Sat.Feb 22, 2025 - Fri.Feb 28, 2025

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11 Python Libraries Every AI Engineer Should Know

KDnuggets

Looking to build your AI engineer toolkit in 2025? Here are Python libraries and frameworks you cant miss!

Python 144
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The Real Impact of Bad Data on Your AI Models

Monte Carlo

By now, most data leaders know that developing useful AI applications takes more than RAG pipelines and fine-tuned models it takes accurate, reliable, AI-ready data that you can trust in real-time. To borrow a well-worn idiom, when you put garbage data into your AI model, you get garbage results out of it. Of course, some level of data quality issues is an inevitabilityso, how bad is “bad” when it comes to data feeding your AI and ML models?

Banking 52
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What is a Healthy Lake House?

Confessions of a Data Guy

Maybe I’m the only one who thinks about it, not sure. The Lake House has become the new Data Warehouse, yet when I ask this question “What makes a health Lake House?” no one is sure what the answer is, or you get different answers. It seems like a pretty important question considering that Lake […] The post What is a Healthy Lake House?

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AI-Driven Data Integrity Innovations to Solve Your Top Data Management Challenges

Precisely

Key Takeaways: New AI-powered innovations in the Precisely Data Integrity Suite help you boost efficiency, maximize the ROI of data investments, and make confident, data-driven decisions. These enhancements improve data accessibility, enable business-friendly governance, and automate manual processes. The Suite ensures that your business remains data-driven and competitive in a rapidly evolving landscape.

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Going Beyond Chatbots: Connecting AI to Your Tools, Systems, & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

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Enhancing Snowflake Alerts for Dynamic Table Refresh Failures

Cloudyard

Read Time: 2 Minute, 39 Second Snowflake Dynamic Tables offer a powerful way to automate data transformations, ensuring that tables remain fresh and up to date. However, refresh failures can occur due to various reasons such as query errors, or resource constraints. To proactively monitor and respond to such failures, we can leverage Snowflake Alerts to send email notifications whenever a refresh fails.

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Data Ingestion vs Data Integration: What Is the Right Approach for Your Business

Hevo

Organizations generate tons of data every second, yet 80% of enterprise data remains unstructured and unleveraged (Unstructured Data). Organizations need data ingestion and integration to realize the complete value of their data assets.

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Business Intelligence (BI) vs Data Science (DS) vs Data Engineering (DE): What are They?

WeCloudData

In the era of data-driven decision-making, terms like Business Intelligence (BI), Data Science (DS), and Data Engineering (DE) often surface in conversations. While all three play a crucial role in utilizing data to drive business outcomes, their functions, tools, and objectives differ significantly. Let’s break them down. Data Engineering (DE): Building the Data Infrastructure Objective: […] The post Business Intelligence (BI) vs Data Science (DS) vs Data Engineering (DE): What are

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AI Agents: Types, Role, and Use Cases

WeCloudData

AI or Artificial Intelligence agents are software programs that can interact with their environment, collect data, perceive, learn, and perform actions based on their environment. AI agents have practical applications in multiple domains, they can be virtual assistants like Google Assistant, Chatgpt and Siri, or complex simulations in healthcare. They enhanced the power of generative […] The post AI Agents: Types, Role, and Use Cases appeared first on WeCloudData.

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Top 10 Data Modeling Best Practices You Simply Can’t Ignore

Hevo

You often find yourself caught in data complexity issues like data complexity, communication breakdowns, and data quality issues, making it tough for your teams to handle data modeling. Data modeling best practices creates a clear visual representation of how data is organized and how different pieces of information connect within a system.

Data 40
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Snowflake to Invest up to $200M in Next Gen Startups Innovating on its AI Data Cloud

Snowflake

Established in 2023, Snowflakes Startup Accelerator offers early-stage startups unparalleled growth opportunities through hands-on support, extensive ecosystem access and resources that surpass what other platforms provide. To further meet the needs of early-stage startups, Snowflake is expanding the Startup Accelerator to now include up to a $200 million investment in startups building industry-specific solutions and growing their businesses on the Snowflake AI Data Cloud.

Cloud 93
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Smart Tech + Human Expertise = 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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The saveAsTable in Apache Spark SQL, alternative to insertInto

Waitingforcode

Is there an easier way to address the insertInto position-based data writing in Apache Spark SQL? Totally, if you use a column-based method such as saveAsTable with append mode.

SQL 130
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Data Engineering Weekly #209

Data Engineering Weekly

Automate Airflow deploys with built-in CI/CD. Streamline code deployment, enhance collaboration, and ensure DevOps best practices with Astro's robust CI/CD capabilities. Try Astro Free → Editor’s Note: Data Council 2025, Apr 22-24, Oakland, CA Data Council has always been one of my favorite events to connect with and learn from the data engineering community.

