Sat.Dec 14, 2024 - Fri.Dec 20, 2024

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6 Ways to Improve Your Predictive Models in Data Science

Flipboard

Whether you aim for building the perfect image classifier, sales predictor, or price estimator, these six pracitcal tips and insights will help you get there!

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Transforming Biology with Generative AI: Unveiling GenBio AI’s State-of-the-art Multiscale Models

Towards AI

Last Updated on December 19, 2024 by Editorial Team TL;DR: GenBio AI is advancing biology with Generative AI by developing AI-Driven Digital Organisms (AIDO). The AIDO system integrates multiscale foundation models for DNA, RNA, proteins, and cellular systems, allowing researchers to simulate, predict, and program biological outcomes from molecular to systemic levels.

AI 104
professionals

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Scientists learning to 'write' skills to human brain noninvasively, like Matrix

Hacker News

Researchers have developed a groundbreaking technique using brain imaging and neurofeedback to induce learning without conscious effort.

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AI Cybersecurity —  Replacement for Specialists or Efficiency Booster?

Dataconomy

AI is rapidly taking its place in the market, penetrating new application areas in ways we couldnt imagine, including AI cybersecurity solutions. The hype shows no signs of fading. In fact, it is gaining real momentum even among C-level executives. The reason is clear: AIs potential for improving efficiency is almost limitless. But so is its potential for disruption.

AI 91
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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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The 5 Regression Metrics That Matter: Last-Minute ML Interview Prep

Towards AI

Last Updated on December 15, 2024 by Editorial Team Author(s): Raghu Teja Manchala Originally published on Towards AI. Short and Concise: The Most Asked Regression Metrics in Interviews. Source: Image by Sam Nguyen on Avada Over the past few years, I have had numerous interviews, ranging from scenario-based to technical rounds. When it comes to machine learning regression models, interviewers typically focus on five key performance metrics, which are the ones mostly used by Data Scientists in re

ML 116
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Top 20 Data Warehouse Interview Questions You Must Know in 2025

Pickl AI

Summary : This guide provides an in-depth look at the top data warehouse interview questions and answers essential for candidates in 2025. Covering key concepts, techniques, and best practices, it equips you with the knowledge needed to excel in interviews and demonstrates your expertise in data warehousing. Introduction As the demand for data professionals continues to rise, understanding data warehousing concepts becomes increasingly essential for candidates preparing for interviews in 2025.

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Deep fakes are fooling millions: Meta’s Mosseri sounds the alarm

Dataconomy

Meta’s Adam Mosseri emphasizes the importance of scrutinizing AI-generated content on social media platforms. As deep fakes become increasingly sophisticated, the ability to discern reality from fabrication is essential for users. Meta’s Mosseri stresses need to scrutinize AI-generated content Mosseri’s comments come amid rising concerns about deep fakes, which utilize generative adversarial networks (GAN) and diffusion models like DALL-E 2 to create false images and videos tha

AI 172
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How to build a LiveKit app with real-time Speech-to-Text

AssemblyAI

LiveKit is a powerful platform for building real-time audio and video applications. They build on top of WebRTC to abstract away the complicated details of building real-time applications, allowing developers to rapidly build and deploy applications for video conferencing, livestreaming, interactive virtual events, and more. Beyond the core real-time capabilities, LiveKit also provides a flexible agents system , which allows developers to incorporate programmatic agents into their applications f

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Guide to Securing API Keys in Google Colab

Analytics Vidhya

Working with APIs in Google Colab is a common practice for data scientists, researchers, and developers. However, handling API keys, which are essentially passwords granting access to these services, requires careful consideration. Directly embedding API keys in your code or storing them as plain environment variables within your Colab notebooks poses significant security risks.

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Crusoe Closes $600M in Series D Round at $2.8 Billion Valuation to Power AI

insideBIGDATA

Crusoe, the vertically integrated AI infrastructure provider, announced it has closed a $600 million Series D funding round. The investment was led by Founders Fund, with participation from new and existing investors, including Fidelity, Long Journey Ventures, Mubadala, NVIDIA, Ribbit Capital, and Valor Equity Partners.

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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!

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Secure External Access to Unity Catalog Assets via Open APIs

databricks

We're excited to announce the Public Preview of credential vending for Unity Catalogs open APIs, allowing external clients to securely access Unity Catalog.

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How to Use Docker for Local Development Environments

KDnuggets

Using Docker for local development brings stability, flexibility, and ease of management of the environment. No matter what operating system you're using. Learn how to use Docker on Windows, Linux, and macOS to simplify your development setup, from creating your first container to managing complex environments with Docker Compose.

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Top 5 LLM Leaderboards: Key Metrics and Their Impact on AI Development

Data Science Dojo

In the rapidly evolving world of artificial intelligence , Large Language Models (LLMs) have become a cornerstone of innovation, driving advancements in natural language processing, machine learning, and beyond. As these models continue to grow in complexity and capability, the need for a structured way to evaluate and compare their performance has become increasingly important.

