Fri.Aug 30, 2024

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Project Ideas to Master Data Engineering

KDnuggets

Data engineering is best learned by doing projects. But which ones? Here are six projects focusing on different data engineering skills to ensure you have it all covered.

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Shining a Light on Dark Data: The Path to Responsible AI Integration

insideBIGDATA

In this contributed article, Soniya Bopache, vice president and general manager, data compliance and governance at Veritas Technologies, discusses how integrating AI into business operations requires addressing the challenge of dark data—unstructured and unused information that can lead to biased or compromised AI outputs. Organizations must prioritize comprehensive data management and governance to ensure AI systems are powered by high-quality data, meeting both operational goals and regulatory

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What is Graph Database?

Analytics Vidhya

Introduction As data scales and characteristics shift across fields, graph databases emerge as revolutionary solutions for managing relationships. Unlike relational databases that use tables and rows, graph databases excel in handling complex networks. Imagine a social network where members connect as friends, followers, or colleagues—graph databases shine in such interconnected data scenarios.

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How Artificial Intelligence is Revolutionizing Automotive Retailing

insideBIGDATA

In this contributed article, Devin Daly, CEO and Co-Founder of Impel, discusses five of the most impactful ways that AI is improving the automotive retailing experience.

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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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A Comprehensive Guide to Python Functions Definition and Lambdas

Analytics Vidhya

Introduction We have been discussing Python and its versatility. Now is the time to understand another functionality of this powerful programming language: it enhances code efficiency and readability. Maintaining the modularity of your code logic while working on a production-level program is important. Python Function definition allows the developers to achieve this by encapsulating the […] The post A Comprehensive Guide to Python Functions Definition and Lambdas appeared first on Analyti

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Winning at GenAI: Building the right processes for the data intelligence future

databricks

Learn how companies can create repeatable and scalable workflows that enable users to quickly turn GenAI innovation from experimentation to reality.

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Using R for Predictive Modeling in Finance

Machine Learning Mastery

Predictive modeling in finance uses historical data to forecast future trends and outcomes. R, a powerful statistical programming language, provides a robust set of tools and libraries for financial analysis and modeling. This article explores the key techniques and packages in R that are commonly used for predictive modeling in finance. We’ll cover time series […] The post Using R for Predictive Modeling in Finance appeared first on MachineLearningMastery.com.

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Digital Transformation Playbook for Modern Businesses

KDnuggets

Check this practical guide sharing insights, challenges, and tactics to be a digital leader with confidence.

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The GenAI Journey: How Enterprises are Progressing from General-Purpose to Custom LLMs

databricks

Every company's path from foundational to tailored LLMs will be different. Each will require new tooling to help developers deliver the accurate and governed GenAI that leaders are demanding.

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Master Segformer: A Quick Guide to Clothes & Human Segmentation

Analytics Vidhya

Introduction A model that segments clothes and humans into different labels would have many applications today. This model’s ability is based on image processing and fine-tuning efficiency. Image processing is done in different ways, and that is where image segmentation comes into the illustration. This process involves grouping each pixel in an image and identifying […] The post Master Segformer: A Quick Guide to Clothes & Human Segmentation appeared first on Analytics Vidhya.

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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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Stepping into personalized experiences for every customer with the Databricks Data Intelligence Platform

databricks

Skechers has been at the forefront of the e-commerce industry, focusing on hyperpersonalized experiences to meet customer expectations better. Following significant growth during.

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5 Common Data Science Mistakes and How to Avoid Them

KDnuggets

Anxiety or impostor syndrome won't fix your data science project. Learn from mistakes to build a strong career foundation.

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Crafting bespoke content experiences for every customer with data intelligence

databricks

As a global media conglomerate housing over 37 distinct brands, Condé Nast faced the challenge of delivering targeted consumer experiences across their brands.

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UK researchers find Alzheimer's-like brain changes in long Covid patients

Hacker News

New research from the University of Kentucky’s Sanders-Brown Center on Aging shows compelling evidence that the cognitive impairments observed in long COVID patients share striking similarities with those seen in Alzheimer’s disease and related dementias.

