Sat.Aug 03, 2024 - Fri.Aug 09, 2024

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How AI Is Lending a Helping Hand in the Data Security Industry

insideBIGDATA

In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, highlights how AI is turning into the trusty sidekick that every cybersecurity hero needs. Let’s dive into how AI is shaking things up and helping keep our digital lives safe and sound.

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How to Enroll for 5 Days ISRO AI Free Courses?

Analytics Vidhya

Introduction As someone deeply passionate about the intersection of technology and education, I am thrilled to share that the Indian Space Research Organisation (ISRO) is offering an incredible opportunity for students interested in artificial intelligence (AI) and machine learning (ML). From August 19 to 23, ISRO will conduct a free, comprehensive online course designed to […] The post How to Enroll for 5 Days ISRO AI Free Courses?

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Optimizing Your LLM for Performance and Scalability

KDnuggets

Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.

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Databricks Clean Rooms for privacy-safe collaboration is in Public Preview

databricks

Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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AI’s Role in Harmonizing Energy Supply With Consumer Demand

insideBIGDATA

In this contributed article, freelance writer Ellie Gabel discusses how the power grid is aging and can no longer keep up with consumers’ needs. Without adequate intervention, blackouts will soon become a regular occurrence. Could artificial intelligence be the key to fixing the country’s supply and demand woes?

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Gemma Scope: Google’s Microscope for Peering into AI’s Thought Process

Analytics Vidhya

Introduction In Artificial Intelligence, Understanding the underlying workings of language models has proven to be significant and difficult. Google has made a significant step forward in tackling this issue by releasing Gemma Scope, a comprehensive package of tools to assist researchers in peering inside the “black box” of AI language models.

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Announcing the General Availability of Row and Column Level Security with Databricks Unity Catalog

databricks

Row filters and column masks control data access by filtering rows and masking column values using SQL UDFs in database queries.

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Generative AI vs. predictive AI: What’s the difference?

IBM Journey to AI blog

Many generative AI tools seem to possess the power of prediction. Conversational AI chatbots like ChatGPT can suggest the next verse in a song or poem. Software like DALL-E or Midjourney can create original art or realistic images from natural language descriptions. Code completion tools like GitHub Copilot can recommend the next few lines of code. But generative AI is not predictive AI.

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A new generation of African talent brings cutting-edge AI to scientific challenges

DeepMind

Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s program aspire to apply AI

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The Soul of Maintaining a New Machine

Hacker News

Books in Progress is what we call a “public drafting tool”: Drafts will be made available for comment from the public, allowing for direct collaboration between author and reader.

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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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Build custom generative AI applications powered by Amazon Bedrock

AWS Machine Learning Blog

With last month’s blog, I started a series of posts that highlight the key factors that are driving customers to choose Amazon Bedrock. I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs.

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How two software companies are using IBM watsonx for their enterprise generative AI solutions

IBM Journey to AI blog

In the year since we unveiled IBM’s enterprise generative AI (gen AI) and data platform, we’ve collaborated with numerous software companies to embed IBM watsonx™ into their apps, offerings and solutions. By equipping partners with the latest gen AI technologies, expertise and support, we’re helping them make an impact across industries, including financial services , IT , sales, business intelligence and sports.

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Emotional overlap Venn diagrams

FlowingData

I’m hearing murmurs that the Venn diagram is making a comeback. Six Seconds made a pair-wise matrix to show the emotions that stem from combining the emotions from the Inside Out movie.

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Building a highly-available web service without a database

Hacker News

If you've ever built a web service or a web app, you know the drill: pick a database, pick a web service framework (and in today's day and age, pick a front-end framework, but let's not get into that).

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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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Improve AI assistant response accuracy using Knowledge Bases for Amazon Bedrock and a reranking model

AWS Machine Learning Blog

AI chatbots and virtual assistants have become increasingly popular in recent years thanks the breakthroughs of large language models (LLMs). Trained on a large volume of datasets, these models incorporate memory components in their architectural design, allowing them to understand and comprehend textual context. Most common use cases for chatbot assistants focus on a few key areas, including enhancing customer experiences, boosting employee productivity and creativity, or optimizing business pr

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Uncovering K-means Clustering for Spatial Analysis

Towards AI

Last Updated on August 6, 2024 by Editorial Team Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 “Def- Underrated-adjective rated or valued too low”- Merriam Webster. Underrated, unappreciated or underhyped are terms that get thrown around to suggest something that does not get the recognition it deserves.

