Tue.Oct 08, 2024

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The Long Context RAG Capabilities of OpenAI o1 and Google Gemini

databricks

Retrieval Augmented Generation (RAG) is the top use case for Databricks customers who want to customize AI workflows on their own data. The.

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Using Hugging Face Transformers with PyTorch and TensorFlow

KDnuggets

With Hugging Face become prominent than ever, learning how to use the Transformers library with popular deep-learning frameworks would improve your career.

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Introducing Databricks Apps

databricks

Summary Databricks Apps, a new way to build and deploy internal data and AI applications, is now available in Public Preview on AWS.

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7 Cool Data Science Project Ideas for Beginners

KDnuggets

Are you a data science beginner looking to build your portfolio? Start working on these projects today.

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Apache Airflow® Best Practices for ETL and ELT Pipelines

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.

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Enhancing RAG Accuracy: Databricks Ventures Invests in Voyage AI

databricks

We consistently hear from our customers that one of the headwinds to transitioning Generative AI applications from pilot to production is the accuracy.

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Case study: How to maintain a statewide mesh for a digital twin?

ArcGIS

The response digital twin to assist disaster management of North Rhine-Westphalia illustrates how to create and maintain 3D mesh data.

More Trending

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Step-by-Step Guide to Deploying ML Models with Docker

KDnuggets

Tired of fixing the same deployment issues? Learn how Docker can keep your ML models running smoothly, every time.

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Deploy and Scale AI Applications With Cloudera AI Inference Service

Cloudera

We are thrilled to announce the general availability of the Cloudera AI Inference service, powered by NVIDIA NIM microservices , part of the NVIDIA AI Enterprise platform, to accelerate generative AI deployments for enterprises. This service supports a range of optimized AI models, enabling seamless and scalable AI inference. Background The generative AI landscape is evolving at a rapid pace, marked by explosive growth and widespread adoption across industries.

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Power your augmented analytics with new SpotIQ capabilities

ThoughtSpot

After being recognized by Gartner as the leading generative analytics experience for augmented analytics , ThoughtSpot’s SpotIQ just got an upgrade. As an integral part of ThoughtSpot’s core platform for nearly seven years , SpotIQ has unlocked the value of billions of rows of data for hundreds of customers. Even more inspiring are the customer testimonials highlighting how SpotIQ empowers business users to perform complex analytics and analyze key metrics—even on the go.

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AI’s Impact on Data Engineering Careers

Ascend.io

Data engineering is the backbone of any data-driven organization, responsible for building and maintaining the infrastructure that supports data collection, storage, and analysis. Traditionally, data engineers have focused on the technical aspects of data management, ensuring data pipelines run smoothly and efficiently. However, the landscape is changing rapidly, and data engineers are finding themselves at the forefront of a significant transformation.

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Apache Airflow®: The Ultimate Guide to 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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Podcast: The Data Strategy Show

DataKitchen

Christopher Bergh is the CEO and Head Chef at DataKitchen. Chris has more than 30 years of research, software engineering, data analytics, and executive management experience. At various points in his career, he has been a COO, CTO, VP, and Director of engineering. Enjoy the chat.

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Data Stewards vs Data Analysts: Who’s Doing What With Your Data?

Monte Carlo

In the world of data, there a lot of handoffs between various data stakeholders. But what’s the real difference between data stewards vs data analysts? The data steward makes sure everything is stored correctly, access is controlled, and the database doesn’t become a dumpster fire. The data analyst, meanwhile, is usually the one navigating that fire, hoping to find some sort of insight before the next quarterly meeting.

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Tracking DDL Changes in Snowflake: A Real-World Solution

Cloudyard

Read Time: 3 Minute, 12 Second Recently my colleague Aman and I were discussing a challenge that we were facing in our project: How can we track DDL (Data Definition Language) changes made to tables in Snowflake? We needed a way to monitor schema modifications, not just to capture what changed but also when those changes occurred. Our goal was to create a solution that would allow us to log changes such as adding or dropping columns, along with the exact dates these changes were made.

