Wed.Nov 08, 2023

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Monitoring Data Quality for Your Big Data Pipelines Made Easy

Analytics Vidhya

Introduction Imagine yourself in command of a sizable cargo ship sailing through hazardous waters. It is your responsibility to deliver precious cargo to its destination safely. Determine success by the precision of your charts, the equipment’s dependability, and your crew’s expertise. A single mistake, glitch, or slip-up could endanger the trip. In the data-driven world […] The post Monitoring Data Quality for Your Big Data Pipelines Made Easy appeared first on Analytics Vidhya.

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Qualys Expands IT Control Posture To ‘De-Risk’ Business

Adrian Bridgwater for Forbes

Enterprise software systems & stacks are endemically typified by their diversity, which is great for functionality, but creates wider business risk responsibility.

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KOSMOS-2: A Multimodal Large Language Model by Microsoft

Analytics Vidhya

Introduction 2023 has been an AI year, from language models to stable diffusion models. One of the new players that has taken center stage is the KOSMOS-2, developed by Microsoft. It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

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Learn How to Design & Deploy Responsible AI Systems

KDnuggets

Learn how to design & deploy responsible AI systems with this white paper from Teradata.

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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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Amazon vs. Alibaba: The Battle of Conversational AI Giants

Analytics Vidhya

In the ever-evolving world of technology, two global giants are set to go head-to-head in the realm of conversational AI. Amazon, the e-commerce behemoth, and Alibaba, the Chinese tech titan, are gearing up to reshape the landscape of AI-powered interactions. In this blog, we’ll delve into the key points surrounding these developments and the implications […] The post Amazon vs.

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Supply Chain Disruption and ESG Risk Management Powered by Bloomberg Data in the Databricks Lakehouse Platform

databricks

This blog is the first of a series of blog posts highlighting industry-leading data providers we collaborate with and Marketplace data providers. Special.

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KDnuggets News, November 8: 5 Simple Steps to Master Python, SQL, Scikit-learn, PyTorch & Google Cloud • SQL for Data Visualization

KDnuggets

This week on KDnuggets: Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform. • Unlock the Power of SQL in Data Visualization: Master the Art of Preparing Data for Impactful Charts and Graphs. • And much, much more!

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Billionaire Binny Bansal’s Bold Move into AI Services: A Game Changer

Analytics Vidhya

The world of technology and e-commerce is no stranger to the name Binny Bansal. As a co-founder of the online retail giant Flipkart, he made a significant impact on the Indian e-commerce landscape. However, his latest venture has taken a different turn, as he dives into the realm of Artificial Intelligence (AI) with a new […] The post Billionaire Binny Bansal’s Bold Move into AI Services: A Game Changer appeared first on Analytics Vidhya.

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The New Ethical Implications of Generative Artificial Intelligence

KDnuggets

Generative AI's rapid progress necessitates urgent ethical safeguards against data, scale, accountability, copyright, and misinformation risks.

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Built-In Governance for Your Databricks Workspace

databricks

Databricks Unity Catalog simplifies data and AI governance by providing a unified solution for organizations to securely discover, access, monitor, and collaborate on.

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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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TOP 10 insideBIGDATA Articles for October 2023

insideBIGDATA

In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.

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Density Kernel Depth for Outlier Detection in Functional Data

KDnuggets

The Density Kernel Depth (DKD) method provides a nuanced approach to detect outliers in functional data, offering clarity in complex datasets and ensuring data quality. Its application becomes crucial as we navigate increasingly intricate data landscapes.

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Cybersecurity Lakehouses Part 2: Handling Ingestion Delays

databricks

In this four-part blog series “Lessons learned building Cybersecurity Lakehouses,” we are discussing a number of challenges organizations face with data engineering when bui.

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A Scientist Says the Singularity Will Happen by 2031

Flipboard

Maybe even sooner. Are you ready? There’s at least one expert who believes that “ the singularity”—the moment when artificial intelligence surpasses the control of humans—could be just a few years away.

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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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The LLM Revolution: Transforming Language Models

Analytics Vidhya

Introduction The world of language models has undergone a dramatic evolution in the past few years, particularly with the emergence of Large Language Models (LLMs). These models, equipped with billions of parameters and a profound understanding of natural language, have been instrumental in transforming the field of artificial intelligence. Today, we’ll explore this revolution, emphasizing […] The post The LLM Revolution: Transforming Language Models appeared first on Analytics Vidhya.

