Mon.Jun 03, 2024

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Heard on the Street – 6/3/2024

insideBIGDATA

Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.

Big Data 434
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Databricks + Tabular

databricks

We are excited to announce that we have agreed to acquire Tabular, Inc, a data management company founded by Ryan Blue, Daniel Weeks.

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professionals

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What is CONTAINS in SQL?

Analytics Vidhya

Introduction In SQL and database management, efficiently querying and retrieving data is paramount. Among the various tools and functions available, the CONTAINS function stands out for its capability to perform full-text searches within text columns. Unlike basic string functions, CONTAINS enables complex queries and patterns, making it a powerful asset for developers and database administrators. […] The post What is CONTAINS in SQL?

SQL 290
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5 Free Machine Learning Courses from Top Universities

Machine Learning Mastery

If you’re reading this article, I assume you already know what machine learning is. But just for a quick refresher, it’s simply making computers smart enough to do jobs that humans used to do, for example, taking attendance using facial recognition. Anyway, moving on to our main discussion, I know there are a lot of […] The post 5 Free Machine Learning Courses from Top Universities appeared first on MachineLearningMastery.com.

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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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How To Create Custom Context Managers in Python

KDnuggets

Context managers in Python help you manage resources efficiently. Learn how to write your own custom context managers.

Python 285
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A Guide to Evaluate RAG Pipelines with LlamaIndex and TRULens

Analytics Vidhya

Introduction Building and optimizing Retrieval-Augmented Generation (RAG) pipelines has been a rewarding experience. Combining retrieval mechanisms with language models to create contextually aware responses is fascinating. Over the past few months, I’ve fine-tuned my RAG pipeline and learned that effective evaluation and continuous improvement are crucial.

Analytics 275

More Trending

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What is an Algorithm?

Analytics Vidhya

Introduction This article will provide you with a thorough understanding of algorithms, which are necessary steps in problem solving and processing. We’ll explore the principles of algorithms, the different kinds of them, and the wide range of uses they have in disciplines like machine learning, data science, and daily life. Algorithms are integral to automating […] The post What is an Algorithm?

Algorithm 268
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Prompt Engineer: Skills, Learning Roadmap, and Salary

KDnuggets

Learn about the growing demand for prompt engineers in the year 2024.

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Memory Profiling in Python

Analytics Vidhya

Introduction Creating high-performing and efficient apps requires optimizing memory utilization in the present software development environment. Memory profiling is an efficient technique for accomplishing this. Memory profiling examines a program’s memory usage and finds memory-intensive code segments, possible memory leaks, and optimization possibilities.

Python 264
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Data + AI Strategy: Platform Focus

databricks

The secret to good AI is great data. As AI adoption soars, the data platform is the most important component of any enterprise's.

AI 227
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Apache Airflow®: The Ultimate Guide to 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 Trim Strings in Python?

Analytics Vidhya

Introduction The fundamentals of trimming strings in Python with the three potent functions.strip(),lstrip(), and.rstrip() are covered in this article. With these techniques, you can quickly and effectively eliminate specified characters and whitespace from the start and finish of strings. Whether you’re cleaning up your strings by deleting unnecessary spaces or removing characters […] The post How to Trim Strings in Python?

Python 258
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Delta Lake Universal Format (UniForm) for Iceberg compatibility, now in GA

databricks

Delta Lake UniForm, now in GA, enables customers to benefit from Delta Lake’s industry-leading price-performance when connecting to tools in the Iceberg ecosystem.

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Data Integration: Strategies for Efficient ETL Processes

Analytics Vidhya

Introduction In today’s data-driven landscape, businesses must integrate data from various sources to derive actionable insights and make informed decisions. This crucial process, called Extract, Transform, Load (ETL), involves extracting data from multiple origins, transforming it into a consistent format, and loading it into a target system for analysis.

ETL 249
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How to Use AI Image Generation Tools – Prompting Techniques and Use Cases

Data Science Dojo

When it comes to generating images through prompting techniques, the tech industry has seen significant advancements, especially in the fields of artificial intelligence and machine learning. One of the most popular methods for image generation is Generative Adversarial Networks (GANs). GANs consist of two neural networks, the generator and the discriminator, which work together to produce high-quality, realistic images.

AI 195
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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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What is Shell?

