insideBIGDATA
JULY 9, 2024
In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, believes that as generative AI continues to evolve, its potential applications across industries are boundless. For executives, understanding the foundational concepts of transformers, LLMs, self-attention, multi-modal models, and retrieval-augmented generation is crucial.
Analytics Vidhya
JULY 9, 2024
Introduction Just binge-watched that K-drama over the weekend, and now your Netflix recommendations turn into an eerily perfect lineup of similar shows? That’s no coincidence. Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Yep, your weekend binge […] The post Behind the Screen: How Netflix Uses Data Science?
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KDnuggets
JULY 9, 2024
This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.
Analytics Vidhya
JULY 9, 2024
Introduction In the realm of data analysis and manipulation, Excel remains a powerhouse tool. Among its many features, the TRANSPOSE function stands out for its ability to reorganize data quickly and efficiently. This function is particularly useful for data scientists and AI professionals who often need to restructure data to fit specific analytical needs.
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
Machine Learning Mastery
JULY 9, 2024
Deep learning is a subset of machine learning that has become a cornerstone in many technological breakthroughs. At the core of deep learning, it’s a model inspired by the human brain, which we call a neural network. Contrary to the traditional machine learning model, deep learning can automatically find feature representations from data. That’s why […] The post 5 Tips for Getting Started with Deep Learning appeared first on MachineLearningMastery.com.
Analytics Vidhya
JULY 9, 2024
Introduction The most popular paradigms for programming are object-oriented programming and functional programming. They provide many approaches to the creation of software. Each paradigm has benefits, use cases that make sense, and guiding ideas. Knowing the differences and similarities between FP and OOP is necessary to choose the optimal approach for a particular problem.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
JULY 9, 2024
Introduction When ChatGPT arrived, it revolutionized how we interact with AI, making tasks like summarizing articles and planning trips a breeze. Thanks to OpenAI, you can now create personalized ChatGPT models, called GPTs, tailored to your specific needs. In this tutorial, we’ll walk you through the simple process of creating your own GPTs in just […] The post How to Make Custom ChatGPT?
Hacker News
JULY 9, 2024
California will impose permanent water restrictions for the first time in history after the state’s Water Resources Control Board approved a long-debated policy. The policy, dubbed Making Conservation a California Way of Life, is intended to permanently decrease statewide water use so that water reductions during droughts aren’t as severe.
Analytics Vidhya
JULY 9, 2024
Introduction Large language models (LLMs) rapidly transform how we interact with information and complete tasks. Among these, Claude 3.5 Sonnet, developed by Anthropic AI, stands out for its exceptional capabilities. Experts out there are not even comparing but saying it will overshadow ChatGPT’s dominance. But what is so extraordinary about this model?
Hacker News
JULY 9, 2024
Chinese PC maker Linglong has just introduced a tiny PC that fits into a foldable keyboard. The company shared its live presentation, where the presenter pulled out the actual device from his back pocket.
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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?
Analytics Vidhya
JULY 9, 2024
Introduction Few concepts in mathematics and information theory have profoundly impacted modern machine learning and artificial intelligence, such as the Kullback-Leibler (KL) divergence. This powerful metric, called relative entropy or information gain, has become indispensable in various fields, from statistical inference to deep learning. In this article, we’ll dive deep into the world of KL […] The post KL Divergence: The Information Theory Metric that Revolutionized Machine Lear
Hacker News
JULY 9, 2024
"The rabbit's got the gun now," said a lawyer for former Mississippi Gov. Phil Bryant, who is trying to force reporter Anna Wolfe to reveal her sources.
Analytics Vidhya
JULY 9, 2024
Introduction Large Language Models, the successors to the Transformers have largely worked within the space of Natural Language Processing and Natural Language Understanding. From their introduction, they have been replacing the traditional rule-based chatbots. LLMs have a better ability to understand text and can create natural conversations, so they are replacing the conventional chatbots.
Hacker News
JULY 9, 2024
According to Testaankoop, the Belgian equivalent of the Consumers' Association, two types of Linksys routers are sending Wi-Fi login details in plaintext
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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.
