Wed.May 29, 2024

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How to Summarize Text with Transformer-based Models?

Analytics Vidhya

Introduction One of the most important tasks in natural language processing is text summarizing, which reduces long texts to brief summaries while maintaining important information. This subject has been transformed by Transformers, which are sophisticated deep learning models that provide unmatched performance in extractive and abstractive summarization techniques.

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Tips for Deploying Machine Learning Models Efficiently

Machine Learning Mastery

Introduction The process of deploying machine learning models is an important part of deploying AI technologies and systems to the real world. Unfortunately, the road to model deployment can be a tough one. The process of deployment is often characterized by challenges associated with taking a trained model — the culmination of a lengthy data-preparation […] The post Tips for Deploying Machine Learning Models Efficiently appeared first on MachineLearningMastery.com.

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Finetune and Deploy Custom PaLiGemma Model for your Image Tasks

Analytics Vidhya

Introduction PaLiGemma is an open-source state-of-the-art model released alongside other products at Google I/O 2024 and combines two other models developed by Google. Based on open components like the SigLIP vision model and the Gemma language model, PaliGemma is a flexible and lightweight vision-language model (VLM) that draws inspiration from PaLI-3.

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5 Python Best Practices for Data Science

KDnuggets

Level up your Python skills for data science with these by following these best practices.

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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Difference Between ANN, CNN and RNN

Analytics Vidhya

Introduction Neural networks are systems designed to mimic the human brain. They consist of interconnected neurons or nodes. These nodes work together to interpret data and find patterns. Many artificial intelligence applications rely on neural networks. It’s important to know about the different types of neural networks because each one has unique strengths and weaknesses. […] The post Difference Between ANN, CNN and RNN appeared first on Analytics Vidhya.

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AI Turns The Digital Evolution of the Airline Industry Into a Revolution 

insideBIGDATA

In this contributed article, Rick Seaney, Vice President of Innovation at 3Victors, wrote this piece to bring awareness to the incredible things that airline customers will experience in only a few years thanks to AI. He explains the importance of the industry to build the data and cloud foundation that is necessary to get us there. From super-realistic AI generative videos of their destination to robots helping passengers with baggage to new ways to buy tickets - AI will change flying as we kno

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From Data to Destinations: How Skyscanner Optimizes Traveler Experiences with Databricks Unity Catalog

databricks

This blog is authored by Michael Ewins, Director of Engineering at Skyscanner At Skyscanner , we're more than just a flight search engine.

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Living computers? Brain organoids power bioprocessor breakthrough

Dataconomy

A Swiss startup, FinalSpark, has introduced what it claims to be the world’s first bioprocessor , integrated into an innovative online platform that offers remote access to 16 human brain organoids. This cutting-edge neuroplatform is heralded as a breakthrough, providing direct interaction with biological neurons in vitro. The world’s first bioprocessor Key highlights: Energy efficiency : FinalSpark emphasizes that its bioprocessor consumes dramatically less power than conventional process

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CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement

Machine Learning Research at Apple

Contrastive language image pretraining (CLIP) is a standard method for training vision-language models. While CLIP is scalable, promptable, and robust to distribution shifts on image classification tasks, it lacks object localization capabilities. This paper studies the following question: Can we augment CLIP training with task-specific vision models from model zoos to improve its visual representations?

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Toxoplasma Gondii significantly alters wolf behavior

Hacker News

A study of 26 years' worth of wolf behavioral data, and an analysis of the blood of 229 wolves, has shown that infection with the parasite Toxoplasma gondii makes wolves 46 times more likely to become a pack leader.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Evaluating Large Language Models with Giskard in MLflow

databricks

Over the last few years, Large Language Models (LLMs) have been reshaping the field of natural language, thanks to their transformer-based architectures and.

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Cybercriminals pose as "helpful" Stack Overflow users to push malware

Hacker News

Cybercriminals are abusing Stack Overflow in an interesting approach to spreading malware—answering users' questions by promoting a malicious PyPi package that installs Windows information-stealing malware. [.

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Predictive analytics in education: How machine learning forecasts student successs

Dataconomy

Imagine knowing which students might need extra help before they even ask for it. Or determining the best teaching strategies for each class. It seems futuristic, but predictive analytics makes it a reality. This powerful tool uses machine learning to forecast student success, helping educators make smarter decisions and support their students better.

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Let yourself be monitored: EU governments to agree on Chat Control

Hacker News

Based on a new proposal by the Belgian Minister of the Interior, EU governments could endorse the much-criticised child sexual abuse regulation (CSAR or chat control) as early as June after all.

