Sat.May 25, 2024 - Fri.May 31, 2024

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How to Move Generative AI Applications to Production?

Analytics Vidhya

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

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Introducing Salesforce BYOM for Databricks

databricks

Salesforce and Databricks are excited to announce an expanded strategic partnership that delivers a powerful new integration - Salesforce Bring Your Own Model.

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5 Free MIT Courses to Learn Math for Data Science

KDnuggets

Learning math is super important for data science. Check out these free courses from MIT to learn linear algebra, statistics, and more.

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The Role Of High-Resolution Data In Software Development

Adrian Bridgwater for Forbes

Higher resolution data has a rich set of values related to images, movement, sound and unstructured elements that we now seek to bring structure to.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Here’s How You Can Fine-tune Llama 2 with Unsloth  

Analytics Vidhya

Introduction Training and fine-tuning language models can be complex, especially when aiming for efficiency and effectiveness. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning. This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology.

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Is web3 data storage ushering in a new era of privacy?

Dataconomy

For many years, the personal data of billions of people has been stored on centralized servers owned by big tech giants like Google, Amazon, and Facebook. While these international corporations have built monolithic empires through the collection of vast troves of monetizable data – often without transparency or consent – frequent breaches have repeatedly highlighted their vulnerability.

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Cloud Visibility: Still Hazy, But Clearing With Some Brightness

Adrian Bridgwater for Forbes

Computinng cloud’s should be clearer more clinically defined computing entities, so what’s going on?

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10 Innovative Uses of Meta AI for Everyday Tasks

Analytics Vidhya

Introduction Meta AI provides a wide array of functions designed to enhance communication, efficiency, and creativity across various fields. These functions range from answering queries and generating text to translating languages and creating images. This article highlights 10 uses of Meta AI, showcasing its potential to transform the way we use AI chatbots for everyday […] The post 10 Innovative Uses of Meta AI for Everyday Tasks appeared first on Analytics Vidhya.

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Living computers? Brain organoids power bioprocessor breakthrough

Dataconomy

A Swiss startup, FinalSpark, has introduced what it claims to be the world’s first bioprocessor , integrated into an innovative online platform that offers remote access to 16 human brain organoids. This cutting-edge neuroplatform is heralded as a breakthrough, providing direct interaction with biological neurons in vitro. The world’s first bioprocessor Key highlights: Energy efficiency : FinalSpark emphasizes that its bioprocessor consumes dramatically less power than conventional process

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5 Free Python Courses for Data Science Beginners

KDnuggets

Are you a data science beginner looking to learn Python? Start learning today with these 5 free courses.

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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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Effective Prompting with A Handful of Fundamentals

Eugene Yan

Description of post here (150 chars)

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Python String Matching With Pregex

Analytics Vidhya

Introduction String matching in Python can be challenging, but Pregex makes it easy with its simple and efficient pattern-matching capabilities. In this article, we will explore how Pregex can help you find patterns in text effortlessly. We will cover the benefits of using Pregex, a step-by-step guide to getting started, practical examples, tips for efficient […] The post Python String Matching With Pregex appeared first on Analytics Vidhya.

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How Researchers Cracked an 11-Year-Old Password to a $3 Million Crypto Wallet

Hacker News

Thanks to a flaw in a decade-old version of the RoboForm password manager and a bit of luck, researchers were able to unearth the password to a crypto wallet containing a fortune.

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Google Have Just Dropped a New Course: AI Essentials

KDnuggets

A course that helps career switchers and advancers harness the power of AI to transform the way they work.

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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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Dynamic video content moderation and policy evaluation using AWS generative AI services

AWS Machine Learning Blog

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and eval

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Responsible AI can revolutionize tax agencies to improve citizen services

IBM Journey to AI blog

The new era of generative AI has spurred the exploration of AI use cases to enhance productivity, improve customer service, increase efficiency and scale IT modernization. Recent research commissioned by IBM® indicates that as many as 42% of surveyed enterprise-scale businesses have actively deployed AI, while an additional 40% are actively exploring the use of AI technology.

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25 Years of Krita

Hacker News

Twenty-five years. A quarter century. That's how long we've been working on Krita. Well, what would become Krita. It started out as KImageShop, but that name was nuked by a now long-dead German lawyer.

