Data Science Dojo

MARCH 27, 2025

Data normalizationsounds technical, right? But at its core, it simply means making data normal or well-structured. Now, that might sound a bit vague, so lets clear things up. But before diving into the details, lets take a quick step back and understand why normalization even became a thing in the first place. Think about itdata is everywhere. It powers business decisions, drives AI models, and keeps databases running efficiently.

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Database Data Warehouse Machine Learning Machine Learning 195

Flipboard

MARCH 26, 2025

A complaint about poverty in rural China. A news report about a corrupt Communist Party member. A cry for help about corrupt cops shaking down entrepreneurs.

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AI AI Computer Science Computer Science 181

Pickl AI

MARCH 24, 2025

Summary: Adaptive Machine Learning is a cutting-edge technology that allows systems to learn and adapt in real-time by processing new data continuously. Unlike traditional models, it provides more accurate predictions and insights, making it ideal for dynamic environments. This adaptability enhances decision-making across various sectors, including finance, healthcare, and e-commerce.

Machine Learning 52

Machine Learning Machine Learning Algorithm Artificial Intelligence 52

Analytics Vidhya

MARCH 26, 2025

Google has introduced the Google Gen AI Toolbox for Databases, an open-source Python library designed to simplify database interaction with GenAI. By converting natural language queries into optimized SQL commands, the toolbox eliminates the complexities of SQL, making data retrieval more intuitive and accessible for both developers and non-technical users.

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SQL Database Python AI 152

Speaker: Frank Taliano

Document-heavy workflows slow down productivity, bury institutional knowledge, and drain resources. But with the right AI implementation, these inefficiencies become opportunities for transformation. So how do you identify where to start and how to succeed? Learn how to develop a clear, practical roadmap for leveraging AI to streamline processes, automate knowledge work, and unlock real operational gains.

AI

Flipboard

MARCH 27, 2025

The proliferation of artificial intelligence tools and overreliance on software such as ChatGPT is making the job market increasingly surreal. Of the 150-odd jobs Jaye West applied for in the past few months, nearly all of them involved artificial intelligence somewhere in the process.

Artificial Intelligence 180

Artificial Intelligence Artificial Intelligence AI AI 180

Hacker News

MARCH 26, 2025

Recently, I wrote about how were seeing a general softening of demand for travel to the United States, for a variety of reasons. Theres no denying that the most contentious situation is between Canada and the United States, and we now have some data that shows just how extreme the change in demand is. Transborder flight bookings are down by 70%+ Weve known that travel demand between Canada and the United States has been decreasing, both by air and by roads.

Analytics 182

Analytics Analytics 182

databricks

MARCH 26, 2025

Were excited to announce that Anthropic Claude 3.7 Sonnet is now natively available in Databricks across AWS, Azure, and GCP. For the first time, you.

Azure 359

Azure AWS 359

Flipboard

MARCH 24, 2025

On Thursday, Google and the Computer History Museum (CHM) jointly released the source code for AlexNet , the convolutional neural network (CNN) that many credit with transforming the AI field in 2012 by proving that "deep learning" could achieve things conventional AI techniques could not. Deep learning , which uses multi-layered neural networks that can learn from data without explicit programming, represented a significant departure from traditional AI approaches that relied on hand-crafted ru

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Deep Learning Deep Learning AI AI 180

Hacker News

MARCH 26, 2025

Google is planning a major change to the way it develops new versions of the Android operating system. Since the beginning , large swaths of the software have been developed in public-facing channels, but that will no longer be the case. This does not mean Android is shedding its open source roots, but the process won't be as transparent. Google has confirmed to Android Authority that all Android development work going forward will take place in Google's internal branch.

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Analytics Vidhya

MARCH 26, 2025

How do we keep AI safe and helpful as it grows more central to our digital lives? Large language models (LLMs) have become incredibly advanced and widely used, powering everything from chatbots to content creation. With this rise, the need for reliable evaluation metrics has never been greater. One critical measure is toxicityassessing whether AI […] The post Evaluating Toxicity in Large Language Models appeared first on Analytics Vidhya.

Analytics 154

Analytics Analytics AI AI 154

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

databricks

MARCH 25, 2025

Large language models are challenging to adapt to new enterprise tasks. Prompting is error-prone and achieves limited quality gains, while fine-tuning requires large amounts of.

AI 338

AI AI 338

Flipboard

MARCH 22, 2025

For all the revolutionary change artificial intelligence promises, it also makes lofty demands. For starters, AI is extraordinarily power hungry. Generating all the electricity that AI datacenters consume takes forest-loads of energy, not to mention hardware and cooling infrastructure. That stuff all costs a lot, making AI a huge money pit. That's had a big effect on our economy, as the tiniest bit of AI hype can send huge shockwaves through Wall Street and beyond.