Machine Learning Research at Apple
JULY 9, 2024
This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP-III) Workshop at NeurIPS. Large, pre-trained models are problematic to use in resource constrained applications. Fortunately, task-aware structured pruning methods offer a solution. These approaches reduce model size by dropping structural units like layers and attention heads in a manner that takes into account the end-task.
Hacker News
JULY 9, 2024
Launch update, 9 July 16:00 CEST: As part of standard operations in the Ariane 6 preparation after mobile gantry removal, routine checks in the ground segmen.
Data Science Blog
JULY 9, 2024
IT-Verantwortliche, Datenadministratoren, Analysten und Führungskräfte, sie alle stehen vor der Aufgabe, eine Flut an Daten effizient zu nutzen, um die Wettbewerbsfähigkeit ihres Unternehmens zu steigern. Die Fähigkeit, diese gewaltigen Datenmengen effektiv zu analysieren, ist der Schlüssel, um souverän durch die digitale Zukunft zu navigieren. Gleichzeitig wachsen die Datenmengen exponentiell, während IT-Budgets zunehmend schrumpfen, was Verantwortliche unter enormen Druck setzt, mit weniger Mi
Hacker News
JULY 9, 2024
HP has discontinued its cheaper e-series printers, which required an HP+ subscription and Internet connection to stay active in exchange for lower pricing.
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.
KDnuggets
JULY 9, 2024
Choosing a career as a data engineer is not just a good decision, it might just be the perfect one.
Hacker News
JULY 9, 2024
noyb has filed a GDPR complaint regarding transparency issues, the right of access and the use of inaccurate information about users
FlowingData
JULY 9, 2024
A few years removed from applying to colleges, I wondered what admission rates are like these days. The United States Department of Education had the data. Here are rates for about 1,400 institutions that award at least a bachelor’s degree and have at least 500 undergraduates.
Hacker News
JULY 9, 2024
The legend of the Devil’s contract is the most alluring, the most provocative, the most insightful, the most important story ever told.
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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.
Towards AI
JULY 9, 2024
Last Updated on July 13, 2024 by Editorial Team Author(s): Jonathan Bennion Originally published on Towards AI. TLDR: Knowledge graphs may not significantly impact context retrieval — all knowledge graph RAG methods I examined showed similar context relevancy scores to those of FAISS (~0.74). Neo4j withOUT its own index achieves a higher answer relevancy score (0.93) but an 8% lift over FAISS may not be worth the ROI constraints.
Hacker News
JULY 9, 2024
continuing with the DNA theme. In Catalyst, a WebAssembly implementation of the OpenSmalltalk virtual machine, there are three linguistic levels in play: Smalltalk, JavaScript (JS), and WebAssembly (WASM).
Dataconomy
JULY 9, 2024
Nuant AG , the Swiss risk intelligence platform for asset management, has announced the debut of a specialized platform for monitoring digital asset investments and capitalizing on market trends and the opportunities they provide. The platform, which is being launched after more than a year of development and rigorous testing, is said to provide unparalleled, 360-degree intelligence for digital asset investors.
Hacker News
JULY 9, 2024
A deep dive on Microsoft’s GraphRAG paper found questionable metrics with no value prop, so I analyzed knowledge graphs in RAG using Neo4j
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.
Towards AI
JULY 9, 2024
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI saw hints of progress in multi-modal LLMs outside of OpenAI and Google, with SenseNova 5o from SenseTime and Kyutai unveiling its Moshi speech-to-speech. There was also notable progress on Retrieval-Augmented Generation (RAG) with Nvidia’s RankRAG models and the new SummHay RAG evaluation (more on all this below).
Hacker News
JULY 9, 2024
A collective list of free APIs. Contribute to public-apis/public-apis development by creating an account on GitHub.
Towards AI
JULY 9, 2024
Author(s): Ning Jia Originally published on Towards AI. An Observational Analysis of Maintenance Strategies in Truck Fleet Operations In today’s data-driven world, the ability to solve complex problems using advanced data science techniques is more critical than ever. The journey from raw data to actionable insights is often fraught with challenges that require a creative and multifaceted approach.
Hacker News
JULY 9, 2024
Learn why having an isolated environment is useful, why setting up an environment with Direnv can be tough, and walk through an example of Direnv + Devbox for a sample NodeJS application.
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.
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