Mon.Aug 19, 2024

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It Takes More than Prompt Engineering to Achieve GenAI Accuracy

insideBIGDATA

In this contributed article, Liran Hason, Co-Founder and CEO of Aporia, addresses the limitations of prompt engineering, outlining his argument for more comprehensive protection – namely, the implementation of guardrails between the LLM and end-user – to keep AI accurate while preventing unwanted behavior.

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Top 17 trending interview questions for AI Scientists

Data Science Dojo

The demand for AI scientist is projected to grow significantly in the coming years, with the U.S. Bureau of Labor Statistics predicting a 35% increase in job openings from 2022 to 2032. AI researcher role is consistently ranked among the highest-paying jobs, attracting top talent and driving significant compensation packages. Industry Adoption: Widespread Implementation: AI and data science are being adopted across various industries, including healthcare, finance, retail, and manufacturing, dri

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professionals

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NumPy with Pandas for More Efficient Data Analysis

KDnuggets

Improve your Pandas processing with the NumPy package.

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Onboarding your new AI/BI Genie

databricks

Deploying an AI/BI Genie is like hiring a new data analyst. This blog covers the basics you need to successfully onboard your Genie and maximize the benefits.

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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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A Comprehensive Guide to Selenium with Python

Analytics Vidhya

Introduction Suppose you are a developer expected to carry out testing on a large web application. It is impossible to go through each feature and all the interactions one by one which may take days or even weeks. Enter Selenium, the game changing tool which automates web browser interaction and thus is more efficient when […] The post A Comprehensive Guide to Selenium with Python appeared first on Analytics Vidhya.

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7 Machine Learning Projects That Can Add Value to Any Resume

Machine Learning Mastery

Learning by doing is the best way to master essential skills for becoming a machine learning engineer. Instead of just focusing on simple classification and regression models. In this blog, we will focus on advanced machine learning projects that will impact your resume and attract recruiters and hiring managers. We will learn about computer vision […] The post 7 Machine Learning Projects That Can Add Value to Any Resume appeared first on MachineLearningMastery.com.

More Trending

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Announcing the Pycharm Integration with Databricks

databricks

We are excited to announce the latest addition to the Databricks developer experience: the PyCharm Professional Integration with Databricks ! This new plugin.

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Ultra-Processed Mood: Appian Injects AI Deeper Into Business Workflows

Adrian Bridgwater for Forbes

Process management and low-code technology specialist Appian has deployed a new raft of business AI automations.

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Free Courses That Are Actually Free: AI & ML Edition

KDnuggets

Don’t be bamboozled by last-minute payments when signing up for free courses.

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New Report – 66% of Data Leaders Want More Governance and Enhanced Security

insideBIGDATA

Informatica recently published a global report highlighting what senior-level data leaders need for a modern and competitive data architecture. A staggering 86% cite the need for improved data management, efficiency and operational costs as core decision drivers. Scaling AI at the enterprise level requires data management systems to process massive amounts of data accurately.

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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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Artificial intelligence is losing hype

Hacker News

For some, that is proof the tech will in time succeed. Are they right?

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AI tools now roast your Instagram presence

Dataconomy

Are you on the hunt for Instagram roast AI tools? Let’s dive into what’s available. On Instagram, users typically fall into one of two camps. There are the spontaneous types who post whatever, whenever, offering up a laid-back mix of photos that feels like flipping through a friend’s photo album. Then, there are the strategists, for whom every post is a calculated move in a grand design, with each filter and caption refined to showcase a flawless aesthetic.

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What comes after the AI crash?

Hacker News

The end of the boom won’t end generative AI’s harms

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AI Is IoT’s Killer App

MoorInsights for Forbes

IoT devices are ideal sources for real-world data to feed enterprise AI systems. The IoT sector has begun to take advantage of this to deliver more business benefits.