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BentoML: MLOps for Beginners

KDnuggets

Learn how to build, test, deploy, and monitor machine learning models in the cloud with the BentoML ecosystem.

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Introducing transformWithState in Apache Spark™ Structured Streaming

databricks

Introduction Stateful stream processing refers to processing a continuous stream of events in real-time while maintaining state based on the events seen so far. This.

Process 120
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The Ultimate Guide to Apache Airflow DAGS

With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you

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Predicting Ag Harvest using ArcGIS and Machine Learning

ArcGIS

Accurately predicting agricultural harvest with ArcGIS Pro using satellite imagery, historic yield, climate variables, field data.

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What is Natural Language Processing(NLP)?

WeCloudData

Has this thought ever crossed your mind about how ChatGPT, Gemini, DeepSeek, or Microsoft Copilot can understand and respond to you like a human? You may have questions and curiosity about how these tools work and the driving force that makes it possible to mimic human intelligence. To satisfy your curiosity we will give you […] The post What is Natural Language Processing(NLP)?

Process 52
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7 Best Strategies (Besides Job Portals) to Land Top-Paying Jobs in 2025

KDnuggets

Tired of the job portal grind? Dont just applymake them come to you! Check out 7 powerful strategies to land top-paying tech jobs in 2025.

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What’s New in AI/BI - Feb ‘25 Roundup

databricks

Introduction AI/BI Dashboards and Genie are evolving at a breakneck pace. In this roundup, well highlight the most impactful updates from the past three months.

BI 106
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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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Introducing the Migration Toolset for ArcGIS Utility Network

ArcGIS

Learn how to use the new Migration toolset to make your utility network migration even easier.

Utilities 104
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Striim 5.0 Release: Introducing Stripe Reader Connector for Real-Time Payment Data Insights

Striim

As businesses increasingly rely on SaaS solutions like Stripe for payment processing, Striim’s integration makes it easier to move, analyze, and leverage payment data in real time. This connector helps streamline data workflows, allowing customers to consolidate their payment data and gain valuable insights faster than ever before. What Does the Stripe Reader Do?

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Generative AI for Data Scientists in 2025: Beyond Text Generation

KDnuggets

Directions to become "upgraded" data scientists prepared to fully leverage generative AI technologies in the year ahead.

Data 120
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Machine Learning with Unity Catalog on Databricks: Best Practices

databricks

Building an end-to-end AI or ML platform often requires multiple technological layers for storage, analytics, business intelligence (BI) tools, and ML models in order to.

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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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Gradients along lines, rather than across

ArcGIS

Here is an outright hack to give a line a gradient along its path rather than across it. Maybe it will come in handy?

IT 87
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Striim 5.0 Release: Unlock Real-Time Customer Insights with the Intercom Reader

Striim

Customer engagement is crucial for businesses to thrive, and platforms like Intercom have made it easier than ever to connect with users through messaging tools for sales, marketing, and customer care. Striim 5.0s new Intercom Reader makes it even easier by enabling seamless real-time data integration from the Intercom platform into your analytics systems.

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OpenHands: Open Source AI Software Developer

KDnuggets

Build, test, and deploy a complete application in minutes — just by chatting with OpenHands.

Building 119
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Data Ingestion vs Data Integration: What Is the Right Approach for Your Business

Hevo

Organizations generate tons of data every second, yet 80% of enterprise data remains unstructured and unleveraged (Unstructured Data). Organizations need data ingestion and integration to realize the complete value of their data assets.

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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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Revolutionizing Enterprise Data Analytics at ReaderLink: From SQL to AI-Powered Insights

databricks

In today's fast-paced business environment, the ability to quickly access and analyze data is crucial for maintaining a competitive edge. As North America's largest book.

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Striim 5.0 Release: Unlock Real-Time Salesforce Integration with Powerful New Connectors

Striim

Striims suite of connectors for Salesforce applications helps organizations streamline this process by enabling seamless, real-time data movement between Salesforce and other systems. Whether you’re working with Salesforce CRM, Pardot, or Salesforce Marketing Cloud, Striim simplifies the data integration experience. What Does It Do? Striim provides both read and write connectors for Salesforce applications, enabling real-time data movement across multiple Salesforce environments.

BI 40
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10 Essential Docker Commands for Data Engineering

KDnuggets

Tired of 'it works on my machine' problems? Learn the top 10 Docker commands every data engineer needs to build, deploy, and scale projects like a pro!

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ArcGIS CityEngine: 3D Visibility Analysis for Small Urban Wind Turbines in Brussels

ArcGIS

UC Louvain analysts used ArcGIS CityEngine for a Python-automated visibility analyses to determine suitable locations for urban wind turbines.

Python 82
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Apache Airflow® 101 Essential Tips for Beginners

Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.