Wed.Feb 19, 2025

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Math, Machine Learning & Coding Needed For LLMs

KDnuggets

The goal of this article is to guide you through the essential mathematical foundations, machine learning techniques, and coding practices needed to work with LLMs.

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Esri and Regrid Partner on Premium Parcel Data Enrichments

ArcGIS

The latest update of Regrid Premium Parcel dataset will include Esri demographic and curated environmental and elevation data.

Datasets 108
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A Gentle Introduction to Symbolic AI

KDnuggets

How can the latest AI solutions and applications benefit from symbolic AI? This article introduces and discusses this intriguing area of the field.

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A Distributed State of Mind: Event-Driven Multi-Agent Systems

Confluent

Event-driven architecture can overcome the challenges of coordinating agentic AI agents to create scalable and efficient reasoning systems. See examples of multi-agent patterns.

Systems 90
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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Domino's Delivers Innovation: Harnessing the Power of GenAI to Enhance Customer Experience

databricks

At Domino's, we're always looking for innovative ways to improve our customer experience and deliver the perfect pizza. Our latest project, aptly named.

Project 85
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How to Use the Trainer API in Hugging Face for Custom Training Loops

KDnuggets

Learn how to develop custom training loop with Hugging Face Transformers and the Trainer API.

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AI Use Cases for Business Leaders & Innovators

databricks

AI has been with us for years, but the extent of its capabilities is only now becoming apparent. The rise of GenAI tools such.

IT 45
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20250220

Start Data Engineering

Jupyter notebook magics & SQL magic with DuckDB uv python package manager

SQL 130
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From minimal skeletons to comprehensive transactions with cooked-validators

Tweag

Cooked Validators is a Haskell library designed to simplify the complex process of crafting and testing transactions on the Cardano blockchain. Writing proper transactions in Cardano can be challenging due to its UTXO-based model, which requires precise definitions and careful structuring of inputs, outputs, and complementary components. cooked-validators tackles these challenges by offering a powerful framework for defining transactions in a minimal and declarative manner while incorporating a

Bytes 62
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LLM powered migration of UI component libraries

Zalando Engineering

At Zalando, we continuously seek ways to improve our processes and focus on finding efficient solutions to complex challenges by using suitable new technologies. The in-house UI library project is one practical example of how we tackled technical debt efficiently by leveraging LLMs. Overview of migration project At Zalando, I work in Partner Tech, where we focus on empowering our partners to offer their products for sale on our platform (or supply to Zalando as a retailer).

Coding 56
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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AI use case : Customer Service Industry

WeCloudData

Artificial Intelligence has revolutionized human life, as AI has automated and replaced many tasks. All the major industries like finance, healthcare, and manufacturing use AI in their process. Customer service is one of the dominant industries where Artificial Intelligence applications impact has generated great value. Customer service is the backbone of any business as happy […] The post AI use case : Customer Service Industry appeared first on WeCloudData.

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Infrastructure Advancements at AWS ReInvent 2024

Pinterest Engineering

Madhuri Racherla, VP, EngineeringInfra &SRE At the recent AWS ReInvent 2024 conference, Madhuri Racherla, VP of Infrastructure & SRE, shared an inspiring story of the companys ongoing journey to optimize performance and reduce costs. Her talk not only highlighted Pinterests strategic infrastructure advancements but also aimed to motivate engineers to pursue innovation and excellence.

AWS 41