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.
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.
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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?
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.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
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?
KDnuggets
JULY 9, 2024
Learn how to streamline data and model orchestration for Generative AI success. Explore practical use cases and a comprehensive guide in this blog.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
KDnuggets
JULY 9, 2024
Choosing a career as a data engineer is not just a good decision, it might just be the perfect one.
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.
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 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.
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
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.
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
According to Testaankoop, the Belgian equivalent of the Consumers' Association, two types of Linksys routers are sending Wi-Fi login details in plaintext
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.
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
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.
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
noyb has filed a GDPR complaint regarding transparency issues, the right of access and the use of inaccurate information about users
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.
Speaker: Frank Taliano
Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.
Hacker News
JULY 9, 2024
Ubiquitous RADIUS scheme uses homegrown authentication based on MD5. Yup, you heard right.
AWS Machine Learning Blog
JULY 9, 2024
Anthropic Claude 3.5 Sonnet currently ranks at the top of S&P AI Benchmarks by Kensho , which assesses large language models (LLMs) for finance and business. Kensho is the AI Innovation Hub for S&P Global. Using Amazon Bedrock , Kensho was able to quickly run Anthropic Claude 3.5 Sonnet through a challenging suite of business and financial tasks.
Hacker News
JULY 9, 2024
A few devs versus the powerful forces of Redmond – who did you think was going to win?
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.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Hacker News
JULY 9, 2024
A collective list of free APIs. Contribute to public-apis/public-apis development by creating an account on GitHub.
AWS Machine Learning Blog
JULY 9, 2024
As generative artificial intelligence (AI) inference becomes increasingly critical for businesses, customers are seeking ways to scale their generative AI operations or integrate generative AI models into existing workflows. Model optimization has emerged as a crucial step, allowing organizations to balance cost-effectiveness and responsiveness, improving productivity.
Hacker News
JULY 9, 2024
Vietnam now requires it for some purchases. It may be a fraud risk in Singapore.
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.
Speaker: Yohan Lobo and Dennis Street
In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.
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.
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
The legend of the Devil’s contract is the most alluring, the most provocative, the most insightful, the most important story ever told.
Towards AI
JULY 9, 2024
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 Humans have always had the urge to explore the world we live in, it is a natural born desire dating back to our ancestors, from studying the ocean, space and hidden ancient objects on Earth. The mysteries of the universe excite us as a species.
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
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