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Inteligencia artificial y analítica para potenciar su organización

SAS Software

La Inteligencia Artificial (IA) y la analítica se han convertido en herramientas esenciales para las organizaciones que buscan mantenerse competitivas y relevantes en el mercado. La capacidad de analizar grandes volúmenes de datos y obtener información valiosa en tiempo real es ahora más importante que nunca. Acompáñenos en este blog [.] The post Inteligencia artificial y analítica para potenciar su organización appeared first on SAS Blogs.

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Rivian reduced electrical wiring by 1.6 miles and 44 pounds

Hacker News

Unveiled just a couple of months ago, Rivian’s second-generation R1T pickup and R1S SUV will maintain their distinctive look, with playful headlamps and a sleek exterior shape. Underneath the surface is where the magic is taking place, specifically a wholly new electrical architecture the brand says is less costly and easier to service.

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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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How Deltek uses Amazon Bedrock for question and answering on government solicitation documents

AWS Machine Learning Blog

This post is co-written by Kevin Plexico and Shakun Vohra from Deltek. Question and answering (Q&A) using documents is a commonly used application in various use cases like customer support chatbots, legal research assistants, and healthcare advisors. Retrieval Augmented Generation (RAG) has emerged as a leading method for using the power of large language models (LLMs) to interact with documents in natural language.

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5 Top Large Language Models & Generative AI Books

Towards AI

Author(s): Youssef Hosni Originally published on Towards AI. Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these transformative technologies. NLP with Transformers introduces readers to transformer architecture for natural language processing, offering practical guidance on using Hugging Face for tasks like text classificatio

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IBM Prepares For A Quantum-Safe Future Using Crypto-Agility

MoorInsights for Forbes

IBM's Quantum Safe platform aims to protect organizations from future quantum threats to classical cryptography.

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USPS Text Scammers Duped His Wife, So He Hacked Their Operation

Hacker News

The Smishing Triad network sends up to 100,000 scam texts per day globally. One of those messages went to Grant Smith, who infiltrated their systems and exposed them to US authorities.

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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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Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation

AWS Machine Learning Blog

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). RAG models first retrieve relevant information from a large corpus of text and then use a FM to synthesize an answer based on the retrieved information. An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system.

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From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams

Towards AI

Last Updated on August 8, 2024 by Editorial Team Author(s): Gift Ojeabulu Originally published on Towards AI. From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams Photo by Parabol | The Agile Meeting Toolbox on Unsplash In this article, we will explore the essential VS Code extensions that enhance productivity and collaboration for data scientists and machine learning (ML) engineers.

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Watch How a Hacker’s Infrared Laser Can Spy on Your Laptop’s Keystrokes

Hacker News

Hacker Samy Kamkar is debuting his own open source version of a laser microphone—a spy tool that can invisibly pick up the sounds inside your home through a window, and even the text you’re typing.

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What I Saw in the Darién Gap

Hacker News

The Darién Gap was once considered impassable. Now hundreds of thousands of migrants are risking treacherous terrain, violence, hunger, and disease to travel through the jungle to the United States.

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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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Over 90% of US Population Growth Since 2020 Came from Hispanics

Hacker News

The Hispanic population in the US grew by 3.2 million from the beginning of the pandemic to mid-2023, making up 91% of the country’s overall gain, according to an analysis of Census Bureau data.

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CVE-2023-2163: How we found and fixed an eBPF Linux Kernel Vulnerability

Hacker News

This blog post takes a look at the years where eBPF was one of the kernel subsystems that grabbed the attention of a lot of security researchers. We will tell the story of how we discovered CVE-2023-2163, what our root-cause analysis process looked like, and what we did to ultimately fix the issue.

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Is it time to version observability?

Hacker News

Augh! I am so behind on so much writing, I’m even behind on writing s**t that I need to reference in order to write other pieces of writing. Like this one. So we’re just gonna do this quick and dirty on the personal blog, and not bother bringing it up to the editorial standards of.

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The Private Life: On James Baldwin

Hacker News

“From the beginning, he displayed his own vulnerability, his own softness, sometimes as a weapon but mostly as a way of transforming an argument so that it was not a contest to be won but rather a question to be reframed.

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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.