Sun.Jan 21, 2024

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Quiz of the Day (Excel) #15

Analytics Vidhya

Welcome to the AI Quiz on Excel! In this exciting exploration of artificial intelligence (AI) in spreadsheet software, we will explore the fascinating intersection of technology and data manipulation. As Excel continues to evolve, integrating AI features has become a game-changer, revolutionizing how we analyze, visualize, and interpret information.

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eDiscovery: Unlocking the Power of AI in Document Review

Data Science Dojo

EDiscovery plays a vital role in legal proceedings. It is the process of identifying, collecting, and producing electronically stored information (ESI) in response to a request for production in a lawsuit or investigation. Anyhow, with the exponential growth of digital data, manual document review can be a challenging task. Hence, AI has the potential to revolutionize the eDiscovery process, particularly in document review, by automating tasks, increasing efficiency, and reducing costs.

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Enhancing Python Code: The Power of Effective Comments

Analytics Vidhya

Introduction When it comes to writing code in Python, it’s not just about creating functional and efficient programs. It’s also about making your code readable, maintainable, and collaborative. One way to achieve this is by writing comments in your Python code. Comments are lines of text that the Python interpreter ignores but provide valuable information […] The post Enhancing Python Code: The Power of Effective Comments appeared first on Analytics Vidhya.

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Bin Prediction for Better Conformal Prediction

Machine Learning Research at Apple

This paper was accepted at the workshop on Regulatable ML at NeurIPS 2023. Conformal Prediction (CP) is a method of estimating risk or uncertainty when using Machine Learning to help abide by common Risk Management regulations often seen in fields like healthcare and finance. CP for regression can be challenging, especially when the output distribution is heteroscedastic, multimodal, or skewed.

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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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Indentation in Python with Examples

Analytics Vidhya

Introduction Indentation plays a crucial role in Python programming. It is a unique feature of the language that sets it apart from other programming languages. In Python, indentation is used to define the structure and hierarchy of the code. It helps in visually organizing the code and making it more readable. This article will explore […] The post Indentation in Python with Examples appeared first on Analytics Vidhya.

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One Wide Feedforward is All You Need

Machine Learning Research at Apple

This paper was accepted at WMT conference at EMNLP. The Transformer architecture has two main non-embedding components: Attention and the Feed Forward Network (FFN). Attention captures interdependencies between words regardless of their position, while the FFN non-linearly transforms each input token independently. In this work, we explore the role of FFN and find that despite, and find that despite taking up a significant fraction of the model's parameters, it is highly redundant.

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More Trending

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Battery-free self-powered sensor harvests magnetic energy

Hacker News

MIT researchers designed a self-powering, battery-free, energy-harvesting sensor. Using the framework they developed, they produced a temperature sensor that can harvest and store the energy from the magnetic field that exists in the open air around a wire.

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How to Convert Python Dictionary to Pandas DataFrame ?

Analytics Vidhya

Introduction Python is a versatile programming language that offers a wide range of data structures to work with. Two popular data structures in Python are dictionaries and pandas DataFrames. In this article, we will explore the process of converting a Python dictionary into a pandas DataFrame. Learn Introduction to Python Programming. Click here. What is a […] The post How to Convert Python Dictionary to Pandas DataFrame ?

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C23: A Slightly Better C

Hacker News

One of the established and most popular programming languages is the C programming language. It is relatively easy to learn, and highly practical. Maybe surprisingly, the C programming language keeps evolving, slowly and carefully.

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Image Resizing using OpenCV in Python

Analytics Vidhya

Introduction Image resizing is a crucial task in computer vision that involves changing the dimensions of an image while maintaining its aspect ratio. It is fundamental in various applications, including web development, computer vision tasks, and machine learning models. In this article, we will explore different image-resizing techniques using OpenCV, a popular library for computer […] The post Image Resizing using OpenCV in Python appeared first on Analytics Vidhya.

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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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Huawei claims HarmonyOS NEXT kernel is more efficient than Linux

Hacker News

Huawei has unveiled a self-developed operating system called the HarmonyOS NEXT. At the development event, the CEO described the OS as fully independent with a full-stack AI framework. The CEO has also claimed that the Harmony kernel is three times more efficient than Linux.

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Hybrid Model Learning for Cardiovascular Biomarkers Inference

Machine Learning Research at Apple

This paper was accepted at the workshop Deep Generative Models for Health at NeurIPS 2023. Cardiovascular diseases (CVDs) are a major global health concern, making the longitudinal monitoring of cardiovascular biomarkers vital for early diagnosis and intervention. A core challenge is the inference of cardiac pulse parameters from pulse waves, especially when acquired from wearable sensors at peripheral body locations.

