KDnuggets

OCTOBER 15, 2024

This guide emphasizes the growing significance of GenAI but also highlights the crucial role that data scientists play in harnessing this technology to solve real-world problems.

Data 150

Data Technology 150

Engineering at Meta

OCTOBER 15, 2024

At the Open Compute Project (OCP) Global Summit 2024, we’re showcasing our latest open AI hardware designs with the OCP community. These innovations include a new AI platform, cutting-edge open rack designs, and advanced network fabrics and components. By sharing our designs, we hope to inspire collaboration and foster innovation. If you’re passionate about building the future of AI, we invite you to engage with us and OCP to help shape the next generation of open hardware for AI.

Deep Learning 134

Deep Learning Designing Architecture Systems 134

KDnuggets

OCTOBER 15, 2024

Various statistical methods you might never have known previously but useful for your workflow.

Data 143

Data 143

Engineering at Meta

OCTOBER 15, 2024

At Open Compute Project Summit (OCP) 2024, we’re sharing details about our next-generation network fabric for our AI training clusters. We’ve expanded our network hardware portfolio and are contributing two new disaggregated network fabrics and a new NIC to OCP. We look forward to continued collaboration with OCP to open designs for racks, servers, storage boxes, and motherboards to benefit companies of all sizes across the industry.

Manufacturing 119

Manufacturing Portfolio Designing Systems 119

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Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

Architecture

KDnuggets

OCTOBER 15, 2024

Explore free platforms for learning, building portfolios, accessing code editors, engaging with communities, and hosting projects.

Data Science 141

Data Science Portfolio Coding Accessibility 141

Confluent

OCTOBER 15, 2024

Third installment of the Producer/Consumer Internals series that covers preparing the consumer fetch: how consumers interact with brokers, coordinate partitions, and send requests.

Kafka 80

Kafka 80

Snowflake

OCTOBER 15, 2024

As organizations increasingly seek to enhance decision-making and drive operational efficiencies by making knowledge in documents accessible via conversational applications, a RAG-based application framework has quickly become the most efficient and scalable approach. As RAG-based application development continues to grow, the solutions to process and manage the documents that power these applications need to evolve with scalability and efficiency in mind.

SQL 78

SQL Data Preparation Electronics Python 78

Towards Data Science

OCTOBER 15, 2024

Upgrade from Prefect 2.0 to 3.0 and use the new Push Work Pools that greatly simplify infrastructure management and reduce cost.

AWS 56

AWS Data Science Management Data 56

Monte Carlo

OCTOBER 15, 2024

Ever look at a dashboard and wonder “ How exactly did these numbers get here?” Yeah, you’re not the only one to think that. How quick and easy it is to come to an answer depends on how traceable the data is. Data traceability is the process of tracking data’s flow, transformations, and uses from its creation to its final destination. I’ll walk you through why data traceability is so important and how you can do it.

Government 52

Government Data Metadata Data Governance 52

Edureka

OCTOBER 15, 2024

AWS has come up with a cloud-native database service known as Amazon Aurora. Aurora combines the power and security of business databases. It is easy to use for MySQL and PostgreSQL. After reading this article, you will learn how Amazon Aurora works. You will learn how it differs from Amazon RDS. You will also know when to use it for your apps. For those new to AWS, exploring AWS Training may help.

PostgreSQL 52

PostgreSQL MySQL AWS Relational Database 52

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!

Data

Cloudyard

OCTOBER 15, 2024

Read Time: 4 Minute, 21 Second Introduction Managing schema changes is a critical aspect of maintaining data integrity and consistency in dynamic data environments. When using Iceberg tables, every Data Definition Language ( DDL ) operation triggers the generation of a new metadata JSON file that captures the updated structure. Tracking these schema modifications, such as the addition, deletion, or alteration of columns, is essential for audit purposes.

Metadata 52

Metadata Data Governance Government Data Integration 52

Scott Logic

OCTOBER 15, 2024

In this article, we are publishing Scott Logic’s approach to architecture, and how we avoid common pitfalls. This is the first in a series of articles we will be publishing that define our approach to IT consultancy through the lens of principles we have honed over two decades of delivering complex, critical change for the world’s largest financial institutions and government organisations – principles that we adhere to across our consultancy services and roles.

Architecture 52

Architecture Consulting Government Designing 52

Edureka

OCTOBER 15, 2024

The following article will explore Henri Fayol’s principles of management, which are among the foundational pillars of organizational management. It also discusses effectiveness and offers guidance on organizing and directing resources to achieve business goals. We will dive into the principles, history, and importance of these principles. Who was Henri Fayol?

Management 40

Management Project Programming Systems 40

Towards Data Science

OCTOBER 15, 2024

Dataflow Architecture—Derived Data Views and Eventual Consistency A (not-so) brief history of a health & fitness data pipeline: part ii Welcome to part ii of our coming-of-age trilogy on a public health and fitness data pipeline. In this chapter, we reimagine the backend system as a distributed state machine and explore the art of achieving consistency — with a functional flavour.

Architecture 60

Architecture Data Database Systems 60

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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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Edureka

OCTOBER 15, 2024

RFP (Request for Proposal) Document is a crucial project management tool. It simplifies the usability and enables organizations to simplify the procurement process. It also allows one to make valuable decisions. One of the primary goals of RFPs is to get fine-tuned proposals from various vendors and contractors. It is based on the specific skills, as well as the cost estimates.

Project 40

Project Management Consulting Process 40