Mon.Sep 09, 2024

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Neo4j Transforms Its Cloud Database Portfolio to Accelerate Graph Adoption & GenAI for the Enterprise

insideBIGDATA

Graph database and analytics leader Neo4jⓇ announced a major transformation of its Aura cloud database management system (DBMS) portfolio – making it dramatically easier for enterprises to try, build, and accelerate graph in production for any workload or use case.

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5 Hidden Gem Python Libraries for Data Science

KDnuggets

Exploring the not-so-famous data science libraries that can be useful in your data workflow.

professionals

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Tips for Using Machine Learning in Fraud Detection

Machine Learning Mastery

The battle against fraud has become more intense than it ever has been. As transactions become increasingly digital and complex, fraudsters are constantly devising new ways to exploit vulnerabilities in financial systems. And this is where the power of machine learning comes into play. Machine learning offers a robust approach to identifying and even preventing […] The post Tips for Using Machine Learning in Fraud Detection appeared first on MachineLearningMastery.com.

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7 Steps to Mastering Math for Data Science

KDnuggets

Want to learn math for data science? This guide will help you go about learning math for data science—linear algebra, calculus, statistics, and more.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Implementing a RAG chatbot using Databricks and Pinecone

databricks

Imagine giving your business an intelligent bot to talk to customers. Chatbots are commonly used to talk to customers and provide them with.

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Scaling to Success: Implementing and Optimizing Penalized Models

Machine Learning Mastery

This post will demonstrate the usage of Lasso, Ridge, and ElasticNet models using the Ames housing dataset. These models are particularly valuable when dealing with data that may suffer from multicollinearity. We leverage these advanced regression techniques to show how feature scaling and hyperparameter tuning can improve model performance. In this post, we’ll provide a […] The post Scaling to Success: Implementing and Optimizing Penalized Models appeared first on MachineLearningMas

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Building a Generative AI Workflow for the Creation of More Personalized Marketing Content

databricks

Personalization and scale have historically been mutually exclusive. For all the talk of one-to-one marketing and hyper-personalization , the reality has been that.

AI 265
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The Future of AI in Retail Media: Balancing Personalization with Privacy

insideBIGDATA

In this contributed article, Shobhit Khandelwal, CEO and founder of Carter, points out that as competition grows in the retail media space, brands and retailers feel pressured to meet consumer needs. The opportunity to provide unique advertising experiences to consumers increases as AI develops. These rapid developments in AI put us on the precipice of a great revolution in the retail media landscape.

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NumPy for Linear Algebra Applications

KDnuggets

This guide shows you how to perform key operations like matrix multiplication, eigenvalue calculations, and solving linear systems. Learn to use NumPy’s functions for linear algebra computations.

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Announcing advanced security and governance in Mosaic AI Gateway

databricks

We are excited to introduce several powerful new capabilities to Mosaic AI Gateway, designed to help our customers accelerate their AI initiatives with.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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How to Build Secure LLM Apps with AI Governance at Their Core

Data Science Dojo

AI is reshaping the way businesses operate, and Large Language Models like GPT-4, Mistral, and LLaMA are at the heart of this change. The AI market, worth $136.6 billion in 2022, is expected to grow by 37.3% yearly through 2030, showing just how fast AI is being adopted. But with this rapid growth comes a new wave of security threats and ethical concerns—making AI governance a must.

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New Professional Tech Certificates from Google, Snowflake & Microsoft

KDnuggets

Be one of the first to be certified with these new professional certifications that have just landed

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B-Trees and Database Indexes

Hacker News

B-trees are used by many modern DBMSs. Learn how they work, how databases use them, and how your choice of primary key can affect index performance.

Database 182
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Top 10 YouTube Channels to Learn SQL

Analytics Vidhya

Introduction Mastering SQL (Structured Query Language) is crucial for individuals pursuing data management, data analysis, and database administration. If you are starting as a novice or are a seasoned pro seeking to improve, YouTube provides various tools to assist you in learning SQL at a pace that suits you. Whether you want to grasp the […] The post Top 10 YouTube Channels to Learn SQL appeared first on Analytics Vidhya.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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ESPN AI-generated recap of retiring player's final match fails to mention them

Hacker News

Alex Morgan played her final professional soccer match Sunday but you'd never know that from the ESPN Generative AI Services game recap.

