Tue.Jun 04, 2024

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From ER Diagrams to AI-Driven Solutions

insideBIGDATA

In this contributed article, Ovais Naseem from Astera, takes a look at how the journey of data modeling tools from basic ER diagrams to sophisticated AI-driven solutions showcases the continuous evolution of technology to meet the growing demands of data management. Understanding how data modeling tools have changed over time gives us important insights into why organizing and analyzing data well is so important.

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How to Track IP Address Using Python?

Analytics Vidhya

Introduction IP address geolocation has become an increasingly useful capability in today’s connected world. This guide will walk through how to track an IP address’s geographic location using Python. We’ll provide code examples that leverage Python libraries to fetch location data like city, region and coordinates for a given IP address.

Python 303
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How Can Data Science Accelerate Drug Discovery Processes?

insideBIGDATA

In this contributed article, April Miller, senior IT and cybersecurity writer for ReHack Magazine, describes how thoughtfully applied data science principles and tools empower modern researchers to find new, viable treatment methods for various diseases and ailments. Humans will always be essential to drug discoveries, but the fascinating examples here and elsewhere show the power of using purposeful data analytics to meet shared goals.

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Use Cases of Python Context Manager

Analytics Vidhya

Introduction Python’s ability to manage resources—files, database connections, and threads—ensures that programs run quickly and without errors. A context manager is a potent architecture that helps with this task. Python context managers make resource management easier by enabling developers to specify resource setup and takedown procedures legibly and error-proofly using the with statement.

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Prepare Now: 2025's Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce

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.

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SAP Is Taking Care Of Business, AI

Adrian Bridgwater for Forbes

In SAP terms, AI is for business challenges, business problems and business conundrums that need not just solutions, but workable functional resolutions.

AI 268
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Supercharge Your Embeddings Pipeline with EmbedAnything

Analytics Vidhya

Introduction In this article, we are going to explore a new tool, EmbedAnything, and see how it works and what you can use it for. EmbedAnything is a high-performance library that allows you to create image and text embeddings directly from files using local embedding models as well as cloud-based embedding models. We will also […] The post Supercharge Your Embeddings Pipeline with EmbedAnything appeared first on Analytics Vidhya.

Analytics 289

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A Comprehensive Guide on Exponents in Python

Analytics Vidhya

Introduction In mathematics, we use exponents or powers to demonstrate the repeated multiplication of a number by itself. Python offers multiple ways to accomplish exponentiation, providing simplicity and adaptability for a range of use situations. Python provides powerful tools to perform a wide range of tasks, from simple math operations to intricate scientific calculations.

Python 287
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5 Must-Read Books on AI to Master the Fundamentals

Data Science Dojo

Computers are driving the modern era of knowledge and learning. While the digital world promotes the use of machines to to learn and create new things, the need and importance of books has always remained constant. Hence, books on AI and other technological developments remain important for the basics and more. In this blog, we will explore this world of knowledge to explore the best books on AI that are available in the market today.

AI 195
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Understanding Kolmogorov-Arnold Networks: The Latest Alternative to MLP

Analytics Vidhya

Introduction Kolmogorov-Arnold Networks, also known as KAN, are the latest advancement in neural networks. Based on the Kolgomorov-Arnold representation theorem, they have the potential to be a viable alternative to Multilayer Perceptrons (MLP). Unlike MLPs with fixed activation functions at each node, KANs use learnable activation functions on edges, replacing linear weights with univariate functions […] The post Understanding Kolmogorov-Arnold Networks: The Latest Alternative to MLP appe

Analytics 285
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Distributed ML for IoT

databricks

Introduction Today, manufacturers’ field maintenance is often more reactive than proactive, which can lead to costly downtime and repairs. Historically, data warehouses have.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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5 Tips for Writing Better Python Functions

KDnuggets

This tutorial covers five simple yet effective practices for writing better and maintainable Python functions.

Python 272
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How to Calculate the Coefficient of Variation in Excel & Google Sheets

Analytics Vidhya

Introduction The Coefficient of Variation (CV) is a valuable tool for comparing the variability of different datasets. It is most useful in instances where the units of the data are different. This article will explain what the CV is and how it’s applied in various industries. Moreover, it will give you step-by-step instructions on how […] The post How to Calculate the Coefficient of Variation in Excel & Google Sheets appeared first on Analytics Vidhya.

Analytics 215
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The Ultimate Guide to Approach LLMs

KDnuggets

An evergreen approach to learning any new technology breakthroughs

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10 Ways AI can be Used in Smart Cities

Analytics Vidhya

Introduction Ever wonder how our cities are becoming smarter and more efficient? It’s all about leveraging the latest technologies, such as the Internet of Things (IoT), blockchain, and, of course, Artificial Intelligence (AI). These tools are transforming how we manage our urban environments, making our cities more friendly and efficient! You see, AI has this […] The post 10 Ways AI can be Used in Smart Cities appeared first on Analytics Vidhya.

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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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Telegram combolists show that we are all hacked

Dataconomy

Telegram combolists have unveiled a staggering data breach, revealing that millions of accounts have been compromised. A massive collection of 361 million email addresses , sourced from credentials stolen by password-stealing malware, in credential stuffing attacks, and from data breaches, has been added to the Have I Been Pwned data breach notification service.

