Sat.Dec 07, 2024 - Fri.Dec 13, 2024

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The Urgent Risks of Bad Data Engineering

Aryng

As the CEO of a data science consulting company, Ive noticed many organizations fall short in effectively managing their data. A lot of this has to do with their systems. Even if their data systems are not technically flawed, they are still unable to solve business problems and drive profitable decisions. Companies in the initial […] The post The Urgent Risks of Bad Data Engineering appeared first on Aryng's Blog.

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AI’s Impact on Data Centers: Driving Energy Efficiency and Sustainable Innovation

insideBIGDATA

In this contributed article, Joe Reele, Vice President, Solution Architects at Schneider Electric, discusses the challenges and innovations in data center design driven by AI advancements and discusses the implications for energy consumption, infrastructure, and technological evolution.

AI 195
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20 Examples of Interactive Power BI Dashboards

Analytics Vidhya

Dashboards are the lifeblood of modern businesses, providing a clear, concise view of critical metrics. This article explores 20 diverse Power BI dashboard examples, showcasing how data can be transformed into actionable insights. From sales and marketing to HR and social media, these dashboards offer inspiration for your data visualization projects.

Power BI 245
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Top 50 Python Libraries to Know in 2025

Analytics Vidhya

Python’s versatility and readability have solidified its position as the go-to language for data science, machine learning, and AI. With a rich ecosystem of libraries, Python empowers developers to tackle complex tasks with ease. In this comprehensive guide, we’ll explore the top 50 Python libraries that will shape the future of technology.

Python 288
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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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10 speech-to-text use cases to inspire your applications

AssemblyAI

Voice data is booming across every industry, but most companies still can't tap into it. Sales teams record thousands of hours of customer calls but can't extract patterns. Healthcare providers capture important patient information that stays locked in audio files. Media companies sit on massive content libraries that aren't searchable or monetizable.

AI 59
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What is Overparameterization in LLMs? From Overfitting Myths to Power Laws!

Data Science Dojo

What is similar between a child learning to speak and an LLM learning the human language? They both learn from examples and available information to understand and communicate. For instance, if a child hears the word ‘apple’ while holding one, they slowly associate the word with the object. Repetition and context will refine their understanding over time, enabling them to use the word correctly.

AI 333

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Red Hat Details Vision For AI, Casts Foundations In Granite

Adrian Bridgwater for Forbes

Red Hat Enterprise Linux AI is a foundation model platform for developing, testing and running generative artificial intelligence models for enterprise applications.

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How to Read Unity Catalog Tables in Snowflake, in 4 Easy Steps

databricks

Learn how to connect to Unity Catalog's Iceberg REST APIs from Snowflake to read a single source data file as Iceberg.

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KNIME Releases AI Companion to Drive Smarter Collaboration with AI

insideBIGDATA

KNIME, the open source data analytics and AI company, announced the launch of its AI companion K-AI to all users. With K-AI, users can co-create powerful data workflows with AI. K-AI will answer questions, make recommendations, and extend or build whole data workflows based on user prompts.

AI 389
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Top 13 AI Conferences to Attend in 2025

Data Science Dojo

In the ever-evolving world of data science , staying ahead of the curve is crucial. Attending AI conferences is one of the best ways to gain insights into the latest trends, network with industry leaders, and enhance your skills. As we look forward to 2025, several AI conferences promise to deliver cutting-edge knowledge and unparalleled networking opportunities.

AI 316
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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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Beginner’s Guide to Unit Testing Python Code with PyTest

KDnuggets

Learn how to write and run effective unit tests in Python using PyTest, ensuring your code is reliable and bug-free.

Python 271
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Marco-o1: Redefining LLMs with Advanced Reasoning

Analytics Vidhya

Generative AI has often faced criticism for its inability to reason effectively, particularly in scenarios requiring precise and deterministic outputs. Barely predicting the next token has proven to be very tough when the next token has to be as exact as being a single option. For instance, writing an essay can take a thousand forms and […] The post Marco-o1: Redefining LLMs with Advanced Reasoning appeared first on Analytics Vidhya.

Analytics 271
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Pathway Secures $10 Million Led by TQ Ventures to Advance the Development of Live AI 

insideBIGDATA

Pathway, the data company that builds live AI, announced its $10 million Seed round to build live AI systems that think and learn in real-time as humans do.The round was led by TQ Ventures, with participation from Kadmos, Inovo, Market One Capital and Id4, as well as several high-profile angel investors.

AI 370
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Data Augmentation: A Comprehensive Guide

Data Science Dojo

Let’s suppose youre training a machine learning model to detect diseases from X-rays. Your dataset contains only 1,000 imagesa number too small to capture the diversity of real-world cases. Limited data often leads to underperforming models that overfit and fail to generalize well. It seems like an obstacle – until you discover data augmentation.

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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 Databricks Generative AI Partner Accelerators and RAG Proof of Concepts

databricks

In todays rapidly evolving technology landscape, generative artificial intelligence (GenAI) is revolutionizing the way organizations work and is opening up new worlds of.

