Mon.Sep 30, 2024

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The Good, the Bad, and the Future of Data AI

insideBIGDATA

In this contributed article, Paul Scott-Murphy, chief technology officer at Cirata, discusses key best practices for applying generative AI in today’s enterprises. The key to harnessing the explosion of AI is recognizing the good, bad, and future, letting those influence how and where we securely utilize it. Time invested now in doing this proactively will benefit you and your organization tomorrow.

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Key Challenges and Limitations in AI-Language Models

Analytics Vidhya

Introduction Artificial Intelligence has been cementing its position in workplaces over the past couple of years, with scientists spending heavily on AI research and improving it daily. AI is everywhere, from simple tasks like virtual chatbots to complex tasks like cancer detection. It has even recently replaced several jobs in the industry. This inclusion of […] The post Key Challenges and Limitations in AI-Language Models appeared first on Analytics Vidhya.

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How to Visualize Model Internals and Attention in Hugging Face Transformers

KDnuggets

Learn how to visualize the Hugging Face Transformers model and attention internally.

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SAS Steers Toward Stronger AI Data Lifecyle Via Viya

Adrian Bridgwater for Forbes

Quietly reinventing its core technology proposition through the various ages of client-server, early networks and disaggregated computing, the first era of the web and.

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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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Transforming Omics Data Management with Databricks Data Intelligence Platform

databricks

This blog explores how new technologies such as Databricks Data Intelligence Platform can pave the way for more effective and efficient multi-omics data management.

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Discover the Journeys of Women in Technology

KDnuggets

Learn from those who have paved the way and gain practical advice on how to build a successful technology career.

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Stock Market Forecasting with TimeGPT

KDnuggets

Learn how to accurately forecast the Meta stock market prices using a few lines of code.

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Top 10 Generative AI Subreddits to Follow in 2024

Analytics Vidhya

Introduction Generative AI is the big talk of the town these days. Almost every day, we see a new model being released. Having a discussion group where the details of these advancements are discussed can greatly help individuals working in this field. This is why Reddit is so famous for all the GenAI discussions. I […] The post Top 10 Generative AI Subreddits to Follow in 2024 appeared first on Analytics Vidhya.

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Free Courses That Are Actually Free: Computer Science Edition

KDnuggets

Don’t fall into paying for a course when you can get it for free.

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Build an AI Strategy for Business Success with Databricks

databricks

AI has quickly moved from an emerging technology to a business imperative as organizations recognize its potential to transform operations and keep them.

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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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Implementing Data Governance in Data Science Pipelines: Techniques and Best Practices

KDnuggets

Discover the keys for a successful adoption of data governance schemes in your data science projects.

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Best AI Code Generator Tools for Developers of All Levels

Data Science Dojo

Not long ago, writing code meant hours of manual effort—every function and feature painstakingly typed out. Today, things look very different. AI code generator tools are stepping in, offering a new way to approach software development. These tools turn your ideas into functioning code, often with just a few prompts. Whether you’re new to coding or a seasoned pro, AI is changing the game, making development faster, smarter, and more accessible.

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DDN Achieves Unprecedented Performance in MLPerf™ Benchmarking, Empowering Transformative AI Business Outcomes 

insideBIGDATA

DDN®, provider of the data intelligence platform, proudly announces a groundbreaking achievement in the MLPerf™ Storage Benchmark, setting new standards for performance and efficiency. DDN’s A3I™ (Accelerated Any-scale AI) systems demonstrated unmatched capabilities in multi-node configurations, solidifying its role as essential drivers for high-demand machine learning (ML) workloads and transformative business outcomes.

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Has Social Media Fuelled a Teen-Suicide Crisis?

Hacker News

Mental-health struggles have risen sharply among young Americans, and parents and lawmakers alike are scrutinizing life online for answers.

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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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Understanding Chain-of-Thought (CoT) Reasoning: The Core Behind OpenAI’s o1 Model

Towards AI

Author(s): Shivam Mohan Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Chain-of-Thought (CoT) reasoning is an approach that significantly enhances the reasoning abilities of large language models (LLMs) by breaking down complex problems into smaller, manageable steps. By encouraging a model to explain its intermediate thought process, CoT helps it arrive at more accurate solutions, particularly in tasks requiring arithmetic, commonsense, or

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Vanishing Culture: Preserving Cookbooks

Hacker News

Comments

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Agentforce From Salesforce: Impacts On Enterprise Data, ERP And SCM

MoorInsights for Forbes

Agentforce marks a big shift in how Salesforce integrates AI with enterprise apps. But it must balance AI with human effort—and rise above the noise in a crowded market.