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A new discovery about carbon dioxide is challenging decades-old ventilation doctrine

Hacker News

Carbon dioxide monitors have been around for decades. But in 2020, they became, almost overnight, a hot commodity. All of a sudden, people wanted them to help assess the safety of indoor spaces — to gauge the likelihood of breathing in coronavirus-laced particles that until very recently had been in someone else’s lungs. No sensor can monitor how many infectious aerosols are swirling around us in real time.

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Running Stable Diffusion with Python

Machine Learning Mastery

Stable Diffusion is a deep learning model that can generate pictures. In essence, it is a program in which you can provide input (such as a text prompt) and get back a tensor that represents an array of pixels, which, in turn, you can save as an image file. There’s no requirement that you must […] The post Running Stable Diffusion with Python appeared first on MachineLearningMastery.com.

Python 146
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Night-vision lenses so thin and light that we can all see in the dark

Hacker News

From evening drives to navigating a house or a park in the dark, there are so many situations where it'd be handy to slip on a simple pair of night-vision lenses and the world that's beyond human optical perception could be illuminated like never before. This vision could be a reality, with a technology breakthrough that could deliver this elusive view to everyday consumers, with an ultra-thin film or lens the width of cling wrap.

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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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Celebrating Achievements in Data Intelligence: Presenting the 2024 Databricks Data Intelligence Award Finalists

databricks

The annual Data Team Awards spotlight data teams and the pivotal role they play in business operations across industries and markets. By continually.

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Chang'e-6: Moon dark side samples collected and launched into lunar orbit

Hacker News

Chang’e-6: Moon samples collected and launched into lunar orbit Material from the far side of the moon has begun its journey for Earth after Chinese spacecraft collected samples and launched them into lunar orbit.

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Spike Raises $3.5 Million to Give Healthcare AI a Brain Boost

Dataconomy

Move over, Dr. House. There’s a new medical genius in town, and it doesn’t even have a stethoscope. Spike , a Silicon Valley startup that focuses on data technology and artificial intelligence (AI), just landed $3.5 million in seed funding. Its mission? To give healthcare AI, which is set to reach $148 billion by 2029 , the brainpower it needs.

AI 110
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Harvard's Largest Faculty Division Will No Longer Require Diversity Statements

Hacker News

Instead, the Faculty of Arts and Sciences will require applicants to describe their “efforts to strengthen academic communities,” a senior university leader said in an email.

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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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Valve faces community backlash with the SaveTF2 petition

Dataconomy

The SaveTF2 petition, also shared on the FixTF2 website, urging Valve to resolve the bot issues affecting its long-standing FPS, Team Fortress 2, has garnered over 100,000 signatures. The gaming community hopes that this collective effort will finally prompt the Steam developer to take significant action. The petition and FixTF2 claims that TF2 has become nearly unplayable due to aimbots and criticizes Valve for their inadequate response to this persistent issue.

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How influencer cartels manipulate social media

Hacker News

Social media influencers account for a growing share of marketing budgets worldwide. This column examines a problem within this rapidly expanding advertising market – influencer cartels, in which groups of influencers collude to increase advertising revenue by inflating each other’s engagement numbers. Influencer cartels can improve consumer welfare if they expand social media engagement to the target audience, but reduce welfare if they divert engagement to less relevant audiences.

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Intel reveals its AI roadmap with Lunar Lake at Computex 2024

Dataconomy

At Computex 2024, Intel unveiled detailed specifications for its upcoming Lunar Lake processors, which will be a key component of next-generation Copilot+ AI PCs launching later this fall. The chips boast a significant leap in AI performance with a new Neural Processing Unit (NPU) delivering up to 48 tera operations per second (TOPS) , compared to 10 TOPS offered by the previous generation Meteor Lake.

AI 101
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Connect joins the CNCF: gRPC you can bet your business on

Hacker News

Connect RPC, Buf’s family of fully protocol-conformant and battle-tested alternatives to Google’s gRPC project, has joined the Cloud Native Computing Foundation. We joined the CNCF to demonstrate our deep commitment to sustainably and responsibly growing Connect as a well-governed and community-led open source project. Today, Connect integrates seamlessly with gRPC systems in production at companies of all sizes, such as CrowdStrike, PlanetScale, RedPanda, Chick-fil-A, BlueSky, and Dropbox.

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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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New generative AI platform aiding in social skill development coaching

Dataconomy

Social skills are something we often take for granted. Most of us develop them passively as we make our way through our daily lives as children and adolescents. By the time we’re adults, we’ve become comfortable with ourselves, settled into our personalities, and at least moderately confident in our own unique mode of interaction. Nobody is for everybody, but the vast majority of people become comfortable enough in their own skin by the time they reach maturity that interacting with others is at

AI 101
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GitHub now provides Arm-based runners

Hacker News

GitHub Actions now offers Arm-hosted runners with images built by Arm for developers to begin building on the latest and most sustainable processors on the market.

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Streamline custom model creation and deployment for Amazon Bedrock with Provisioned Throughput using Terraform

AWS Machine Learning Blog

As customers seek to incorporate their corpus of knowledge into their generative artificial intelligence (AI) applications, or to build domain-specific models, their data science teams often want to conduct A/B testing and have repeatable experiments. In this post, we discuss a solution that uses infrastructure as code (IaC) to define the process of retrieving and formatting data for model customization and initiating the model customization.

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Encryption at Rest: Whose Threat Model Is It Anyway?

Hacker News

Head's up: This is a blog post about applied cryptography, with a focus on web and cloud applications that encrypt data at rest in a database or filesystem. While the lessons can be broadly applicable, the scope of the post is not.

AWS 168
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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.