Sat.Mar 29, 2025 - Fri.Apr 04, 2025

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5 Best Practices for Digital Archiving

Precisely

As organizations generate and manage more digital content, having a strong digital archiving strategy is essential. Regulations continue to change, customer expectations continue to grow, and businesses must balance accessibility with security. A poorly managed archiving system can lead to compliance risks, data silos, and inefficiencies that slow down operations.

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Beyond Static Pages: bringing UI to life

Picnic Engineering

In the previous blog posts , weve explored how Picnics Page Platform has revolutionized the way we build our mobile grocery shopping experience. As a mobile-only online grocery retailer, our success depends on delivering an exceptional app experience to our customers. So far, the platform has enabled seamless access to data, allowed the creation of complex UI components on the server, and empowered business and analytics teams to build pages independently, without requiring developer interventio

Retail 52
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What is Spear Phishing?

Edureka

Spear phishing represents one of the most sophisticated forms of cyberattacks today. Unlike mass phishing campaigns, these attacks target specific individuals or organizations by leveraging tailored research, psychological manipulation, and sometimes even artificial intelligence. In this blog, we’ll provide an in-depth look at spear phishing from its definition and techniques to prevention strategies and emerging trends.

Finance 40
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Scalable Model Development and Production in Snowflake ML

Snowflake

Despite the best efforts of many ML teams, most models still never make it to production due to disparate tooling, which often leads to fragmented data and ML pipelines and complex infrastructure management. Snowflake has continuously focused on making it easier and faster for customers to bring advanced models into production. In 2024, we launched over 200 AI features, including a full suite of end-to-end ML features in Snowflake ML , our integrated set of capabilities for machine learning mode

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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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Training vs Inference: The Ultimate Alliance

KDnuggets

Check out this essential guide to the difference between training and inference.

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What Is Steganography & How Does It Work?

Edureka

What is Steganography? It is the practice of concealing information within ordinary files or media, making the hidden data undetectable to anyone unaware of its presence. From ancient techniques like invisible ink to modern digital methods that embed messages in images, audio, or network traffic, it has evolved significantly. While it is widely used for data protection and digital watermarking, cybercriminals also exploit it to hide malware and evade detection.

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What is Generative AI?

Edureka

Generative AI is changing how we generate content, solve problems, and engage with technology. Unlike typical AI models, which classify or forecast based on incoming data, generative AI generates new content—whether text, images, music, or even code. This technology generates human-like outputs by utilizing advanced machine learning techniques such as deep learning and neural networks.

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Announcing the Built-On Databricks Startup Challenge

databricks

Are you a startup building core, customer-facing B2B products on Databricks? Then we have a Challenge for you! On the heels of our Generative AI.

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10 Skills You Need To Become a Salesforce Developer

Edureka

Do you want to hire a Salesforce worker for your company? It can be hard to find the right Salesforce expert because so many people need them. How well you judge a Salesforce developer’s skills has a big effect on how well your business does on the Salesforce platform. The right hires can have a big effect on the growth of your business, while the wrong choice could slow down progress.

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Best Automation Tools In 2025 for Data Pipelines, Integrations, and More

Seattle Data Guy

Since I started working in tech, one goal that kept coming up was workflow automation. Whether automating a report or setting up retraining pipelines for machine learning models, the idea was always the same: do less manual work and get more consistent results. But automation isnt just for analytics. RevOps teams want to streamline processes… Read more The post Best Automation Tools In 2025 for Data Pipelines, Integrations, and More appeared first on Seattle Data Guy.

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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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How Apache Iceberg Is Changing the Face of Data Lakes

Snowflake

Data storage has been evolving, from databases to data warehouses and expansive data lakes, with each architecture responding to different business and data needs. Traditional databases excelled at structured data and transactional workloads but struggled with performance at scale as data volumes grew. The data warehouse solved for performance and scale but, much like the databases that preceded it, relied on proprietary formats to build vertically integrated systems.

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Meta Open Source: 2024 by the numbers

Engineering at Meta

Open source has played an essential role in the tech industry and beyond. Whether in the AI/ML, web, or mobile space, our open source community grew and evolved while connecting people worldwide. At Meta Open Source , 2024 was a year of growth and transformation. Our open source initiatives addressed the evolving needs and challenges of developerspowering breakthroughs in AI and enabling the creation of innovative, user-focused applications and experiences.

