Wed.Jul 03, 2024

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Finetuning Phi-Medium to Generate Cypher Query from Text

Analytics Vidhya

Introduction The rise of Retrieval-Augmented Generation (RAG) and Knowledge Graphs has revolutionized how we interact with complex data sets by providing a structured, interconnected representation of information. Knowledge Graphs, such as those used in Neo4j, facilitate the querying and visualization of relationships within data. However, translating natural language into structured query languages like Cypher remains […] The post Finetuning Phi-Medium to Generate Cypher Query from Text a

Analytics 283
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Vero AI Publishes Report Identifying Trends in AI and Data Privacy Legislation, Supporting Enterprises in Compliance Planning

insideBIGDATA

Vero AI, a first-of-its-kind analytical engine and scoreboard that helps enterprises fully harness the potential of advanced technology including artificial intelligence while minimizing risk, released an industry-agnostic report, Regulating the Future: Responsible AI Legislation Trends and Predictions on key trends in current and emerging artificial intelligence (AI) legislation.

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What is Grant Command in SQL?

Analytics Vidhya

Introduction When working with databases, one of the most important things to manage is who can do what within your database. Structured Query Language (SQL) has a function to help you with this. The SQL GRANT command lets you assign specific permissions to different users. This allows you to control how they interact with the […] The post What is Grant Command in SQL?

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How to Manage Files and Directories in Bash

KDnuggets

Bash, the Bourne-Again Shell, is commonly used in Unix-based systems like Linux and macOS and provides myriad tools for managing files and directories.

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Provide Real Value in your Applications with Data and Analytics

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.

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Role of Fully Convolutional Networks in Semantic Segmentation

Analytics Vidhya

Introduction Semantic segmentation, categorizing images pixel-by-pixel into specified groups, is a crucial problem in computer vision. Fully Convolutional Networks (FCNs) were first introduced in a seminal publication by Trevor Darrell, Evan Shelhamer, and Jonathan Long in 2015. This ground-breaking method completely changed the field by providing end-to-end training for semantic segmentation tasks, doing away with […] The post Role of Fully Convolutional Networks in Semantic Segmentation

Analytics 272
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Duck, Duck, Code: An Introduction to Python’s Duck Typing

KDnuggets

Explore the simplicity and flexibility of duck typing in Python — where code adapts based on behavior, not rigid types!

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More Trending

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What Is A Data Product?

Adrian Bridgwater for Forbes

We are now at a point where we can talk about so-called "data products" as defined information entities that exist in a more formally coalesced and correlated way that.

Big Data 183
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How to Find the Best Multilingual Embedding Model for Your RAG?

Analytics Vidhya

Introduction In the era of global communication, developing effective multilingual AI systems has become increasingly important. Robust multilingual embedding models are highly beneficial for Retrieval Augmented Generation (RAG) systems, which leverage the strength of big language models with external knowledge retrieval. This guide will help you choose the ideal multilingual embedding model for your RAG […] The post How to Find the Best Multilingual Embedding Model for Your RAG?

Analytics 240
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A Guide to Choose the Best Data Science Bootcamp

Data Science Dojo

Data science bootcamps are intensive short-term educational programs designed to equip individuals with the skills needed to enter or advance in the field of data science. They cover a wide range of topics, ranging from Python, R, and statistics to machine learning and data visualization. These bootcamps are focused training and learning platforms for people.

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Is Data Science Still Worth It In 2024?

KDnuggets

Should I bother pursuing a career in data science in 2024?

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Proton launches its own version of Google Docs

Hacker News

Proton now has its own version of Google Docs in its Drive cloud storage service, and like the company's other products, it comes with end-to-end encryption.

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Article: The AI Revolution Will Not Be Monopolized

Explosion

Large language models have significantly transformed the field of artificial intelligence. The fundamental innovation behind this change is surprisingly straightforward: make the models a lot bigger. With each new iteration, the capabilities of these models expand, prompting a critical question: Are we moving toward a black box era where AI is controlled by a few tech monopolies?

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A Practical Introduction to Constraint Programming Using CP-SAT and Python

Hacker News

We discuss constraint programming, an approach to solve discrete optimization problems, and illustrate how it works with a scheduling code example implemented in Python with the CP-SAT solver.

Python 148
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Does Figma’s AI design feature copy Apple?

Dataconomy

Dylan Field, CEO of Figma, has announced that the company will temporarily disable its AI design feature following allegations that it was copying designs from Apple’s Weather app. Figma disables its AI design feature temporarily This issue was initially identified by Andy Allen, the founder of NotBoring Software, which offers a variety of apps including a customizable Weather app.

AI 91
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Deliver Mission Critical Insights in Real Time with Data & Analytics

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.

