Wed.Jul 03, 2024

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What are the SQL Alternate Keys?

Analytics Vidhya

Introduction Keys are an important part of SQL, and the primary, foreign, and candidate keys hold a significant value. The alternate key holds are crucial, yet we often overlook their importance. They are used to design our database, Ensure the integrity of our data, and create an efficient way to retrieve records. Intriguing right? Further in […] The post What are the SQL Alternate Keys?

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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 318
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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!

Python 317
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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 306
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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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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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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?

SQL 306

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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 306
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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 One-shot Prompting?

Analytics Vidhya

Introduction In the evolving field of machine learning, generating accurate responses with minimal data is crucial. One-shot prompting is a powerful strategy that enables AI models to perform specific tasks by providing just a single example or template. This approach is especially beneficial when the undertaking calls for a few degrees of guidance or a […] The post What is One-shot Prompting?

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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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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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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 299
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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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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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AI Agents That Matter

Hacker News

Rethinking AI agent benchmarking and evaluation

AI 181
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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Build your multilingual personal calendar assistant with Amazon Bedrock and AWS Step Functions

AWS Machine Learning Blog

Foreigners and expats living outside of their home country deal with a large number of emails in various languages daily. They often find themselves struggling with language barriers when it comes to setting up reminders for events like business gatherings and customer meetings. To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial

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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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The Fake Oilman Who Conned People Out of Millions

Hacker News

Alan Todd May passed himself off as an oil magnate, insinuated himself into West Palm Beach high society, and conned people out of millions.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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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 132
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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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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 130
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Anna O.: The woman behind Freud's first case study

Hacker News

The case of Anna O. showed that psychoanalysis worked. Did Freud tamper with it?

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Seeing the world after Google Streetview

FlowingData

Trevor Rainbolt is really good at geolocating a place given a single frame from Google Streetview. He used to only stream from his desk, but he’s exploring the physical world now. For the New York Times, Tomas Weber profiles Rainbolt’s expanded point of view. Rainbolt’s most banal moments are now served with little tinctures of epiphany and recognition.

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Can't stop your cat from scratching the furniture? Science has some tips

Hacker News

Aggressive scratching is a stress response; small children are a common source of stress.

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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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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 170
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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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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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Finding near-duplicates with Jaccard similarity and MinHash

Hacker News

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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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Your Company's Problem is Hiding in Plain Sight - High Work-In-Progress (WIP)

Hacker News

You Need Lazy People to Have Restless Features

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.