Analytics Vidhya

JULY 14, 2024

Introduction Data science’s abilities are so versatile that they open up various job alternatives. Quite independently of whether your focus is on business analysis, product management, or ethical issues, there is always a job that one would be eager to do and can do well. Thus, in the rapidly developing field of data science, such […] The post Top 10 Data Science Alternative Career Paths appeared first on Analytics Vidhya.

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Data Science Analytics Analytics 333

Hacker News

JULY 14, 2024

[link] No rolling blackouts or grid emergencies as California continues on path to a carbon free grid. Several strategies, including upgrades to vulnerable parts of the grid at play here, but key enabler is more clean energy, especially solar, and above all, battery storage, now equivalent to 5 very large nuclear power plants.

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Machine Learning Research at Apple

JULY 14, 2024

In this paper, we address the problem of estimating the rotational extrinsics, as well as the scale factors of two gyroscopes rigidly mounted on the same device. In particular, we formulate the problem as a least-squares minimization and introduce a direct algorithm that computes the estimated quantities without any iterations, hence avoiding local minima and improving efficiency.

Algorithm 147

Algorithm 147

Hacker News

JULY 14, 2024

The deposit, in Zambia, could make billions for Silicon Valley, provide minerals for the energy transition and help the United States in its rivalry with China.

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Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

AI

Machine Learning Research at Apple

JULY 14, 2024

An important issue with Large Language Models (LLMs) is their undesired ability to generate toxic language. In this work, we show that the neurons responsible for toxicity can be determined by their power to discriminate toxic sentences, and that toxic language can be mitigated by reducing their activation levels proportionally to this power. We propose AUROC adaptation (AURA), an intervention that can be applied to any pre-trained LLM to mitigate toxicity.

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Hacker News

JULY 14, 2024

If someone was making a list of the most important American companies today, it’s unlikely AT&T would be anywhere near the top. It’s large, but not notably so: it came in 32nd in the 2024 Fortune 500 ranking, just above Comcast and below Verizon. Its offerings are not unique: it’s just one of many companies providing phone, internet, and other communication services.

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Hacker News

JULY 14, 2024

I retired in 2021 at 63.5 after about four decades as a programmer. What made me do this was not failing ability in any way, but after a year of consideration, I realized I didn't care to do it anymore.

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Machine Learning Research at Apple

JULY 14, 2024

We investigate the out-of-domain generalization of random feature (RF) models and Transformers. We first prove that in the ‘generalization on the unseen (GOTU)’ setting, where training data is fully seen in some part of the domain but testing is made on another part, and for RF models in the small feature regime, the convergence takes place to interpolators of minimal degree as in the Boolean case (Abbe et al., 2023).

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Hacker News

JULY 14, 2024

About 130 million adults in the U.S. have low literacy skills according to a Gallup analysis of data from the U.S. Department of Education. This means more than half of Americans between the ages of 16 and 74 (54%) read below the equivalent of a sixth-grade level.

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Machine Learning Research at Apple

JULY 14, 2024

Large Language Model (LLM) agents, capable of performing a broad range of actions, such as invoking tools and controlling robots, show great potential in tackling real-world challenges. LLM agents are typically prompted to produce actions by generating JSON or text in a pre-defined format, which is usually limited by constrained action space (e.g., the scope of pre-defined tools) and restricted flexibility (e.g., inability to compose multiple tools).

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Python 130

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

Hacker News

JULY 14, 2024

The semiconductor laser, invented more than 60 years ago, is the foundation of many of today’s technologies including barcode scanners, fiber-optic communications, medical imaging, and remote controls. The tiny, versatile device is now an IEEE Milestone. The possibilities of laser technology had set the scientific world alight in 1960, when the laser, long described in theory, was first demonstrated.

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Pickl AI

JULY 14, 2024

Summary: This blog explores the different types of keys in DBMS, including Primary, Unique, Foreign, Composite, and Super Keys. It highlights their unique functionalities and applications, emphasising their roles in maintaining data integrity and facilitating efficient data retrieval in database design and management. Introduction In Database Management Systems (DBMS), keys are pivotal in maintaining data integrity and facilitating efficient data retrieval.

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Database SQL Data Warehouse Data Analyst 52

Hacker News

JULY 14, 2024

Dozens of founders have used this technique to transform the cash-flow of their businesses. Now it's your turn.