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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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Highlights from the Databricks Community

databricks

Within the Databricks Community, there is a technical blog where community members share best practices, tutorials and insights on data analytics, data engineering.

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End of the Road: An AnandTech Farewell

Hacker News

It is with great sadness that I find myself penning the hardest news post I’ve ever needed to write here at AnandTech. After over 27 years of covering the wide – and wild – word of computing hardware, today is AnandTech’s final day of publication. For better or worse, we’ve reached the end of a long journey – one that started with a review of an AMD processor , and has ended with the review of an AMD processor.

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Data + AI Use Cases from the World’s Leading Companies

databricks

At Data + AI Summit 2024, some of the world’s largest and industry-leading organizations showcased how they're using Databricks to build data and AI solutions

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120 Years of New York's Subterranean Literary Muse

Hacker News

The subway isn't just buried in the bedrock of New York City — it's embedded within its fiction, too. These archival photographs and literary quotes transport you through 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.

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Data Engineering and GenAI: The Tools Practitioners Need

databricks

As organizations leverage their proprietary data for models, many encounter the hard truth: The best GenAI models in the world will not succeed without good data.

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Astronomers puzzled by little red galaxies that seem impossibly dense

Hacker News

‘Little red dot’ galaxies seen by JWST appear to be much more tightly packed with stars than other galaxies, raising big questions about how they came to be this way

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Data Warehousing Trends from Data + AI Summit

databricks

In the rapidly evolving landscape of data management, data warehousing continues to be a cornerstone for businesses seeking to harness the power of.

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City of Columbus sues expert who exposed extent of cyberattack

Hacker News

The City of Columbus is suing the cybersecurity who revealed what kind of information and how much of it was taken during a cyberattack on the city last month.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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Welcome to the Data + AI World Tour 2024

databricks

We're thrilled to launch our 2024 Data + AI World Tour , a series of free in-person events in cities worldwide. Each stop.

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Japan police: Nearly 4k who died alone at home not found for over a month

Hacker News

Japanese police data for the first half of this year has revealed that the bodies of nearly 4,000 people who died alone at home in the country were not discovered for more than a month after their deaths.

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Images in the Databricks Notebook: My Vivid Summer Internship

databricks

Over the course of my fun and rewarding 12-week internship at Databricks, I focused on improving the UX for interacting with images in the Databricks notebook.

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Is my vision that bad? No, it's just a bug in Apple's Calculator

Hacker News

While programming on my Mac and converting decimal numbers to hex and binary and using Apple’s Calculator for it – because it is built-in and works decent – I thought, I saw some …

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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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How to Win the War Against Bad Master Data

Dataversity

Master data lays the foundation for your supplier and customer relationships. It identifies who you are doing business with, how you will do business with them, and how you will pay them or vice versa – not to mention it can prevent fraud, fines, and errors. However, teams often fail to reap the full benefits […] The post How to Win the War Against Bad Master Data appeared first on DATAVERSITY.

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Experience the Apollo 11 Lunar Landing

Hacker News

Watch, listen, and relive the excitement of the Apollo 11 lunar landing as experienced minute-by-minute by the courageous crew of Apollo 11 and Mission Control.

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Map of job gains and losses

FlowingData

To show the counties with more or fewer jobs when comparing 2023 to 2019, Ben Casselman and Ella Koeze for the New York Times use a county map with up and down arrows. Green and up means a gain, whereas orange and down means a loss. We’ve seen similar maps with arrows, but they’re usually angled or swooped. I guess I always assumed arrows going straight up and down would jumble together, but this seems to work.

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Giant underwater avalanche decimated Atlantic seafloor 60k years ago

Hacker News

Researchers have mapped the path of a giant submarine avalanche that tore through the Agadir Canyon — a deep trench in the Atlantic seafloor off the coast of Morocco — 60,000 years ago.

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Digital Adoption Platform Fundamentals: The Key To Product Innovation And Elevated CX

Speaker: Pulkit Agrawal

As digital transformation advances at a rapid pace, Digital Adoption Platforms (DAPs) have become essential tools for enhancing user experiences and redefining product management strategies. DAPs are no-code solutions that integrate seamlessly with various technologies, and by fostering user adoption, these platforms help organizations maximize the potential of their tech investments.