insideBIGDATA
APRIL 3, 2025
March 31, 2025 — Preferred Computational Chemistry Inc. (PFCC) announces that it will team up with ENEOS Corp. to enable AI-driven formulation optimization of chemicals and materials using NVIDIA ALCHEMI software. The collaboration was announced at NVIDIA GTC.
Analytics Vidhya
APRIL 3, 2025
Building a RAG (Retrieval-Augmented Generation) application isnt just about plugging in a few toolsits about choosing the right stack that makes retrieval and generation not just possible but efficient and scalable. Lets say youre working on something like Smart Chat with PDFan AI app that lets users interact with PDFs conversationally. Its not as simple […] The post A Comprehensive Guide to RAG Developer Stack appeared first on Analytics Vidhya.
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Dataconomy
APRIL 3, 2025
You are what you buyor at least, thats what your language model thinks. In a recently published study , researchers set out to investigate a simple but loaded question: can large language models guess your gender based on your online shopping history? And if so, do they do it with a side of sexist stereotypes? The answer, in short: yes, and very much yes.
Analytics Vidhya
APRIL 3, 2025
Fine-tuning large language models is no small featit demands high-performance GPUs, vast computational resources, and often, a wallet-draining budget. But what if you could get the same powerful infrastructure for a fraction of the cost? Thats where affordable cloud platforms come in. Instead of paying premium rates on AWS, Google Cloud, or Azure, smart AI […] The post 5 Affordable Cloud Platforms for Fine-tuning LLMs appeared first on Analytics Vidhya.
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.
insideBIGDATA
APRIL 3, 2025
WALTHAM, Mass., April 3, 2025 Metadata-driven unstructured data management Starfish Storage today announced it has won the Data Solution of the Year for Education award in the 6thannual Data Breakthrough Awards program conducted byData Breakthrough, a market intelligence organization that recognizes companies, technologies and products in the data technology market today.
Analytics Vidhya
APRIL 3, 2025
Evaluating large language models (LLMs) is essential. You need to understand how well they perform and ensure they meet your standards. The Hugging Face Evaluate library offers a helpful set of tools for this task. This guide shows you how to use the Evaluate library to assess LLMs with practical code examples. Understanding the Hugging […] The post How to Evaluate LLMs Using Hugging Face Evaluate appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Analytics Vidhya
APRIL 3, 2025
As AI agents take on more complex tasks, simply building them isnt enough; managing their performance, reliability, and efficiency is just as crucial. Thats where Agent Ops comes in. It helps organizations monitor, optimize, and scale AI agents, ensuring they work seamlessly and adapt to real-world challenges. From AI tools for Agent Ops to agent […] The post Top 10 Tools for Agent Ops appeared first on Analytics Vidhya.
Machine Learning Mastery
APRIL 3, 2025
Clustering is a widely applied method in many domains like customer and image segmentation, image recognition, bioinformatics, and anomaly detection, all to group data into clusters in terms of similarity.
Analytics Vidhya
APRIL 3, 2025
The hype around Ghibli-style AI-generated art has exploded with the introduction of GPT-4os image generation capabilities. Social media platforms are flooded with dreamy, nostalgic visuals reminiscent of Studio Ghibli films. However, the massive demand has overwhelmed OpenAIs servers, leading to long wait times – even for paid users. But dont worry!
AWS Machine Learning Blog
APRIL 3, 2025
Inspecting wind turbines, power lines, 5G towers, and pipelines is a tough job. Its often dangerous, time-consuming, and prone to human error. Thats why we at Amazon Web Services (AWS) are working on AI Workforcea system that uses drones and AI to make these inspections safer, faster, and more accurate. This post is the first in a three-part series exploring AI Workforce, the AWS AI-powered drone inspection system.
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.
APRIL 3, 2025
Google released its new Gemini 2.5 Pro Experimental AI model late last month, and its quickly stacked up top marks on a number of coding, math, and reasoning benchmark testsmaking it a contender for the worlds best model right now. Gemini 2.5 Pro is a reasoning model, meaning its answers derive from a mix of training data and real-time reasoning performed in response to the user prompt or question.
AWS Machine Learning Blog
APRIL 3, 2025
Every year, AWS Sales personnel draft in-depth, forward looking strategy documents for established AWS customers. These documents help the AWS Sales team to align with our customer growth strategy and to collaborate with the entire sales team on long-term growth ideas for AWS customers. These documents are internally called account plans (APs). In 2024, this activity took an account manager (AM) up to 40 hours per customer.
APRIL 3, 2025
A risk prediction score that uses machine learning and a patient’s genetic information may identify autoimmune conditions up to 1,000% more accurately than current models, according to findings published in Nature Communications.
Dataconomy
APRIL 3, 2025
Author– Hakob Astabatsyan, Co-Founder & CEO of Synthflow AI agents bring a new world of possibilities for companies to provide seamless customer support 24/7, empower their employees, and drive business growth. The market size of AI agents is expected to grow from $5.1 billion in 2024 to an astonishing $47.1 billion by 2030. Meaning a Compound Annual Growth Rate (CAGR) of 44.8% over the next six years.