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Hacker News

JULY 14, 2024

I recently went through the process of deploying various small Next.js applications to Cloudflare. As part of working on a new command called "neonctl create-app", we built a way to automatically deploy Next.js full-stack apps (i.e., Next.

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Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

Data Quality

Hacker News

JULY 14, 2024

A security researcher who assisted with the deal says he believes the only copy of the complete dataset of call and text records of “nearly all” AT&T customers has been wiped—but some risks may remain.

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Hacker News

JULY 14, 2024

Social Spam is backed by a microcosm of the modern economy. In order to understand this world, I infiltrated one of the largest communities for spammers with my real Facebook account. Here’s what I learned.

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Hacker News

JULY 14, 2024

In 1953, Enrico Fermi criticized Dyson's model by quoting Johnny von Neumann: "With four parameters I can fit an elephant, and with five I can make him wiggle his trunk." So far, there have been several attempts to fit an elephant using four parameters, but as the problem has not been well-defined, the current methods do not completely satisfy the requirements.

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Hacker News

JULY 14, 2024

In this post I discuss how to use the new Git rebasing feature, --update-refs, and how it makes working with stacked branches/PRs easier.

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Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

AI

Hacker News

JULY 14, 2024

We conducted two studies to understand the challenges faced by data scientists as they use ChatGPT.

Data Science 173

Data Science Data Scientist 173

Hacker News

JULY 14, 2024

Plugging up "worst-case" algorithmic holes is proving more difficult than expected.

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Algorithm AI AI 179

Hacker News

JULY 14, 2024

Vacuum forming keyboards - the outcome - retrohax.net Some time ago, I started a vacuum-forming project. I've already described in.

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Hacker News

JULY 14, 2024

Moldova is the perfect antidote to a world where tourists are increasingly shunned, taxed and pushed through sterile resorts

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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

Analytics

Hacker News

JULY 14, 2024

Do odd perfect numbers exist? Head to [link] to start your free 30-day trial, and the first 200 people get 20% off an annual premiu.

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Hacker News

JULY 14, 2024

I recently learned about “The New Essential Guide to Electronics in Shenzhen,” a short guide designed for foreign electronic shoppers to navigate Shenzhen’s mesmerizing Huaqiangbei district, and an update to Andrew “bunnie” Huang’s original edition. It turns out the book, full of humorous yet insightful tips, is also an interesting read for Chinese readers.

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Hacker News

JULY 14, 2024

Part nature notes, part kitchen memorandum, this small notebook documents her daily life in a style that is economical, poetic and precise

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Hacker News

JULY 14, 2024

Researchers at Karolinska Institutet have developed nanorobots that kill cancer cells in mice. The robot’s weapon is hidden in a nanostructure and is exposed only in the tumour microenvironment, sparing healthy cells. The study is published in the journal Nature Nanotechnology.

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Speaker: Pulkit Agrawal

As digital transformation advances at a rapid pace, Digital Adoption Platforms (DAPs) have become essential tools for enhancing user experiences and redefining product management strategies. DAPs are no-code solutions that integrate seamlessly with various technologies, and by fostering user adoption, these platforms help organizations maximize the potential of their tech investments.

Hacker News

JULY 14, 2024

kaskade is a text user interface for kafka, which allows you to interact and consume topics from your terminal in style!

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Hacker News

JULY 14, 2024

This paper introduces CURLoRA, a novel approach to fine-tuning large language models (LLMs) that leverages CUR matrix decomposition in the context of Low-Rank Adaptation (LoRA). Our method addresses two critical challenges in LLM fine-tuning: mitigating catastrophic forgetting during continual learning and reducing the number of trainable parameters.

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Hacker News

JULY 14, 2024

No one wants to be the bad guy. When narratives begin to shift and the once good guys are labelled as bad it's not surprising they fight back. They'll point to criticisms as exaggerations. Their faults as misunderstandings.

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Hacker News

JULY 14, 2024

The Fenwick tree is a classical implicit data structure that stores an array in such a way that modifying an element, accessing an element, computing a prefix sum and performing a predecessor search on prefix sums all take logarithmic time. We introduce a number of variants which improve the classical implementation of the tree: in particular, we can reduce its size when an upper bound on the array element is known, and we can perform much faster predecessor searches.

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In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

Analytics