Sat.Mar 08, 2025 - Fri.Mar 14, 2025

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5 Cheapest Cloud Platforms for Fine-tuning LLMs

KDnuggets

Stop overpaying for LLM fine-tuning! Discover 5 affordable cloud alternatives to AWS & GCP.

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12 selections of the best AI apps for business automation

Dataconomy

Efficiency is key to business success, and AI-driven automation tools help reduce manual labor, optimize operations, and boost productivity. From robotic process automation (RPA) to AI-enhanced workflow management, these solutions enable businesses to lower costs, reduce errors, and scale operations without complicating processes. Whether it’s automating customer service, financial workflows, or administrative duties, AI is revolutionizing how companies function behind the scenes.

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Can AI help us understand what animals feel?

Dataconomy

Can artificial intelligence help us understand what animals feel? A new study by researchers from the University of Copenhagens Department of Biology suggests that it can. Published in iScience , the study demonstrates that a machine-learning model can distinguish between positive and negative emotional states across seven different ungulate species, achieving an 89.49% accuracy rate.

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@HPCpodcast: Dr. Ian Cutress on the State of Advanced Chips, the GPU Landscape and AI Compute, Global Chip Manufacturing and GTC Expectations

insideBIGDATA

[link] Just before GTC (and for the 100th episode of the @HPCpodcast and this one sponsored by liquid cooling company CoolIT), we welcome special guest and high-powered chip industry analyst Dr.

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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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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GPT 4.5: The New Addition to Open AI’s GPT Family

Data Science Dojo

The world of AI never stands still, and 2025 is proving to be a groundbreaking year. The first big moment came with the launch of DeepSeek -V3, a highly advanced large language model (LLM) that made waves with its cutting-edge advancements in training optimization, achieving remarkable performance at a fraction of the cost of its competitors. Now, the next major milestone of the AI world is here – Open AI’s GPT 4.5.

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Exploring Prediction Targets in Masked Pre-Training for Speech Foundation Models

Machine Learning Research at Apple

Speech foundation models, such as HuBERT and its variants, are pre-trained on large amounts of unlabeled speech data and then used for a range of downstream tasks. These models use a masked prediction objective, where the model learns to predict information about masked input segments from the unmasked context. The choice of prediction targets in this framework impacts their performance on downstream tasks.

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Palantir and Databricks Announce AI Product Partnership

insideBIGDATA

SAN FRANCISCO,March 13, 2025 —DatabricksandPalantir Technologies Inc.(NASDAQ:PLTR), provider of enterprise operating systems, today announced a strategic product partnership that combines Palantir’s AI operating system and Databricks’ platform for AI, data warehousing and data engineering.

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Why extracting data from PDFs is still a nightmare for data experts

Flipboard

For years, businesses, governments, and researchers have struggled with a persistent problem: How to extract usable data from Portable Document Format (PDF) files. These digital documents serve as containers for everything from scientific research to government records, but their rigid formats often trap the data inside , making it difficult for machines to read and analyze.

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Generative AI Salary Trends 2025 Edition

Analytics Vidhya

Wondering what all the buzz is about? Or maybe youre asking yourself: Is this the right career move for me? Generative AI is taking the world by storm, and with it comes a gold rush for talent. From generating images to powering chatbots that sound eerily human, professionals in this field are in high demand […] The post Generative AI Salary Trends 2025 Edition appeared first on Analytics Vidhya.

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When Does a Predictor Know Its Own Loss?

Machine Learning Research at Apple

Given a predictor and a loss function, how well can we predict the loss that the predictor will incur on an input? This is the problem of loss prediction, a key computational task associated with uncertainty estimation for a predictor. In a classification setting, a predictor will typically predict a distribution over labels and hence have its own estimate of the loss that it will incur, given by the entropy of the predicted distribution.

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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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The Hundred-Page Language Models Book: A Great Technical Intro to LLMs

KDnuggets

The Hundred-Page Language Models Book is the LLM book you shouldn't miss.

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Suse Champions Freedom Of Choice In Cloud Infrastructure Stack

Adrian Bridgwater for Forbes

Suse offers an end-to-end tech infrastructure stack that goes from the operating system kernel, through network & management layers all the way to the application.

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New Tools for Building AI Agents: OpenAI Agent SDK, Response API and More

Analytics Vidhya

In a significant step toward empowering developers and enterprises to create more reliable and capable AI agents, OpenAI released the Agent SDK on March 11, 2025, alongside a suite of impactful API updates. This release introduces several powerful tools designed to enhance AI-driven applications, including the Responses API, built-in tools, OpenAI Agents SDK, and observability […] The post New Tools for Building AI Agents: OpenAI Agent SDK, Response API and More appeared first on Analytics

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Unlocking the Potential of AI Agents: From Pilots to Production Success

databricks

While 85% of global enterprises already use Generative AI (GenAI), organizations face significant challenges scaling these projects beyond the pilot phase. Even the most advanced.

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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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How to Secure Docker Containers with Best Practices

KDnuggets

Learn how to protect your Docker containers from vulnerabilities and security threats by following these best practices.

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Statistical Methods for Evaluating LLM Performance

Machine Learning Mastery

In this article, we explore statistical methods for evaluating LLM performance, an essential step to guarantee stability and effectiveness.