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Multiple nations enact mysterious export controls on quantum computers

Hacker News

Identical wording placing limits on the export of quantum computers has appeared in regulations across the globe.

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3 Greatest Algorithms for Machine Learning and Spatial Analysis.

Towards AI

Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 When deciding who is best at a certain field, the debate can sometimes get messy with no conclusive answer. Most of these debates may go on and on, and they touch on a wide range of sectors, but they mostly involve sports, entertainment, and maybe politics.

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'Almost whole island homeless' in Hurricane Beryl's wake

Hacker News

Union Island, which lies off St Vincent and the Grenadines, has been devastated by the powerful hurricane.

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Introducing guardrails in Knowledge Bases for Amazon Bedrock

AWS Machine Learning Blog

Knowledge Bases for Amazon Bedrock is a fully managed capability that helps you securely connect foundation models (FMs) in Amazon Bedrock to your company data using Retrieval Augmented Generation (RAG). This feature streamlines the entire RAG workflow, from ingestion to retrieval and prompt augmentation, eliminating the need for custom data source integrations and data flow management.

AWS 93
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The Project Clinic: Assessing Project Health, Planning, and Execution

Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.

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Oldest cave art found

Hacker News

The oldest example of cave art has been discovered on an Indonesian island and dated back 51,200 years.

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Medical content creation in the age of generative AI

AWS Machine Learning Blog

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Today, LLMs are being used in real settings by companies, including the heavily-regulated healthcare and life sciences industry (HCLS).

AI 87
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Ryzen 7 Mini-PC makes a power-efficient VM host

Hacker News

When I saw the first reviews of the ASRock DeskMini X600 barebone, I was immediately interested in building a home-lab hypervisor (VM host) with it. Apparently, the DeskMini X600 uses less than 10W of power but supports latest-generation AMD CPUs like the Ryzen 7 8700G!

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Intel’s Lunar Lake Changes Everything About X86

MoorInsights for Forbes

Intel's forthcoming Lunar Lake processors are its best bet to compete with the rising threat of Arm-based architectures, especially those coming from Apple and Qualcomm.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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Living in a Lucid Dream

Hacker News

Recent research on lucid dreams suggests that consciousness exists along a spectrum between sleep and waking, between hallucination and revelation, between dreamworlds and reality.

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A Generalized Machine Learning Framework for Time Series Forecasting

Towards AI

Last Updated on July 3, 2024 by Editorial Team Author(s): Shenggang Li Originally published on Towards AI. Adapting Diverse Models to Transform Transactional Data for Predictive AccuracyPhoto by Elena Mozhvilo on Unsplash Time series forecasting is fundamental to predictive modeling, drawing significant interest from data scientists. Its applications range from supply chain demand prediction to financial market forecasting.

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A mathematical thought experiment for accepting the continuum hypothesis

Hacker News

Joel David Hamkins, “How the continuum hypothesis could have been a fundamental axiom,” Mathematics arXiv (2024), arxiv:2407.02463.

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WIA spotlight: Women's voices in AI

SAS Software

This summer, the buzzword on everyone's lips is generative AI. From tech conferences and industry panels to mainstream media and casual conversations, AI has taken center stage, driving innovation and sparking debates about its impact on our future. One of the most exciting developments in AI is the growing impact [.] The post WIA spotlight: Women's voices in AI appeared first on SAS Blogs.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Making a Linux-managed network switch

Hacker News

Sometimes the custom 5-port gigabit switch _is_ the solution.

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Stable Face-Mask Detection Using Adapted Eye Cascader

Towards AI

Last Updated on July 4, 2024 by Editorial Team Author(s): Jan Werth Originally published on Towards AI. Photo by Victor Freitas on Unsplash Table of content Introduction Prerequisite Eye Detection via Cascaders– Cascaders– Scalefactor and Min_Neighbour Find Matching eye-pairs– Matching eyes step by step with code– Less than three eyes– Draw facebox from eyebox Conclusions Update Dear reader, I wrote this article at the beginning of the COVID-19 pandemic in 2022.

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AI Agents That Matter

Hacker News

Rethinking AI agent benchmarking and evaluation

AI 180
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DF96 Completes and DF97 Launches

Ocean Protocol

Predictoor DF96 rewards available. DF97 runs Jul 4— Jul 11, 2024 1. Overview Data Farming (DF) is Ocean’s incentives program. In DF, you can earn OCEAN rewards by making predictions via Ocean Predictoor. Data Farming Round 96 (DF96) has completed. DF97 is live today, July 4. It concludes on July 11. For this DF round, Predictoor DF has 37,500 OCEAN rewards and 20,000 ROSE rewards. 2.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.