Wed.Nov 13, 2024

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The Role of Data Engineering in AI and Machine Learning Projects

Dataversity

Artificial intelligence and machine learning are revolutionizing nearly every industry, from healthcare and finance to manufacturing and entertainment. Intelligent assistants, self-driving cars, facial recognition systems, and many other contributions are on the list. However, behind the glitz and glamor of these advancements, there is an underappreciated field: data engineering.

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AI Hallucinations Are Inevitable—Here’s How We Can Reduce Them

insideBIGDATA

In this contributed article, Ulrik Stig Hansen, President and Co-Founder of Encord, discusses the reality – AI hallucinations aren’t bugs in the system—they’re features of it. No matter how well we build these models, they will hallucinate. Instead of chasing the impossible dream of eliminating hallucinations, our focus should be on rethinking model development to reduce their frequency and implementing additional steps to mitigate the risks they pose.

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professionals

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An Introduction to Graph RAG

KDnuggets

Keys to leverage hidden knowledge relationships in graphs to improve the performance of RAG-based LLMs

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Wealth Management Firms Expected to More Than Double AI Budgets

insideBIGDATA

Wipro Limited, a leading technology services and consulting company, unveiled insights from its report, "AI in Wealth Management: Navigating an Evolving Data-Driven Landscape." The report, based on a survey conducted among 100 executives in the U.S., examines how artificial intelligence (AI) is changing the wealth management landscape and emphasizes the importance of strategic investments in technology infrastructure.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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 Own YT and Web Summarizer with LangChain

Analytics Vidhya

In the age of information overload, it’s easy to get lost in the large amount of content available online. YouTube offers billions of videos, and the internet is filled with articles, blogs, and academic papers. With such a large volume of data, it’s often difficult to extract useful insights without spending hours reading and watching. […] The post Build Your Own YT and Web Summarizer with LangChain appeared first on Analytics Vidhya.

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Scaling MATLAB and Simulink models with Databricks and Mathworks

databricks

Whether you’re coming from healthcare, aerospace, manufacturing, government or any other industries the term big data is no foreign concept; however how that.

Big Data 168

More Trending

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DeepL launches DeepL Voice, real-time, text-based translations from voices and videos

Flipboard

DeepL has made a name for itself with online text translation it claims is more nuanced and precise than services from the likes of Google — a pitch that has catapulted the German startup to a valuation of $2 billion and more than 100,000 paying customers.

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Farewell and thank you for the continued partnership, Francois Chollet

Hacker News

Today, we're announcing that Francois Chollet, the creator of Keras and a leading figure in the AI world, is embarking on a new chapter in his career outside of Google.

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OpenAI reportedly plans to launch an AI agent early next year

Flipboard

The tool will apparently be available first as a research preview and developer tool in January. OpenAI is preparing to release an autonomous AI agent that can control computers and perform tasks independently, code-named “Operator.

AI 181
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What is Agentic AI Multi-Agent Pattern?

Analytics Vidhya

Finally, we have reached the fifth article of the series “Agentic AI Design Patterns.” Today, we will discuss the 4th pattern: the Agentic AI Multi-Agent Pattern. Before digging into it, let’s refresh our knowledge of the first three patterns – The Reflection Pattern, Tool Use Pattern, and Planning Pattern. These design patterns represent essential frameworks […] The post What is Agentic AI Multi-Agent Pattern?

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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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This generative AI startup is strapping cameras to people’s backs

Flipboard

A startup is training an AI system that it claims will enable creators to generate cinematic worlds, with complete control over the scenery, characters, lighting, and motion. How? By having humans strap cameras to their backs and hike around the world.

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Getting Addicted to Coding

KDnuggets

Check out this guide to coding for unmotivated students.

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The Impact of Jungle Music in 90s Video Game Development

Hacker News

Jungle music was found in countless games from the early 90s. This article goes over what jungle is, where it comes from, and why it was the perfect match for PlayStation & Nintendo 64 games.

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Bay Area tech company Chegg lays off hundreds more, CEO blames Google and AI

Flipboard

Chegg, the online education company based in Santa Clara, is laying off 319 workers. It’s the second major cut at Chegg in six months as the homework-help company struggles against modern artificial intelligence chatbots.