AI 162

AI AI Computer Science Computer Science 162

KDnuggets

MARCH 24, 2025

Check out the story of a Reddit user who has achieved success by following 7 simple rules.

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Machine Learning Research at Apple

MARCH 23, 2025

In this work, we dive into the fundamental challenges of evaluating Text2SQL solutions and highlight potential failure causes and the potential risks of relying on aggregate metrics in existing benchmarks. We identify two largely unaddressed limitations in current open benchmarks: (1) data quality issues in the evaluation data mainly attributed to the lack of capturing the probabilistic nature of translating a natural language description into a structured query (e.g., NL ambiguity), and (2) the

SQL 130

SQL Data Quality 130

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?

Machine Learning Mastery

MARCH 28, 2025

Transformer is a deep learning architecture that is very popular in natural language processing (NLP) tasks. It is a type of neural network that is designed to process sequential data, such as text. In this article, we will explore the concept of attention and the transformer architecture.

Natural Language Processing 266

Natural Language Processing Deep Learning Deep Learning 266

Flipboard

MARCH 24, 2025

Forget chatbots and prompt engineering agentic is the latest AI buzzword to captivate and confuse marketers and media execs. In recent months, tech firms like OpenAI have emphasized AI agents and agentic applications of the technology in their mission to popularize generative AI adoption. The latest development comes courtesy of Adobe, which unveiled several AI agent tools last week at its Summit conference in Las Vegas , including a foundation agentic platform and 10 off-the-shelf AI agents.

AI 155

AI AI 155

KDnuggets

MARCH 26, 2025

Check out this step-by-step guide to building a speech-to-text system with PyTorch & Hugging Face.

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Adrian Bridgwater for Forbes

MARCH 26, 2025

Moving data is risky because data in transport mustn't end up in the wrong place & shouldn't be sent to machine entities that dont have access policy rights.

Big Data 263

Big Data Big Data 263

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!

Hacker News

MARCH 28, 2025

This paper demonstrates an approach for learning highly semantic image representations without relying on hand-crafted data-augmentations. We introduce the Image-based Joint-Embedding Predictive Architecture (I-JEPA), a non-generative approach for self-supervised learning from images. The idea behind I-JEPA is simple: from a single context block, predict the representations of various target blocks in the same image.

Supervised Learning 103

Supervised Learning 103

Flipboard

MARCH 24, 2025

Generative AI is revolutionizing how businesses interact with their customers through natural conversational interfaces. While organizations can implement AI assistants across various channels, phone calls remain a preferred method for many customers seeking support or information.

AI 153

AI AI Computer Science Computer Science 153

KDnuggets

MARCH 25, 2025

In this article, I will go through 5 pointers on how to help you secure your dream job.

Machine Learning 297

Machine Learning Machine Learning 297

Machine Learning Mastery

MARCH 23, 2025

This post is divided into three parts; they are: Setting up the translation pipeline Translation with alternatives Quality estimation Text translation is a fundamental task in natural language processing, and it inspired the invention of the original transformer model.

Natural Language Processing 259

Natural Language Processing 259

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.

AI

SAS Software

MARCH 26, 2025

Many popular products from brightly colored candies and cereals to neon pickles to vibrant drinks get their eye-catching appeal from synthetic food dyes. But beneath their dazzling hues lies a complex, controversial web of science, regulation and risk. So, lets explore the history of synthetic food dyes and uncover potential [.] The post Synthetic food dyes: potential risks behind the rainbow appeared first on SAS Blogs.

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databricks

MARCH 27, 2025

Databricks enables organizations to securely share data, AI models, and analytics across teams, partners, and platforms without duplication or vendor lock-in. With Delta Sharing, Databricks.

Analytics 225

Analytics Analytics AI AI 225

KDnuggets

MARCH 25, 2025

Want to make data cleaning more enjoyable? These pandas one-liners for data cleaning will help you get more done with less!

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Machine Learning Mastery

MARCH 25, 2025

Graph neural networks (GNNs) can be pictured as a special class of neural network models where data are structured as graphs — both training data used to train the model and real-world data used for inference — rather than fixed-size vectors or grids like image, sequences, or instances of tabular data.

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Python 244

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

insideBIGDATA

MARCH 25, 2025

UiPath (NYSE: PATH), an enterprise automation and AI software company, today announced the launch of UiPath Test Cloud, a new approach to software testing that uses AI to amplify tester productivity across the testing lifecycle, designed for.

AI 221

AI AI 221

databricks

MARCH 28, 2025

Qwen models, developed by Alibaba, have shown strong performance in both code completion and instruction tasks. In this blog, well show how you can register.

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KDnuggets

MARCH 26, 2025

In this article, we will explore Trae, a powerful adaptive AI code editor, its key features, setup process, and tips for maximizing productivity.

AI 274

AI AI 274

Machine Learning Mastery

MARCH 24, 2025

In this article, we explore 10 of the Python libraries every developer should know in 2025.

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Python 229

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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