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Garden Light Turned Mesh Network Node

Hacker News

We love a good deal, especially when it comes to scavenging parts for projects. Cheap outdoor solar lights are more than just garden accessories; they're a handy source of waterproof enclosures, solar.

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Unbalanced Low-Rank Optimal Transport Solvers

Machine Learning Research at Apple

Two salient limitations have long hindered the relevance of optimal transport methods to machine learning. First, the computational cost of standard sample-based solvers (when used on batches of samples) is prohibitive. Second, the mass conservation constraint makes OT solvers too rigid in practice: because they must match textit{all} points from both measures, their output can be heavily influenced by outliers.

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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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Remembering Bell Labs as legendary idea factory prepares to leave N.J. home

Hacker News

Bell Labs — whose researchers pioneered everything from transistors to lasers — is moving out of its headquarters in Murray Hill after 80 epic years.

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Simulation-based Inference for Cardiovascular Models

Machine Learning Research at Apple

This paper was accepted at the workshop Machine Learning and the Physical Sciences at NeurIPS 2023. Over the past decades, hemodynamics simulators have steadily evolved and have become tools of choice for studying cardiovascular systems in-silico. This comes naturally at the cost of increasing complexity since state-of-the-art models are non-linear partial differential equations depending on many parameters.

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BusPirate V5 Now Shipping

Hacker News

Bus Pirate 5 REV10 is ready! The next generation of Bus Pirate is here. Type simple commands in a terminal and talk to chips over 1-Wire, I2C, SPI, UART, and more. Figure out how a chip works before writing a line of code.

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FastSR-NeRF: Improving NeRF Efficiency on Consumer Devices with A Simple Super-Resolution Pipeline

Machine Learning Research at Apple

Super-resolution (SR) techniques have recently been proposed to upscale the outputs of neural radiance fields (NeRF) and generate high-quality images with enhanced inference speeds. However, existing NeRF+SR methods increase training overhead by using extra input features, loss functions, and/or expensive training procedures such as knowledge distillation.

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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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Lessons learned from bringing promotional sweets to a conference

Hacker News

I've recently set up my own consultancy company and decided to sponsor my local UKGovCamp conference. That entitled me to a logo on the site, a shout-out during the conference, and place to put any promotional stickers. Everyone loves stickers! But I decided to bring along something different - promotional sweeties! I found a small [.

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Replace Battery in the Ecobee Sensor

Data Science 101

The battery in the Ecobee sensor is quite easy to replace, you just need to get the correct replacement battery. The size of the battery is CR2477. To Purchase the batteries on Amazon EEMB CR2477 Batteries, 5 Pack Replacement Ecobee Sensor As an Amazon Associate I earn from qualifying purchases.

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PU-239

Hacker News

“PU-239”by Ken Kalfus Someone committed a simple error that, according to the plant’s blueprints, should have been impossible, and a valve was left open, a pipe ruptured, a technician was trapped in a crawlspace, and a small fire destroyed several workstations.

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Enhancing NLQ: Streamlined Integration of LLMs and Databases with LangChain

Mlearning.ai

Unlocking New Possibilities: Seamless LLM-Database Fusion with LangChain Continue reading on MLearning.

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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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Helium is essential but nonrenewable and difficult to recycle

Hacker News

With the fourth significant shortage of helium in a decade continuing, companies and researchers are looking for alternative sources.

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Prompt Formatting is the Unsung Hero

Mlearning.ai

Your free and user friendly Blueprint to unlock the power of any AI Continue reading on MLearning.

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Some fish live beyond 100 – and get healthier as they age

Hacker News

Buffalofish have surprisingly long life spans, a new study shows—and live their best lives into their 80s and 90s. What can humans learn from them?

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Microsoft Presidio v2.2.352

Explosion

Context aware, pluggable and customizable PII de-identification and anonymization service for text and images, featuring a spaCy back-end.

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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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How Far Could the Sun Possibly Be?

Hacker News

The Greeks found the minimum possible distance to the Sun is a few million miles. Today we'll see how the speed of light can provide a maximum distance.

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Medical Innovations, Vast Experience Combine To Help Burn Victims In Israel And Worldwide

Gil Press for Forbes

A leading example of Israel's innovative and generous medical practice is the National Burns Center at the Sheba Medical Center.

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A man who used music to try to lure aliens to earth (2020)

Hacker News

For nearly 30 years, John Shepherd broadcast freewheeling records from all over the world, to what he hoped would be an interstellar audience.

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Reverse Engineering the TouchBar Screen and MIPI DSI Primer [video]

Hacker News

This is a collaboration project with Yukidamayaki-san ([link] to reverse engineer the touchbar screen and drive it with a microcon.

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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.