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Improving Pinterest Search Relevance Using Large Language Models

Pinterest Engineering

Han Wang | Machine Learning Engineer II, Relevance & Query Understanding; Mukuntha Narayanan | Machine Learning Engineer II, Relevance & Query Understanding; Onur Gungor | (former) Staff Machine Learning Engineer, Relevance & Query Understanding; Jinfeng Rao | Senior Staff Machine Learning Engineer, Pinner Discovery Figure: Illustration of the search relevance system at Pinterest.

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Announcing Automatic Publishing to Power BI

databricks

Were excited to announce the Public Preview of the Microsoft Power BI task type in Databricks Workflows, available on Azure, AWS, and GCP. With this.

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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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Lesser-Known Python Functions That Are Super Useful

KDnuggets

Go beyond the basics by adding these cool and useful Python functions to your programming toolbox.

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Snowpark Magic: Auto-Create Tables from S3 Folders

Cloudyard

Read Time: 3 Minute, 9 Second Snowpark Magic: Auto-Create Tables from S3 Folders In modern data lakes, its common for departments like Finance, Marketing, Sales, etc., to continuously drop data files into their respective folders within an S3 bucket. These files often arrive in CSV format, and over time, teams request new folders or refresh their data.

Finance 52
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InferESG: Finding the Right Architecture for AI-Powered ESG Analysis by David Rees

Scott Logic

During the InferESG project we made a pivotal decision to create an alternative architecture, one that sits parallel to the agentic framework used for the conversational part of the system. This decision came about from discussions with the client, and their needs to analyse and process company sustainability reports, evaluate them and compare them to relevant materiality topics.

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Data Engineering Weekly #214

Data Engineering Weekly

Introducing Apache Airflow® 3.0 Be among the first to see Airflow 3.0 in action and get your questions answered directly by the Astronomer team. You won't want to miss this live event on April 23rd! Save Your Spot → 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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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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The Essential Guide to Regular Expressions for Data Scientists

KDnuggets

Looking to add regular expressions to your data science toolbox? Learn regex with Python from the ground up with this guide.

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Announcing the General Availability of Lakeflow Connect

databricks

Were excited to announce the General Availability of Lakeflow Connect for Salesforce and Workday.

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Make Map Icons with an Orthographic Projection

ArcGIS

Create custom projections with only two coordinates and then turn them into icons for endless possibilities.

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ThoughtSpot University: Your learning experience, upgraded

ThoughtSpot

Big news: ThoughtSpot University just got a major revamp. Weve completely reimagined our platform to make learning easier, faster, and more flexibleno matter your role or experience level. Whether youre diving in for the first time or brushing up on advanced skills, ThoughtSpot University is your central hub for everything training with eLearning, live classes, certifications, and more.

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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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Top 5 Career Paths in Data Science and How to Self-Learn for Each

KDnuggets

Are you a self-learner wanting to break into one of the top 5 data science career paths? If yes, this article is for you.

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Databricks on Google Cloud: Innovations Driving Data Intelligence

databricks

Since our launch on Google Cloud Platform (GCP) in 2021, Databricks on Google Cloud has provided more than 1,500 joint customers with a tightly integrated.

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Data Quality Evaluation: A 6-Step Framework Anyone Can Use

Monte Carlo

Drowning in spreadsheets? Staring at dashboards that make you question if you’re looking at business metrics or random number generators? We’ve all been there. Making decisions based on data sounds great in theory, but when you’re faced with conflicting numbers, mysterious gaps, and trends that defy logic, it’s easy to feel lost.

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Shifting Left: How Data Contracts Underpin People, Processes, and Technology

Confluent

Application engineers situated at the beginning of a data pipeline ("left side") should apply data contracts and products as rigorously as the data engineers further down the line.

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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.

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10 GitHub Repositories to Master Cloud Computing

KDnuggets

Learn cloud computing concepts, tools, and best practices through free, community-driven content on GitHub.

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How Willis Towers Watson Transformed Work & Rewards with Data Intelligence Powered by Unity Catalog

databricks

Willis Towers Watson (WTW) is a multinational company that provides a wide range of services in commercial insurance brokerage, risk management, employee benefits, and actuarial.

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Functors and Monads with Java and Scala by Magnus Smith

Scott Logic

This is the fourth post in a series exploring types and type systems. Previous posts have looked at Algebraic Data Types with Java Variance, Phantom and Existential types in Java and Scala Intersection and Union Types with Java and Scala In this post we will combine some ideas from functional programming with strong typing to produce robust expressive code that is more reusable.

Scala 40
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The AI Silo Problem: How Data Streaming Can Unify Enterprise AI Agents

Confluent

To solve the AI silo problem, enterprises need a shared communication layer for AI agentsa real-time, event-driven approach that lets agents share intelligence and take coordinated action.

Data 49
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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.