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KitikiPlot: Your New Go-To for Time-Series Data Visualization

Analytics Vidhya

Introducing KitikiPlot, a Python library designed for visualizing sequential and time-series categorical “Sliding Window” patterns. This innovative tool is designed to empower data practitioners across various fields, including genomics, air quality monitoring, and weather forecasting to uncover insights with enhanced clarity and precision.

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Challenging the Cloud-Only Path to AI Innovation: A Critical Look at Vendor-Led AI Roadmaps

insideBIGDATA

In this contributed article, Saulo Bomfim, Vice President, Product and Service Strategy at Rimini Street, suggests that as major enterprise software vendors limit their AI offerings to cloud-only platforms, organizations face mounting pressure to migratebut instead of jumping into costly cloud transitions, IT leaders should first be aware of these four key challenges that could impact their AI transformation journey, and a viable solution to combat them all.

AI 367
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Data Augmentation: A Comprehensive Guide

Data Science Dojo

Let’s suppose youre training a machine learning model to detect diseases from X-rays. Your dataset contains only 1,000 imagesa number too small to capture the diversity of real-world cases. Limited data often leads to underperforming models that overfit and fail to generalize well. It seems like an obstacle – until you discover data augmentation.

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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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Innovators Unveiled: Announcing the Databricks Generative AI Startup Challenge Winners!

databricks

We are pleased to announce the winners of the Databricks Generative AI Startup Challenge , a competition held in collaboration with AWS to.

AWS 228
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Anthropic Computer Use: AI Assitant Taking Over Your Computer

Analytics Vidhya

Imagine your AI assistant taking over your mouse and keyboard to navigate a computer just like you wouldclicking, typing, and scrolling, all by “looking” at the screen. Anthropic’s latest update introduces this cool capability to their AI model, Claude. Its in beta testing, but its already shaking up how AI can interact with software.

AI 289
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How to Perform Advanced SQL Queries in BigQuery

KDnuggets

Improve your SQL querying skills in BigQuery with these advanced querying templates.

SQL 201
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AppliedAI ‘Employs’ Large Work Models In Opus

Adrian Bridgwater for Forbes

Large work models have the potential to digitally control operational processes in literally any workplace environment from the factory to the office.

AI 201
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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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Building Industry-leading AI Models for Universal Speech Intelligence

databricks

We just followed the documentation online, and within a few hours, we were operational and started running a job. We never had any.

AI 221
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Gemini 2.0: Google’s New Model for the Agentic Era

Analytics Vidhya

Google DeepMind has launched Gemini 2.0. It is latest milestone in artificial intelligence, marking the beginning of a new era in Agentic AI. The announcement was made by Demis Hassabis, CEO of Google DeepMind, and Koray Kavukcuoglu, CTO of Google DeepMind, on behalf of the Gemini team. A Note from Sundar Pichai Sundar Pichai, CEO […] The post Gemini 2.0: Google’s New Model for the Agentic Era appeared first on Analytics Vidhya.

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How Generative AI Can Transform the Future of Identity and Access Management

insideBIGDATA

In this contributed article, Anirban Bhattacharya dives into how generative AI addresses persistent challenges like proper role definition, inefficient access reviews, and the limitations of static authentication methods. From AI-driven threat detection to delivering seamless, personalized user experiences, this article outlines the innovative ways generative AI is shaping the future of IAM.

AI 195
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10 Podcasts That Every Machine Learning Enthusiast Should Subscribe To

Machine Learning Mastery

Podcasts are a fun and easy way to learn about machine learning. Machine learning is a fast-changing field. New ideas and tools come out all the time. Podcasts help you stay updated on these changes. They often feature interviews with experts and researchers.

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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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Announcing Public Preview of Hive Metastore and AWS Glue Federation in Unity Catalog

databricks

Were excited to announce the Public Preview of Hive Metastore (HMS) and AWS Glue Federation in Unity Catalog! This new capability enables Unity.

AWS 222
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Top 5 Reasons to Use AI Agents in 2025

Analytics Vidhya

The future is here, and its powered by AI agents. Unlike traditional software or AI tools, these agents are designed to operate autonomously, adapt to complex environments, and execute tasks without needing constant human oversight. Their ability to streamline processes, personalize experiences, and enable smarter decision-making makes them an indispensable asset for organizations and individuals […] The post Top 5 Reasons to Use AI Agents in 2025 appeared first on Analytics Vidhya.

AI 270
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OpenAI whistleblower found dead at 26 in San Francisco apartment

Flipboard

A former OpenAI employee, Suchir Balaji, was recently found dead in his San Francisco apartment, according to the San Francisco Office of the Chief Medical Examiner.

AI 181
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Android XR: Google and Samsung bet big to finish Vision Pro

Dataconomy

Google and Samsung have announced the development of Android XR, a new operating system aimed at enhancing virtual and augmented reality experiences through headsets and glasses. This collaboration marks a significant entry into the wearable tech market, directly competing with Apple’s Vision Pro and Meta’s Quest 3. The first headset, code-named Project Moohan, will be launched in 2025, although pricing details remain undisclosed.

AI 172
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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.