Analytics Vidhya

Introduction The shell serves as an essential user-operating system interface in the wide world of computers. The shell gives users exceptional efficiency and control over executing commands, running scripts, and managing system activities via a graphical user interface (GUI) or a command-line interface (CLI). This essay explores the many facets of shells, particularly emphasizing the […] The post What is Shell?

Analytics 247
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Hacking millions of modems and investigating who hacked my modem

Hacker News

Two years ago, something very strange happened to me while working from my home network. I was exploiting a blind XXE vulnerability that required an external HTTP server to smuggle out files, so I spun up an AWS box and ran a simple Python webserver to receive the traffic from the vulnerable server.

AWS 182
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Transforming Customer Engagement with Generative AI

Analytics Vidhya

It was Bill Gates who said, “Every day we’re saying, ‘How can we keep this customer happy? How can we get ahead in innovation by doing this?… because if we don’t, somebody else will.” Truer words have never been spoken. But providing excellent customer service consistently is easier said than done. The realities are often […] The post Transforming Customer Engagement with Generative AI appeared first on Analytics Vidhya.

AI 240
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Scientists should use AI as a tool, not an oracle

Hacker News

How AI hype leads to flawed research that fuels more hype

AI 182
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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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Checkout the Speaker Lineup at DataHack Summit 2024

Analytics Vidhya

Introduction As we prepare for another revolutionary edition of the DataHack Summit (DHS) 2024, we want to highlight the remarkable individuals who will guide us through a variety of transforming sessions. This year’s summit features an impressive lineup of industry leaders. Their thoughts and expertise are prepared to push the boundaries of artificial intelligence.

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ModRetro

Hacker News

Relive your childhood with the Chromatic, the world’s first pixel-accurate GameBoy® cartridge compatible handheld. Bundled with Tetris® for Chromatic.

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Entity Disambiguation via Fusion Entity Decoding

Machine Learning Research at Apple

Entity disambiguation (ED), which links the mentions of ambiguous entities to their referent entities in a knowledge base, serves as a core component in entity linking (EL). Existing generative approaches demonstrate improved accuracy compared to classification approaches under the standardized ZELDA benchmark. Nevertheless, generative approaches suffer from the need for large-scale pre-training and inefficient generation.

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Psychedelics are challenging the standard of randomized controlled trials

Hacker News

How do you study mind-altering drugs when every clinical-trial participant knows they’re tripping?

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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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AGRaME: Any Granularity Ranking with Multi-Vector Embeddings

Machine Learning Research at Apple

Ranking is a fundamental and popular problem in search. However, existing ranking algorithms usually restrict the granularity of ranking to full passages or require a specific dense index for each desired level of granularity. Such lack of flexibility in granularity negatively affects many applications that can benefit from more granular ranking, such as sentence-level ranking for open-domain question-answering, or proposition-level ranking for attribution.

Algorithm 130
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The Most Disturbing Places We've Found Microplastics So Far

Hacker News

From human testicles to clouds, microplastics have infiltrated seemingly everything.

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DBRX at Data + AI Summit: Best Practices, Use Cases, and Behind-the-scenes

databricks

Businesses are making remarkable progress on their data and AI journeys. They’re advancing from a few pilot projects confined to use cases likely.

AI 130
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Crooks threaten to leak 3B personal records 'stolen from background check firm'

Hacker News

Turns out opting out actually works?

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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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It’s official, HuggingFace was hacked

Dataconomy

AI platform Hugging Face has revealed that its Spaces platform was hacked, allowing cybercriminals to access members’ authentication secrets. Hugging Face Spaces is a repository where users can create and share AI apps for others to demo. What’s behind the Hugging Face hack? “Earlier this week our team detected unauthorized access to our Spaces platform, specifically related to Spaces secrets,” warned Hugging Face in a blog post. “As a consequence, we have suspicion

AI 113
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Python's many command-line utilities

Hacker News

Every command-line tool included with Python. These can be run with python -m module_name.

Python 181
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Prioritizing employee well-being: An innovative approach with generative AI and Amazon SageMaker Canvas

AWS Machine Learning Blog

In today’s fast-paced corporate landscape, employee mental health has become a crucial aspect that organizations can no longer overlook. Many companies recognize that their greatest asset lies in their dedicated workforce, and each employee plays a vital role in collective success. As such, promoting employee well-being by creating a safe, inclusive, and supportive environment is of utmost importance.

AWS 112
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Don't be terrified of Pale Fire

Hacker News

Comments

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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.