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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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AI companies are pivoting from creating gods to building products

Hacker News

Turning models into products runs into five challenges

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On the Benefits of Pixel-Based Hierarchical Policies for Task Generalization

Machine Learning Research at Apple

Reinforcement learning practitioners often avoid hierarchical policies, especially in image-based observation spaces. Typically, the single-task performance improvement over flat-policy counterparts does not justify the additional complexity associated with implementing a hierarchy. However, by introducing multiple decision-making levels, hierarchical policies can compose lower-level policies to more effectively generalize between tasks, highlighting the need for multi-task evaluations.

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Procreate's anti-AI pledge attracts praise from digital creatives

Hacker News

“The path generative AI is on is wrong for us”

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Sun vs. Moon, a game kind of

FlowingData

Neal Agarwal made a game of sorts where you either click for the sun or the moon. The points and the positions change based on how quickly you and others click in real-time. It’s so dumb. It’s so good. I’m guessing Agarwal drew inspiration from the recent but now laid to rest one million checkboxes.

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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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The gigantic and unregulated power plants in the cloud

Hacker News

Comments

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Six Signs It’s Time to Master Big Data Management

Smart Data Collective

You are going to need to know how to use big data wisely if you want to be successful in business.

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Netboot.xyz: your favorite operating systems in one place

Hacker News

netboot.xyz enables you to PXE boot many Operating System installers and utilities from a simple to use menu powered by the iPXE project.

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Deepfake Elon Musk to scam people out of their savings

FlowingData

It’s gotten relatively easy to replace mouth movements in video and to generate speech to sound like a specific person. So of course scammers are using the tools that are readily available to steal people’s life savings. For the New York Times, Stuart A. Thompson shows how deepfake Elon Musk videos are used in fake ads to promote junk. I can’t see how any of this ends well for us.

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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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Patrick McKenzie (patio11) podcast on technology, finance, and systems thinking

Hacker News

Patrick McKenzie (@patio11) 's podcast on finance, technology, and systems thinking.

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Meta And Nvidia Dominate Siggraph 2024 With Plethora Of Announcements

MoorInsights for Forbes

The graphics industry's premier conference saw a slew of new offerings from Nvidia and Meta, which went heavy on software and AI enablement.

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The bizarre siege behind Stockholm Syndrome

Hacker News

The siege that inspired the controversial Stockholm Syndrome theory began this week in 1973. In a 1980 BBC documentary, two New York police negotiators explained its influence.

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Midjourney’s web editor lets you edit specific parts of images!

Dataconomy

The Midjourney web editor may not be a brand-new feature, but it’s one that has flown under the radar for many users—until recently. Just three days ago, the platform rolled out an update that quietly introduced a powerful editing capability within the web editor. While users have long been able to generate stunning AI images, this new addition now allows for a deeper level of customization and refinement directly within the platform.

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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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Nasir Ahmed: An Unsung Hero of Digital Media

Hacker News

Stop for a second and think about the Internet without digital images or video. There would be no faces on Facebook. Instagram and TikTok probably wouldn’t exist. Those Zoom meetings that took the place of in-person gatherings for school or work during the height of the COVID-19 pandemic? Not an option. Digital audio’s place in our Internet-connected world is just as important as still images and video.

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NPD data breach leaks millions of SSNs

Dataconomy

We break down the NPD data breach, covering every aspect of the incident, from the compromised personal information to the steps you should take to safeguard yourself in the aftermath. What is NPD? National Public Data (NPD) is a background check service that aggregates and provides access to a wide array of personal information about individuals. The service pulls data from public records, which can include federal, state, and local government documents, legal filings, and other sources that ar

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Optimizing global message transit latency: a journey through TCP configuration

Hacker News

Our team tackled high latency in realtime messaging by optimizing TCP/IP settings. Learn about our process, findings, and TCP config solutions.

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MDM for Increased Economies of Scale: Top Benefits and Best Practices

Precisely

Key Takeaways: Leverage multi-domain master data management (MDM) to achieve and increase economies of scale, driving accurate insights and operational efficiency. Implementing MDM provides advanced geospatial capabilities and cross-domain intelligence for benefits like optimized logistics and enhanced customer targeting. To build economies of scale, start small with high-value projects, focus on the larger data integrity journey, and utilize domain expertise to build a robust MDM framework for

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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?