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5 Python Best Practices for Data Science

KDnuggets

Level up your Python skills for data science with these by following these best practices.

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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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Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

AWS Machine Learning Blog

The General Data Protection Regulation (GDPR) right to be forgotten, also known as the right to erasure, gives individuals the right to request the deletion of their personally identifiable information (PII) data held by organizations. This means that individuals can ask companies to erase their personal data from their systems and from the systems of any third parties with whom the data was shared.

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When feelings of nostalgia peak

FlowingData

YouGov surveyed 2,000 adults asking them when was the best and worst decades for things like movies, fashion, and the economy. For the Washington Post’s Department of Data, Andrew Van Dam noted that there wasn’t so much a strong lean towards a certain decade as there was a tendency towards people’s age. I think people just want to go back to a time when there was less to worry about and more freedom, which was late childhood and early teens for most.

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Intel's Anti-Upgrade Tricks Defeated with Kapton Tape

Hacker News

If you own an Intel motherboard with a Z170 or Z270 chipset, you might believe that it only supports CPUs up to Intel's 7th generation, known as Kaby Lake. Even the CPU socket's pinout is different in.

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Exploring Google’s Latest AI Tools: A Beginner’s Guide

KDnuggets

Check out this beginner's guide to take advantage of Google’s AI tools.

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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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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

AWS Machine Learning Blog

This is a guest post co-written with CBRE. CBRE is the world’s largest commercial real estate services and investment firm, with 130,000 professionals serving clients in more than 100 countries. Services range from financing and investment to property management. CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings.

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Analysis of text messages with an ex-boyfriend

FlowingData

Teresa Ibarra used Facebook Messenger to text with her now ex-boyfriend almost a decade ago. She exported the messages and analyzed keywords and topics used over the one-year relationship. I can’t say I recommend it — it was surreal and uncomfortable to read through messages from a decade ago. Programmatic analysis can reveal things about yourself, your partner, and your relationship that you may not want to know or accept.

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'Smart' antibiotic can kill deadly bacteria while sparing the microbiome

Hacker News

Compound called lolamicin targets a group of harmful microbes but does not disturb those that live peacefully in the gut. Compound called lolamicin targets a group of harmful microbes but does not disturb those that live peacefully in the gut.

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Qualcomm’s Boom Highlights AI Shift To The Edge

R. Scott Raynovich

In just six months, Qualcomm shares have gone from a 52-week low to an all-time high on the market’s realization that it has the components and technology to play in t.

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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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Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot

AWS Machine Learning Blog

This post is co-written with Murthy Palla and Madesh Subbanna from Vitech. Vitech is a global provider of cloud-centered benefit and investment administration software. Vitech helps group insurance, pension fund administration, and investment clients expand their offerings and capabilities, streamline their operations, and gain analytical insights. To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedure

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Data Science Interview Question: Creating ROC & Precision-Recall Curves From Scratch

Towards AI

Last Updated on June 3, 2024 by Editorial Team Author(s): Varun Nakra Originally published on Towards AI. This is one of the popular data science interview questions which requires one to create the ROC and similar curves from scratch, i.e., no data on hand. For the purposes of this story, I will assume that readers are aware of the meaning and the calculations behind these metrics and what they represent and how are they interpreted.

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Mystery malware destroys 600k routers from a single ISP during 72-hour span

Hacker News

Executive Summary Lumen Technologies’ Black Lotus Labs identified a destructive event, as over 600,000 small office/home office (SOHO) routers were taken offline belonging to a single internet service provider (ISP). The incident took place over a 72-hour period between October 25-27, rendered the infected devices permanently inoperable, and required a hardware-based replacement.

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Future-Proofing Your App: Strategies for Building Long-Lasting Apps

Iguazio

The generative AI industry is changing fast. New models and technologies (Hello GPT-4o) are emerging regularly, each more advanced than the last. This rapid development cycle means that what was cutting-edge a year ago might now be considered outdated. The rate of change demands a culture of continuous learning and technological adaptation. To ensure AI applications remain relevant, effective, secure and capable of delivering value, teams need to keep up with the latest research, technological d

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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.