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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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Cybersecurity challenges faced by university networks

Dataconomy

In today’s digital age, universities are hubs of vast amounts of data, including research, personal information, and extensive administrative records. As such, the network security of these institutions is critical not only for the protection of this information but also for the continuity of educational services. Cybersecurity in universities faces unique challenges due to the open nature of their networks, the diversity of users, and the complexity of their systems.

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A myopia epidemic is sweeping the globe

Hacker News

Time spent outdoors is the best defence against rising rates of short-sightedness, but scientists are searching for other ways to reverse the troubling trend. Time spent outdoors is the best defence against rising rates of short-sightedness, but scientists are searching for other ways to reverse the troubling trend.

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The first-ever Samsung strike pulls shares down

Dataconomy

A union representing thousands of workers at South-Korea based electronics giant has called the first-ever Samsung strike since it was founded five and a half decades ago. The National Samsung Electronics Union announced that it will hold a one-day protest by asking all its members to use their paid leave on 7 June, and it has not ruled out a full-scale strike in the future.

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Kino: Pro Video Camera

Hacker News

Today we're excited to launch Kino, a powerful filmmaking app for beginners and experts alike. As say they say in screenwriting, "Show, Don't tell," so let's walk through a few of the tent-pole features in our huge 1.0 release.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

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.

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Qualcomm’s Boom Highlights AI Shift To The Edge

R. Scott Raynovich

In just six months, Qualcomm shares have gone from a 52-week low to an all-time high on the market’s realization that it has the components and technology to play in t.

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"My Bike Is Everything to Me"

Hacker News

Former NBA player and TV sportscaster Bill Walton died on Monday at the age of 71. He was a quirky dude and as someone who’s been known to veer off onto seemingly unrelated tangents, I appreciated his oddball broadcasting style.

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Visualize This: Publication Day, Fourteen Years Later

FlowingData

The second edition of Visualize This is published. The book made its way out this past week for those who pre-ordered (thank you!), but you can get a copy right away now. This is a different book from the original. There is new software, new examples, and new methods that stem from a decade and a half more of visualizing and analyzing data, a polished process, and an evolving visualization field.

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US to modernize electrical grid – for clean energy and fewer outages

Hacker News

The White House is gearing up to announce steps to modernize a major roadblock to the clean energy transformation: America’s aging electrical infrastructure.

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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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Meta’s Horizon OS And Horizon Store Reforms Reaffirm XR Leadership

MoorInsights for Forbes

In a move that could have important repercussions across the XR market, Meta has launched a new OS and made important changes to how its XR app store works.

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If A.I. Can Do Your Job, Maybe It Can Also Replace Your CEO

Hacker News

Chief executives are vulnerable to the same forces buffeting their employees. Leadership is important, but so is efficiency — and cost-cutting.

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Empower developers to focus on innovation with IBM watsonx

IBM Journey to AI blog

In the realm of software development, efficiency and innovation are of paramount importance. As businesses strive to deliver cutting-edge solutions at an unprecedented pace, generative AI is poised to transform every stage of the software development lifecycle (SDLC). A McKinsey study shows that software developers can complete coding tasks up to twice as fast with generative AI.

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Ticketmaster hacked. Breach affects more than half a billion users

Hacker News

Notorious hacker group ShinyHunters is claiming to have hacked Ticketmaster, stealing more than 500 million customers' sensitive data.

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How To Speak The Language Of Financial Success In Product Management

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.

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How to Create an Image-to-Text Converter in Python

How to Learn Machine Learning

Hello dear reader! In this post we will teach you how to convert image to text using Python. So sit back, relax, and enjoy! Introduction on how to convert image to text Image-to-text conversion is a process in which text inside an image is extracted and converted into a word processor-compatible format. This was not possible until OCR (optical character recognition) was developed.

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The Pen Hospital in Kolkata will nurse your broken fountain pen back

Hacker News

For 77 years, the Pen Hospital has been performing successful surgeries on fountain pens before discharging them back to their owners

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Find the label of a variable in SAS

SAS Software

Sometimes labels for variables get "dropped" during data preparation and cleaning. One example is when data are transposed from "wide form" to "long form." For example, suppose a data set has three variables, X, Y, and Z, each with labels. If you transpose the data to long form, the new [.] The post Find the label of a variable in SAS appeared first on SAS Blogs.

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Phone cameras can take in more light than the human eye

Hacker News

Phone cameras are an example of what’s called computational photography. Digital tools built into these cameras can enhance your images in real time.

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What Is Entity Resolution? How It Works & Why It Matters

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.