AI 182
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Jamboss AI makes music creation simple and fun for everyone

Dataconomy

Have you ever wondered how AI can help you create music without any musical background? Jamboss AI is doing just that. Developed by a small team, the new tool is an AI-powered app designed to allow anyone to create custom songs by simply providing text prompts or lyrics. Whether you want a reggae birthday song or an upbeat pop anthem, Jamboss AI delivers full-length, original compositions in a variety of styles and genres.

AI 172
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Synthetic diamonds are now purer, more beautiful, and cheaper than mined

Hacker News

Synthetic diamonds are now purer, more beautiful, and vastly cheaper than mined diamonds. Beating nature took decades of hard graft and millions of pounds of pressure.

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Next-Level Interactivity in AI/BI Dashboards

databricks

As recently announced at this year’s Data and AI Summit, Databricks AI/BI democratizes business intelligence and analytics across your organization with highly visual.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Hacking misconfigured AWS S3 buckets: A complete guide

Hacker News

AWS S3 (Simple Storage Service) buckets are a popular storage service used by software companies and organizations to store public as well as sensitive data. However, the implementation of this servic.

AWS 181
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Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs

Machine Learning Research at Apple

Recent advancements in multimodal large language models (MLLMs) have been noteworthy, yet, these general-domain MLLMs often fall short in their ability to comprehend and interact effectively with user interface (UI) screens. In this paper, we present Ferret-UI, a new MLLM tailored for enhanced understanding of mobile UI screens, equipped with referring, grounding, and reasoning capabilities.

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Why GitHub Won

Hacker News

How GitHub _actually_ became the dominant force it is today, from one of it's cofounders.

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Exploring data using AI chat at Domo with Amazon Bedrock

AWS Machine Learning Blog

This post is co-written with Joe Clark from Domo. Data insights are crucial for businesses to enable data-driven decisions, identify trends, and optimize operations. Traditionally, gaining these insights required skilled analysts using specialized tools, which can make the process slow and less accessible. Generative artificial intelligence (AI) has revolutionized this by allowing users to interact with data through natural language queries, providing instant insights and visualizations without

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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She Ate Poppy Seed Salad Just Before Giving Birth. Then They Took Her Baby Away

Hacker News

“They had a singular piece of evidence that I had taken something, and it was wrong.

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Data Sharing is Crucial for Smart Data-Driven Brands

Smart Data Collective

Data-driven decision-making is becoming more important, which means that companies need to share data with their partners more easily.

Big Data 124
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iPhone 16 Pro and iPhone 16 Pro Max

Hacker News

Apple today introduced iPhone 16 Pro and iPhone 16 Pro Max, featuring Apple Intelligence and innovative pro camera features.

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AI feedback loop to nowhere

FlowingData

AI models are trained on data, and better data helps make better models. Likewise, it’s hard to develop worthwhile models with bad data. So what happens when it grows more difficult for AI-based bots to scrape the web and more of the available data is generated via AI in the first place? For NYT’s the Upshot, Aatish Bhatia imagines a feedback loop of numbers and letters that grow fuzzier with each generation.

AI 117
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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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AirPods Pro 2 adds 'clinical grade' hearing aid feature

Hacker News

Apple has announced some new hearing health related features, coming as a software update for AirPods Pro 2. This includes.

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Amazon EC2 P5e instances are generally available

AWS Machine Learning Blog

State-of-the-art generative AI models and high performance computing (HPC) applications are driving the need for unprecedented levels of compute. Customers are pushing the boundaries of these technologies to bring higher fidelity products and experiences to market across industries. The size of large language models (LLMs), as measured by the number of parameters, has grown exponentially in recent years, reflecting a significant trend in the field of AI.

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Tesla FSD no longer offered for purchase

Hacker News

Tesla changes how they advertise and sell FSD on their website, we look to see what the future might bring. Read on inside.

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Unlocking the Power of Web Data: Fueling AI and LLM Innovations

Towards AI

Author(s): Towards AI Editorial Team Originally published on Towards AI. Artificial Intelligence (AI) has evolved from a niche field into a driving force behind some of today’s most impactful technologies. Large Language Models (LLMs), natural language processing (NLP) systems, and predictive analytics all rely on vast amounts of data to function effectively.

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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?