Sat.Dec 21, 2024 - Fri.Dec 27, 2024

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Top 10 Data Science Trends That Defined 2024

KDnuggets

From the unstoppable rise of generative AI to sustainability-driven innovations: a retrospective analysis of the data science trends that revolutionized the field in 2024 and beyond.

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Artificial Intelligence for Noobs

KDnuggets

A beginners guide to AI and how to get started.

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Unapologetically Technical Episode 15 – Frances Perry

Jesse Anderson

We’re down to the last month of the year, but we’re never leaving without a new episode of the Unapologetically Technical! In this episode, I interview Frances Perry, the Head of Engineering at MotherDuck. Frances Perry is an engineering manager who spent many years as a heads-down coder creating various distributed systems used in Google and Google Cloud.

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Generative AI Meets Data Streaming (Part I) – Data as the Engine: Building the AI Fundamentals

Confluent

Discover how data fuels Generative AI and why streaming data is key to success. Learn the fundamentals to unlock AIs true potential for your business.

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Apache Airflow® Crash Course: From 0 to Running your Pipeline in the Cloud

With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production. This introductory tutorial provides a crash course for writing and deploying your first Airflow pipeline.

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The Basics of SFTP: Authentication, Encryption, and File Management

Seattle Data Guy

If you’re looking to pass hundreds of GBs of data quickly, you’re likely not going to use a REST API. That’s why every day, companies share data sets of users, patient claims, financial transactions, and more via SFTP. If youve been in the industry for a while, youve probably come across automated SFTP jobs that… Read more The post The Basics of SFTP: Authentication, Encryption, and File Management appeared first on Seattle Data Guy.

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2024’s Biggest Moments in AI

KDnuggets

2024 has been yet another groundbreaking year for AI, with major breakthroughs, industry shifts, and ethical challenges shaping its future. Let's uncover together the key moments that defined AI this year about to finalize.

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Generative AI Meets Data Streaming (Part III) – Scaling AI in Real Time: Data Streaming and Event-Driven Architecture

Confluent

Learn how data streaming platforms and event-driven architecture enable real-time, scalable AI solutions to power smarter, faster business decisions.

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Building ETL Pipeline with Snowpark

Cloudyard

Read Time: 2 Minute, 11 Second In today’s data-driven world, organizations demand powerful tools to transform, analyze, and present their data seamlessly. Snowflakes Snowpark is a game-changing feature that enables data engineers and analysts to write scalable data transformation workflows directly within Snowflake using Python, Java, or Scala.

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How to Implement Image Captioning with Vision Transformer (ViT) and Hugging Face Transformers

KDnuggets

A beginners guide to getting started with image captioning models with HuggingFace.

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Databricks Named a Leader in 2024 Gartner® Magic Quadrant™ for Cloud Database Management Systems

databricks

We are excited to announce that Gartner has recognized Databricks as a Leader for a fourth consecutive year in the 2024 Gartner Magic.

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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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Generative AI Meets Data Streaming (Part II) – Enhancing Generative AI: Adding Context with RAG and VectorDBs

Confluent

Discover how RAG and Vector Databases enhance Generative AI by providing context, enabling smarter, more relevant, and accurate responses for your business.

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Simplify Pinterest Conversion Tracking with NPM Packages

Pinterest Engineering

Juan Benavides Nanni; SDET II| Pinterest conversions are critical for businesses looking to optimize their campaigns and track the performance of their advertisements. By leveraging Pinterests Conversion API and Conversion Tag, advertisers can gain deeper insights into user behavior and fine-tune their marketing efforts. To make this process seamless for developers, weve created two NPM packages: pinterest-conversions-server and pinterest-conversions-client.

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KDnuggets’ Favorite Articles of the Year for 2024

KDnuggets

We asked our writing team members to each select their favorite article from the year that they wrote, and share their reasons why with us.

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