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Big Data Technology Provides Autonomy with Healthcare

Smart Data Collective

Big data technology has unquestionably led to major changes in the healthcare system. Grandview Market Research estimates that the market for data analytics in healthcare will be worth over $50 billion next year.

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Nuclear battery produces power for 50 years without needing to charge

Hacker News

Betavolt says its battery could power mobile phones that never need to be charged and drones that can fly forever

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Sculpting Memories: An AR Tribute to a Master

Mlearning.ai

Honoring Siegfried Gross through ML and AR Continue reading on MLearning.

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Electric buses withdrawn in south London after fire

Hacker News

A fleet of electric buses have been withdrawn as a "precaution" after electric bus caught fire.

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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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Principal Component Analysis(PCA)

Mlearning.ai

Increase in Data Dimensions Introduction: The Curse of Dimensionality and the Need for PCA Imagine you’re a data scientist working with a vast dataset of astronomical observations, aiming to uncover patterns and insights about distant galaxies. Each observation in your dataset contains hundreds of features: brightness levels in different wavelengths, distances, sizes, and many more.

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The Swimmer (1964)

Hacker News

From 1964: “Making his way home by an uncommon route gave him the feeling that he was a pilgrim, an explorer, a man with a destiny.

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Project Bluefin: an immutable, developer-focused, Cloud-native Linux

Hacker News

Today we "relaunched" ublue-os/bluefin as projectbluefin.io. This is a beta until Spring 2024. Bluefin is a custom image of Fedora Silverblue by a bunch of cloud-native nerds. We want a reliable desktop experience that runs everything but we're too lazy to maintain anything.

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Ancestry to paywall formerly free features included with DNA kit

Hacker News

Ancestry is in the process of revamping its DNA services with higher prices and new fees, including a new paid offering called AncestryDNA Plus that paywalls formerly free features. Here's what we know, and what you can do if you have ever purchased an AncestryDNA kit.

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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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Vanna.ai: Chat with your SQL database

Hacker News

? Chat with your SQL database ?. Accurate Text-to-SQL Generation via LLMs using RAG ?. - GitHub - vanna-ai/vanna: ? Chat with your SQL database ?. Accurate Text-to-SQL Generation via LLMs using RAG ?.

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Free unexpected MIT courses to kick start the new year

Hacker News

From heavy metal to poker to the history of Samurai, make 2024 your year with these online course materials and educational resources.

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Unlocking the truth about diabetes: 'The science has been pretty awful'

Hacker News

More than 400m people around the world have diabetes, and many control the condition using insulin. But science writer Gary Taubes believes it’s this very treatment that is behind the current epidemic. Does his controversial case for a& diet-based alternative to& medicine have any bite?

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How to Write a Logline Producers Won't Pass On

Hacker News

At any stage of a video production, a movie logline is a tool used to sell your screenplay. Learn from famous logline examples how to write a logline that makes producers wanna read your script. Even more, we compiled a formula that will make writing a logline a breeze.

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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.