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The Rise of Large Concept Models: AI’s Next Evolutionary Step

Analytics Vidhya

Have you been using ChatGPT these days? I am sure you are, but have you ever wondered whats the core of this technological innovation? Weve been living in what many call the Gen AI era all because of these Large Language Models. However, some tech leaders believe LLMs may be hitting a plateau. In response, […] The post The Rise of Large Concept Models: AI’s Next Evolutionary Step appeared first on Analytics Vidhya.

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Introducing Enhanced Agent Evaluation

databricks

Earlier this week, we announced new agent development capabilities on Databricks. After speaking with hundreds of customers, we've noticed two common challenges to advancing beyond.

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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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Creating Automated Data Cleaning Pipelines Using Python and Pandas

KDnuggets

Find yourself running the same data cleaning steps time and again? Learn how to automate some of this boring stuff using Python and pandas.

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ESP32 backdoor exposed: Security threat or just overblown hype

Dataconomy

Espressifs popular ESP32 microchip, which is embedded in over a billion devices, has been identified with an undocumented “backdoor” in its Bluetooth firmware. This revelation was made by Spanish researchers from Tarlogic Security during RootedCON in Madrid. The ESP32 is a low-cost, low-power system-on-chip (SoC) highly regarded for its Wi-Fi and Bluetooth capabilities, making it suitable for Internet of Things (IoT) and embedded systems.

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Building a RAG-based Query Resolution System with LangChain and CrewAI

Analytics Vidhya

Businesses today handle a large volume of queries from customers, sales teams, and internal stakeholders. Manually responding to these queries is a slow and inefficient process, often leading to delays and inconsistent answers. A query resolution system powered by AI ensures fast, accurate, and scalable responses. It works by retrieving relevant information and generating precise […] The post Building a RAG-based Query Resolution System with LangChain and CrewAI appeared first on Analytics

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Benchmarking Amazon Nova and GPT-4o models with FloTorch

AWS Machine Learning Blog

Based on original post by Dr. Hemant Joshi, CTO, FloTorch.ai A recent evaluation conducted by FloTorch compared the performance of Amazon Nova models with OpenAIs GPT-4o. Amazon Nova is a new generation of state-of-the-art foundation models (FMs) that deliver frontier intelligence and industry-leading price-performance. The Amazon Nova family of models includes Amazon Nova Micro, Amazon Nova Lite, and Amazon Nova Pro, which support text, image, and video inputs while generating text-based output

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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?

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Introducing Serverless Batch Inference

databricks

Generative AI is transforming how organizations interact with their data, and batch LLM processing has quickly become one of Databricks' most popular use cases. Last.

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Mastering Time Series Forecasting: From ARIMA to LSTM

Machine Learning Mastery

Time series forecasting is a statistical technique used to analyze historical data points and predict future values based on temporal patterns.

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How to Use OpenAI’s Responses API & Agent SDK?

Analytics Vidhya

OpenAI has been a leading solutions provider in the GenAI space. From the legendary ChatGPT to Sora, it is a go-to platform for all the working professionals out there. With Qwen and Claude gaining popularity among developers, OpenAI is back again with its latest updates, empowering developers to create more reliable and capable AI agents. […] The post How to Use OpenAIs Responses API & Agent SDK?

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Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS

AWS Machine Learning Blog

Investment professionals face the mounting challenge of processing vast amounts of data to make timely, informed decisions. The traditional approach of manually sifting through countless research documents, industry reports, and financial statements is not only time-consuming but can also lead to missed opportunities and incomplete analysis. This challenge is particularly acute in credit markets, where the complexity of information and the need for quick, accurate insights directly impacts inves

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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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Middle Layers Excel: New Research Challenges Final-Layer Focus in Language Models

NYU Center for Data Science

The intermediate layers of large language models (LLMs) contain surprisingly rich representations that often outperform the final layer on downstream tasks, according to new research from CDS Research Scientist Ravid Shwartz-Ziv , CDS Professor Yann LeCun , and their collaborators. Their paper, Layer by Layer: Uncovering Hidden Representations in Language Models , led by Oscar Skean and Md Rifat Arefin , reveals that the conventional wisdom of using final-layer outputs for embeddings may be sub

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A Practical Guide to Modern Airflow

KDnuggets

Most data professionals and top companies, such as Airbnb and Netflix, use Apache Airflow daily. That is why you will learn how to install and use Apache Airflow in this article.

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AI Can Now Take Zoom Calls FOR YOU

Analytics Vidhya

We live in the times where AI can support us in any aspect of our lives. Weather it be booking flight tickets, managing tasks, doing research or even attending meetings on your behalf. Confused? Well, get ready to get shocked on seeking the capapblities of Pickle AI. It has the ability to create a virtual […] The post AI Can Now Take Zoom Calls FOR YOU appeared first on Analytics Vidhya.

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Do NOT update your Pixel, there is a brightness bug

Dataconomy

Some Google Pixel users are reporting a display brightness bug that has emerged following the March 2025 update, which is the last major update over Android 15, specifically the QPR2 release. Google Pixel users face brightness bug after March update The update introduced several new features, tweaks, and bug fixes but has also led to complaints about the display brightness flickering during video playback.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!