AI 293
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AI in Construction: Tackling Fragmented Data with Intelligent Solutions

insideBIGDATA

In this contributed article, Omar Zhandarbekuly, co-founder at Surfaice.pro, explores how AI particularly knowledge graphs, generative AI, and agentic AIcan bridge these gaps, transforming construction processes into streamlined, intelligent standalone systems.

AI 367
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Optimizing The Modern Developer Experience with Coder

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.

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Introducing Git Support for Queries in Databricks

databricks

Were excited to announce the Public Preview of Query Git integration as part of the new SQL Editor. Git support for queries.

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An Introduction to Dask: The Python Data Scientist’s Power Tool

KDnuggets

Ever wondered how to handle large data without slowing down your computer? Lets learn about Dask, a tool that helps you work with large data quickly.

Python 300
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The Future For Software In 2025

Adrian Bridgwater for Forbes

Aside from the definable world of software code and its evolutionary path, well also spend more time next year on developer, user and all-stakeholder wellbeing.

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Google Cloud Report on AI Trends in 2025

insideBIGDATA

Google Cloud published an AI Trends Report, which shares the top 5 trends in AI expected next year, with details on how some companies are already adopting these trends.

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15 Modern Use Cases for Enterprise Business Intelligence

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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Benchmarking Domain Intelligence

databricks

Large language models are improving rapidly; to date, this improvement has largely been measured via academic benchmarks. These benchmarks, such as MMLU and.

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10 Essential Pandas Commands for Data Preprocessing

KDnuggets

Check out this beginner's guide to cleaning and preparing data efficiently with Python.

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Accelerating LLM Inference on NVIDIA GPUs with ReDrafter

Machine Learning Research at Apple

Accelerating LLM inference is an important ML research problem, as auto-regressive token generation is computationally expensive and relatively slow, and improving inference efficiency can reduce latency for users. In addition to ongoing efforts to accelerate inference on Apple silicon, we have recently made significant progress in accelerating LLM inference for the NVIDIA GPUs widely used for production applications across the industry.

ML 299
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5 Top Paper of NeurIPS 2024 that you Must Read

Analytics Vidhya

The NeurIPS 2024 Best Paper Awards were announced, spotlighting exceptional contributions to the field of Machine Learning. This year, 15,671 papers were submitted, of which 4,037 were accepted, representing an acceptance rate of 25.76%. These prestigious awards are the result of rigorous evaluation by specialized committees, comprising prominent researchers with diverse expertise, nominated and approved […] The post 5 Top Paper of NeurIPS 2024 that you Must Read appeared first on Analytic

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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TetraScience Snowflake Put Heads Together For Scientific AI Biopharma Brain Boost

Adrian Bridgwater for Forbes

Data is the business of lifeblood as specialist firms like TetraScience work to accelerate scientific AI by designing and industrializing AI-native scientific datasets.

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Multimodal RAG Implementation with Hugging Face

KDnuggets

Learn how to enhance RAG models by combining text and visual inputs using Hugging Face Transformers.

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ARMADA: Augmented Reality for Robot Manipulation and Robot-Free Data Acquisition

Machine Learning Research at Apple

Teleoperation for robot imitation learning is bottlenecked by hardware availability. Can high-quality robot data be collected without a physical robot? We present a system for augmenting Apple Vision Pro with real-time virtual robot feedback. By providing users with an intuitive understanding of how their actions translate to robot motions, we enable the collection of natural barehanded human data that is compatible with the limitations of physical robot hardware.

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Česká spořitelna: How GenAI is Transforming Call Centers in the Financial Services Industry

databricks

Czech savings bank esk spoitelna , a division of Austrias Erste Group , recently collaborated with AI solution builder DataSentics to explore the.

AI 246
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Level-up your AI Development with OpenAI o1

Analytics Vidhya

Imagine having an AI tool that not only understands your complex queries but also reasons through them like a seasoned expert. OpenAI o1 is here to revolutionize how developers interact with AI, offering unparalleled reasoning capabilities, real-time audio integration, and enhanced customization options. With features like a massive 200K-token context window and developer-friendly SDKs, o1 […] The post Level-up your AI Development with OpenAI o1 appeared first on Analytics Vidhya.

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How to Write Clean Python Code as a Beginner

KDnuggets

Writing Python code thats clean and easy to understand isnt just for experts — learn how to avoid common pitfalls and write like a pro from the start!

Python 281
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How to Quickly Deploy Machine Learning Models with Streamlit

Machine Learning Mastery

This article will navigate you through the deployment of a simple machine learning (ML) for regression using Streamlit. This novel platform streamlines and simplifies deploying artifacts like ML systems as Web services.

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Philadelphia Union: Streamlining MLS Roster Planning with GenAI

databricks

Staying competitive in Major League Soccer (MLS) demands building and maintaining a strong squad through strategic roster planning and smart, effective navigation of.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.