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Your Guide to Accurate, Reliable AI/ML – Powered by Data Enrichment

Precisely

Key Takeaways: Data enrichment is the process of appending your internal data with relevant context from additional sources – enhancing your data’s quality and value. Data enrichment improves your AI/ML outcomes: boosting accuracy, performance, and utility across all applications throughout your business. Overall business benefits of powering your AI/ML initiatives with data enrichment include reduced costs, increased trust, and faster, more confident decision-making.

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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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Enhancing Security with IAM Roles in Confluent Managed Connectors

Confluent

You can now assign IAM roles to Confluent Managed Connectors, reducing both your risk of long-term credential exposure and the operational burden of key management.

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What is AWS Simple Notification Service (SNS)?

Edureka

In this article, you will be introduced to the Amazon Simple Notification Service, which is a messaging service under the AWS umbrella. Here, we will discuss the details of key aspects of the service, explain how it works, describe how it interacts with related AWS services, discuss the pricing model and typical use cases, and provide you with step-by-step instructions on how to get started with Amazon SNS.

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What is COBIT? It’s Important

Edureka

Technology plays the backbone of nearly every operation in contemporary business environments. IT is critical to enabling an organization to achieve an advantage over the competition, whether through smoothening the processes or driving innovation. The more companies depend on it, the more they need better IT governance. In the scenario comes the globally acknowledged framework what is COBIT?

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Full Stack Developer Job Description

Edureka

What’s a Full Stack Developer? Full Stack Developer is a multi-skilled professional capable of working on both the front and back ends of web applications. In other words, they are jacks of all trades in the development world, functioning to harmonize the user-facing side of applications with the operational side. A full-stack developer job description involves engaging user interface or ensuring server communication is fast, they usually have it in them to handle everything.

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Apache Airflow®: The Ultimate Guide to 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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Angular Component Lifecycle Hooks Explained

Edureka

Angular is an amazing tool in the list of the greatest frameworks for creating interactive web applications with powerful tools for developers. Another fundamental concept found in Angular is the component-based model of the application, where the whole application is broken down into different components. Like any other component in Angular, the Angular charts have a life cycle that is a series of changes that happen to the component during its existence until it is destroyed.

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What is RAID in Project Management? Detailed Guide

Edureka

Concerning project management, risks and issues experienced in a project and the manner in which they are handled can be a defining factor of project success or failure. RAID logs are not mere concepts on paper; they are implemented systematically in most high-performance organizations to ensure that projects do not get derailed by emerging problems.

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What is View Encapsulation in Angular?

Edureka

Large Angular apps are complex and hard to maintain. Real-life applications can have hundreds of components. The more components there are, the more tedious it gets to ensure that changes in one of them do not impact others. View encapsulation prevents such problems. It sets clear boundaries between the elements. Moreover, performance is increased with view abstraction.

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What is the Arrow Function in ReactJS?

Edureka

With the progressive development and changing nature of web development, ReactJS sits atop the shelf as one of the most promising and exceptional libraries for creating enhanced user interfaces. Among the many JavaScript features that ReactJS uses, arrow functions introduced in the version ECMAScript 6 (ES6) have won the hearts of developers because of their simplicity and efficiency.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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Axios in React – A Comprehensive Guide

Edureka

Generally, the HTTP protocol is used for backend communication in React. The XML HTTP request and Fetch API are helpful, but Axios further simplifies the process. You can send asynchronous HTTP requests to REST endpoints for CRUD operations using this library. Therefore, the Axios library is popular among Github developers. In several React applications, Axios retrieves data from APIs, submits form data, and manages other HTTP-based interactions.

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How to Conduct A Feasibility Study? Detailed Guide

Edureka

Introduction Do you remember a time when you came up with a brilliant plan but were not too certain how it would turn out? Yes, this is where a feasibility study comes in handy. It assists us in determining whether our concepts can become actual projects. In this blog post, we will discuss feasibility studies, why they are essential, and how to approach them.

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How to Become a Network Administrator

Edureka

What is a Network Administrator? Network administrator is an executive who specializes in organization and management of the computer network both in institutional and organizational setting. The person makes sure that all the part work well and are safe within the network, which is the most crucial requirement of any job in this field. It encompasses installation and first time configuration of the systems in networks, coordination of the cadre races, monitoring performance for correct function