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
KDnuggets
APRIL 3, 2025
See how to improve the NumPy execution process by identifying the problems in our code.
Dataconomy
APRIL 3, 2025
OpenAI’s GPT-4.5 outperformed humans in a recent Turing test from UC San Diego, showing how easily people can mistake AI for real conversation by engaging in side-by-side chats. The Turing test has long measured whether a machine can pass as human through text-based interaction. In this updated version, nearly 300 participants from UC San Diegos Language and Cognition Lab each chatted with a human and an AI before deciding which was which.
AWS Machine Learning Blog
APRIL 3, 2025
This post is co-written with Emrah Kaya and Xinyi Zhou from Omron Europe. Data is one of the most critical assets of many organizations. Theyre constantly seeking ways to use their vast amounts of information to gain competitive advantages. OMRON Corporation is a leading technology provider in industrial automation, healthcare, and electronic components.
Dataconomy
APRIL 3, 2025
Anthropic just dropped Claude for Education, a tailored version of its AI assistant aimed at higher education. Universities can now integrate AI into their teaching, research, and administrative processes, giving students and educators a hands-on role in shaping AIs impact on academia. The launch includes several key components: Learning mode: A Claude experience focused on guiding students’ reasoning rather than providing direct answers, fostering critical thinking.
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.
APRIL 3, 2025
Most of Google's AI efforts thus far have involved adding generative features to existing products, but NotebookLM is different. Created by the Google Labs team, NotebookLM uses AI to analyze user-provided documents. Starting today, it will be even easier to use NotebookLM to explore topics, as Google has added a "Discover Sources" feature to let the app look up its own sources.
Dataconomy
APRIL 3, 2025
Google is shaking up its AI leadership, with Josh Woodward replacing Sissie Hsaio as the head of the Gemini app, according to Semafor. The move signals a strategic shift as Google gears up for what it calls the “next evolution” of its AI chatbot. Sissie Hsaio, who spearheaded the launch of Google’s Gemini AI chatbot (formerly Bard ), is stepping down after nearly two decades with the company.
Machine Learning Mastery
APRIL 3, 2025
This post is divided into three parts; they are: Understanding Text Embeddings Other Techniques to Generate Embedding How to Get a High-Quality Text Embedding? Text embeddings are to use numerical vectors to represent text.
Dataconomy
APRIL 3, 2025
Siemens is dropping $5.1 billion to acquire Dotmatics, a Boston-based Life Sciences R&D software provider, from Insight Partners. The deal, announced April 2, 2025, aims to bolster Siemens’ AI-powered Product Lifecycle Management (PLM) portfolio and expand its reach into the life sciences sector. According to Siemens AG President and CEO Roland Busch, acquiring Dotmatics strategically strengthens Siemens’ position in Life Sciences, creating an AI-powered PLM software portfolio as
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
KDnuggets
APRIL 3, 2025
Check out this essential guide to the difference between training and inference.
Dataconomy
APRIL 3, 2025
t-SNE (t-distributed stochastic neighbor embedding) has become an essential tool in the realm of data analytics, standing out for its ability to unravel the complexities inherent in high-dimensional data. Researchers, data scientists, and machine learning practitioners alike have embraced t-SNE for its effectiveness in transforming extensive datasets into visual representations, enabling a clearer understanding of relationships, clusters, and patterns within the data.
FlowingData
APRIL 3, 2025
As you might expect, there is a big income difference between those with college degrees and those with none. But there’s been a shift lately. For Bloomberg Businessweek, Dorothy Gambrell and Marie Patino show the breakdowns by age, generation, and race. In 2023, the last year for which data is available, 25- to 34-year-olds with a bachelors degree earned exactly 200%or twice as muchas people from the same cohort without one did.
Dataconomy
APRIL 3, 2025
TreeSHAP, an innovative algorithm rooted in game theory, is transforming how we interpret predictions generated by tree-based machine learning models. By enabling a precise understanding of feature contributions to model outcomes, it enhances transparency and trust in AI applications. This is vital as machine learning increasingly informs decision-making across various sectors.
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.
Dataconomy
APRIL 3, 2025
Micro-models have emerged as powerful tools within the field of predictive analytics, allowing analysts to delve deeply into specific data segments of larger systems. With the ability to provide precise insights, these models serve unique functions across various disciplines, enhancing decision-making processes and helping organizations adapt to ever-changing environments.
Hacker News
APRIL 3, 2025
The way bonobos combine vocal sounds to create new meanings suggests the evolutionary building blocks of human language are shared with our closest relatives
Dataconomy
APRIL 3, 2025
Random initialization is an essential technique in deep learning, particularly critical for ensuring that neural networks can learn effectively. Choosing the initial weights thoughtfully affects a model’s ability to break symmetry and explore diverse patterns in data. As networks grow in complexity, understanding the nuances of weight initialization becomes even more vital for achieving superior performance.
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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