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California bans legacy admissions at private universities

Hacker News

The change will affect Stanford University, the University of Southern California and other private colleges in the state.

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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 Future of Artificial Intelligence: Changing Our World

Towards AI

Last Updated on September 30, 2024 by Editorial Team Author(s): Yashvardhan Singh Sisodia Originally published on Towards AI. AI is transforming the way we exist, operate, and prosper in the technological revolution. This member-only story is on us. Upgrade to access all of Medium. Source: Freepik. In the mid-1900s, Artificial Intelligence (AI) emerged, taking machine learning and decision automation as its main focus.

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Red team hacker on how she breaks into buildings and pretends to be the bad guy

Hacker News

Alethe Denis exposes tricks that made you fall for that return-to-office survey

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Gradient Boosting Explained: Turning Mistakes Into Precision

Towards AI

Last Updated on September 30, 2024 by Editorial Team Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re a teacher, and you’re trying to predict the future salaries of your students based on two factors: their IQ and their CGPA (Cumulative Grade Point Average). Seems simple enough, right?

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Liquid Foundation Models: Our First Series of Generative AI Models

Hacker News

Comments

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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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Why you should consider Raspberry Pi AI Camera

Dataconomy

The Raspberry Pi Foundation has announced a new AI Camera module for $70 in collaboration with Sony. Being the newest addition to the Raspberry Pi platform, this new AI Camera is designed to help developers in AI image processing tasks with ease. Built-in with Sony’s IMX500 image sensor and Raspberry funded’s RP2040 microcontroller, this new AI camera performs all the processing on board and does not even require GPUs Resolution of the camera is 12.3 MP, with the ability to record at

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Essential Node in Global Semiconductor Supply Chain Hit by Hurricane Helene

Hacker News

Based on Hunterbrook Media’s reporting, Hunterbrook Capital is long Ferroglobe Plc (NASDAQ: $GSM) and Nordic Mining ASA (Oslo: $NOM) at the time of publication. Positions may change at any time. See full disclosures below.

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Future of personalized medicine: How integration of wearables enhances remote patient monitoring

Dataconomy

In the rapidly evolving healthcare technology age, personalized medicine has become one of the most promising approaches to improving patient outcomes. As the healthcare system shifts towards more patient-centered care, remote patient monitoring (RPM) and wearables are playing a crucial role in shaping the future of healthcare. Wearables, including smartwatches, fitness trackers, and biosensors, are transforming how patients manage chronic conditions and how healthcare providers monitor and trea

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Y Combinator Traded Prestige for Growth

Hacker News

YC is no longer an exclusive club where membership signals legitimacy—it’s becoming a broad index of tech startups.

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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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Introduction to GitHub Actions for Python Projects

PyImageSearch

Home Table of Contents Introduction to GitHub Actions for Python Projects Introduction What Is CICD? Continuous Integration (CI) Continuous Delivery (CD) Continuous Deployment (CD) Why Is CICD Important? Key Components of CI/CD The Tale of DevCity: How CI/CD Transformed the Way They Built Continuous Integration (CI) Continuous Deployment (CD) The Transformation Project Directory Structure for Following Lessons Sample CI/CD Pipeline for Python Projects Setting Up CI Setting Up CD What to Expect N

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Sports Betting Apps Are Even More Toxic Than You Thought

Hacker News

Pro bettors have taken to disguising themselves as gambling addicts so sportsbooks keep the free money flowing.

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How Self-Correction in Large Language Models(LLMs) Can Be Improved

Towards AI

Author(s): Richard Warepam Originally published on Towards AI. A Deep Dive into “SCoRe” (From a Research Paper That I Liked, from September 2024) This member-only story is on us. Upgrade to access all of Medium. We are aware that in recent times, large language models (LLMs) have completely changed how we interact with technology, enabling applications in natural language processing, coding, and reasoning.

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Two new books on John Calhoun and his rodent experiments

Hacker News

At first, scientists just wanted to figure out the best way to kill these pests. Then they decided that studying rat society could reveal the future of our own.

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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?