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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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The First Virtual Meeting Was in 1916

Hacker News

At 8:30 p.m. on 16 May 1916, John J. Carty banged his gavel at the Engineering Societies Building in New York City to call to order a meeting of the American Institute of Electrical Engineers. This was no ordinary gathering. The AIEE had decided to conduct a live national meeting connecting more than 5,000 attendees in eight cities across four time zones.

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OpenAI Says US Allies Should Partner on AI to Compete With China

Flipboard

OpenAI is calling for the US and its allies to work together to support the infrastructure needed to develop artificial intelligence systems and compete with China.

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New York City Council Votes to End Broker Fees Squeezing Renters

Hacker News

New York renters would no longer be on the hook for costly broker fees when signing a new apartment lease, under a measure passed by the city council Wednesday.

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You can now run the most powerful open source AI models locally on Mac M4 computers, thanks to Exo Labs

Flipboard

When it comes to generative AI, Apple’s efforts have seemed largely concentrated on mobile — namely Apple Intelligence running on iOS 18, the latest operating system for the iPhone.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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DeepComputing: Early Access Program for RISC-V Mainboard for Framework Laptop 13

Hacker News

DeepComputing is excited to announce the launch of an exclusive early access program for the DC-ROMA RISC-V Mainboard, specifically designed for industry and business customers. This limited-edition initiative gives early adopters hands-on experience with premium, modular RISC-V development hardware, while their insights help shape future product advancements.

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RIP to RPA: The Rise of Intelligent Automation | Andreessen Horowitz

Flipboard

As AI turns labor into software, the opportunity to productize external professional services (e.g., in legal or accounting) has become a hot topic.

AI 180
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Grab built its own map in Southeast Asia, and is now going after Google

Hacker News

Grab’s 5 million drivers helped build a hyperlocal map system to compete with Google Maps because its maps were inadequate for drivers’ needs.

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Tech giants are investing in 'sovereign AI' to help Europe cut its dependence on the U.S.

Flipboard

LISBON, Portugal — Tech giants are increasingly investing in the development of so-called "sovereign" artificial intelligence models as they seek to …

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Porygon Was Innocent: An epileptic perspective on the infamous Pokémon episode

Hacker News

As an Epileptic, I’ve been very outspoken about my opinions on the increased use of strobe lighting effects in American cartoons. Yet people have accused me of being a hypocrite: why do I continue to love Pokémon? My response often surprises people. That, in my personal opinion, morally speaking, the animators were not responsible for what happened.

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The AI lab waging a guerrilla war over exploitative AI

Flipboard

The tools Glaze and Nightshade are giving artists hope that they can fight back against AI that hoovers internet data to train. Are they enough?

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WebVM 2.0: A complete Linux Desktop Environment in the browser via WebAssembly

Hacker News

WebVM is a full Linux environment running in the browser, client-side. It is a complete virtual machine, with support for persistent data storage, networking and, as of today’s release, Xorg and complete desktop environments. This article will explain the WebVM architecture, how the main components work, and what you can build with this technology.

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Asking ChatGPT vs Googling: Can AI chatbots boost human creativity?

Flipboard

As more people turn to ChatGPT instead of Google, research shows AI can be a better tool for creative problem-solving – though it still has its limits.

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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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GOG's Preservation Program Is the DRM-Free Store Refocusing on the Classics

Hacker News

A firm literally named for “Good Old Games” is returning to that idea, spending its own resources to keep classic games running well on modern systems.

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Fitbit redesigns Weight stats page, preps LLM ‘Sleep Lab’ and logging

Flipboard

The modernization of the Fitbit app continues with a redesign of the Weight stats page and logging experience, while Google is working on a new “Sleep Lab.” Fitbit has redesigned the Weight page to be inline with the vast majority of other stats as of version 4.

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Qwen2.5-Coder-32B is an LLM that can code well that runs on my Mac

Hacker News

There’s a whole lot of buzz around the new Qwen2.5-Coder Series of open source (Apache 2.0 licensed) LLM releases from Alibaba’s Qwen research team.

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7 Ways to Improve Your Data Cleaning Skills with Python

Flipboard

Improve your Python data cleaning by fixing invalid entries, converting types, encoding variables, handling outliers, selecting features, scaling, and filling missing values.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.