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Killer Combo: ChatGPT Merged With Dall-E, Vision, Web Browsing and Code Interpreter

Flipboard

Here's what you can do now with multimodal capabilities, where it's not just about what you say, but what you show.

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Early computer art by Barbara Nessim (1984)

Hacker News

Whilst searching for something else entirely I stumbled across these images and was struck by just how beautiful they are. The artwork is by Barbara Nessim a.

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7 fascinating use cases of AI in finance

Flipboard

AI, large language models and machine learning have disrupted the financial industry for over a decade. What began small with simple routines has now expanded possible applications to more complex and precise use cases.

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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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Accelerate AI-Driven Innovation in Insurance with Databricks and MongoDB

databricks

Insurance companies have seen a tremendous shift in modernization. Traditionally known for the use of legacy systems, leading carriers are modernizing their infrastructure.

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ChatGPT is still down, OpenAI fears DDoS attack

Flipboard

The company says ChatGPT is facing periodic outages but it's trying to fix the problem. ChatGPT has been experiencing outages for the past 24 hours. A major outage brought the AI chatbot down for 90 minutes yesterday, but people are still having trouble accessing the platform.

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Your data, your model: How custom LLMs can turbocharge operations while protecting valuable IP

databricks

Large language models (LLMs) have set the corporate world ablaze, and everyone wants to take advantage. In fact, 47% of enterprises expect to.

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Hollywood actors’ strike ends with deal to ‘protect members from the threat of AI’

Flipboard

After 118 days, the longest strike by actors in the history of Hollywood has ended with a new deal valued at $1 billion that includes new protections against AI, according to the Screen Actors Guild – American Federation of Television and Radio Artists (SAG-AFTRA), the union representing more than …

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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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FDA FSMA: Providing value beyond compliance

IBM Journey to AI blog

The supply chain plays a pivotal role in delivering goods and services to both businesses and consumers, serving as the connective thread between industries, nations, communities and all components of the value chain. Our dependence on supply chains is most pronounced in ensuring food supply. However, over the decades, the supply chain has grown longer and increasingly intricate, which means consumers may find themselves more distant from the origin of the products they consume.

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15 of the best online Georgia Tech courses you can take for free

Flipboard

Learn all about Python, Java, machine learning, and much more without spending anything. TL;DR: A wide range of free online courses from Georgia Tech are available to take for free on edX.

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Regression, Personalisation, and the Kaggle Syndrome

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Kelvin Lu Originally published on Towards AI. Photo by Artem Beliaikin on Unsplash Recently, I worked on a prediction case study using the Kaggle Black Friday Prediction dataset, which was created six years ago and has been downloaded over 32,000 times. While there are over 100 publicly available notebooks on Kaggle for this dataset, and even more available elsewhere, I found that most of these solutions were poorly implemented.

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Samsung Introduces Revolutionary Generative AI Model: Samsung Gauss

Flipboard

*South Korean tech giant Samsung has made a significant stride in the world of artificial intelligence (AI) with the unveiling of its own Generative …

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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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Avoiding Data Overfitting In Machine Learning Models

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Don Kaluarachchi Originally published on Towards AI. Embrace robust model generalization insteadImage by Don Kaluarachchi (author) In the world of machine learning, overfitting is a common issue causing models to struggle with new data. Let us look at some practical tips to avoid this problem.

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10 Most Vital AI Trends We Need to be Ready for in 2024

Flipboard

The realm of Artificial Intelligence (AI) is undergoing transformative shifts that will redefine how we perceive and utilize technology. In the ever-evolving landscape of technology, staying ahead of the curve is not just an advantage; it's a necessity.

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Top Important LLM Papers for the Week from 30/10 to 5/11

Towards AI

Last Updated on November 9, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, it’s important for researchers and engineers to stay informed on the latest progress.

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Fonts for rendering lines and bars from data

FlowingData

Google Fonts now provides two open source fonts by Dmitry Ivanov that let you make simplified, small to medium line and bar charts based on data: Linefont and Wavefont. These might come in handy when you want to embed small charts in body text.

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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.