Data Engineering Podcast

MAY 18, 2024

Summary The purpose of business intelligence systems is to allow anyone in the business to access and decode data to help them make informed decisions. Unfortunately this often turns into an exercise in frustration for everyone involved due to complex workflows and hard-to-understand dashboards. The team at Zenlytic have leaned on the promise of large language models to build an AI agent that lets you converse with your data.

Building 278

Building Data Lake High Quality Data Business Intelligence 278

Start Data Engineering

MAY 21, 2024

1. Introduction 2. TL;DR 3. Enabling Stakeholder data access with RAGs 3.1. Set up 3.1.1. Pre-requisite 3.1.2. Demo 3.1.3. Key terminology 3.2. Loading: Read raw data and convert them into LlamaIndex data structures 3.2.1. Read data from structured and unstructured sources 3.2.2. Transform data into LlamaIndex data structures 3.3. Indexing: Generate & store numerical representation of your data 3.

Accessibility 213

Accessibility Accessible SQL Raw Data 213

KDnuggets

MAY 22, 2024

We are all looking for the right opportunities in our career. In the landscape of data-related careers, the roles can be grouped into classes, and future opportunities tend to follow natural migration paths between the class groups.

Data 154

Data 154

databricks

MAY 19, 2024

We are excited to introduce Databricks Assistant Autocomplete now in Public Preview. This feature brings the AI-powered assistant to you in real-time, providing.

143

143

Advertisement

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

Rock the JVM

MAY 22, 2024

by Herbert Kateu 1. Introduction This article is a follow-up to the websocket article that was published previously. To recap, we created an in-memory chat application using WebSockets with the help of the Http4s library. The chat application had a variety of features implemented through commands directly in the chat window such as the ability to create users, create chat rooms, and switch between chat rooms.

PostgreSQL 136

PostgreSQL Scala Database SQL 136

Snowflake

MAY 22, 2024

Accelerating enterprise AI use cases into production is now a board-level priority for most companies. However, one of the key challenges in AI today is ensuring that those use cases are ready for real-life use and continue to perform at a high level in production. Not only must enterprises ensure accurate, reliable, and valuable results they must also address and mitigate critical issues like bias, hallucinations, and toxicity.

Cloud 127

Cloud Data Governance Technology Machine Learning 127

databricks

MAY 22, 2024

We’re excited to announce the General Availability of Delta Lake Liquid Clustering in the Databricks Data Intelligence Platform. Liquid Clustering is an innovative.

Data 142

Data 142

Engineering at Meta

MAY 22, 2024

Today, the internet (like most digital infrastructure in general) relies heavily on the security offered by public-key cryptosystems such as RSA, Diffie-Hellman (DH), and elliptic curve cryptography (ECC). But the advent of quantum computers has raised real questions about the long-term privacy of data exchanged over the internet. In the future, significant advances in quantum computing will make it possible for adversaries to decrypt stored data that was encrypted using today’s cryptosystems.

Bytes 121

Bytes Algorithm Coding Systems 121

Snowflake

MAY 21, 2024

Today we’re excited to announce an expansion of our partnership with Microsoft to deliver a seamless and efficient interoperability experience between Snowflake and Microsoft Fabric OneLake, in preview later this year. This will enable our joint customers to experience bidirectional data access between Snowflake and Microsoft Fabric, with a single copy of data with OneLake in Fabric.

Metadata 126

Metadata Cloud Accessibility Accessible 126

KDnuggets

MAY 22, 2024

Do you want to start your data science journey? If yes, then these Harvard courses might be perfect to start.

Data Science 149

Data Science Data 149

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

databricks

MAY 21, 2024

Following the announcement we made around a suite of tools for Retrieval Augmented Generation, today we are thrilled to announce the general availability.

Data Science 136

Data Science Data 136

Confessions of a Data Guy

MAY 19, 2024

If you’ve ever been in the market for a Data Engineering job, or you’re alive and on Linkedin, you’ve probably been constantly inundated with job postings and requests pounding on your emails like a constant mountain stream even bubbling down a hill. If that’s not the case, then head over to the quarterly salary discussion […] The post Why Data Engineering Pays So Well … For Some, and Poor For Others appeared first on Confessions of a Data Guy.

Data Engineer 113

Data Engineer Data Engineering Engineering Data 113

ArcGIS

MAY 20, 2024

This blog exposes query layers capabilities in ArcGIS Pro through various scenarios to enhance your GIS workflows.

Data Warehouse 111

Data Warehouse Database Data Management SQL 111

KDnuggets

MAY 20, 2024

The must-know Python libraries to improve your data manipulation workflow.

Python 146

Python Data 146

Advertisement

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.

Cloud

databricks

MAY 22, 2024

If you’ve been following the world of industry-grade LLM technology for the last year, you’ve likely observed a plethora of frameworks and tools.

Technology 135

Technology 135

Snowflake

MAY 21, 2024

With the accelerated pace of AI innovation, cybersecurity organizations are looking for new ways to empower their team members and automate security operations. Cybersecurity teams increasingly use the Data Cloud to unify security data in a scalable analytics platform to improve threat detection and response. At the same time, most enterprises have invested in monolithic security information and event management (SIEM) platforms that they can’t easily move away from without a major disruption of

Data Lake 106

Data Lake Cloud Architecture SQL 106

Engineering at Meta

MAY 22, 2024

In recent years, Meta’s data management systems have evolved into a composable architecture that creates interoperability, promotes reusability, and improves engineering efficiency. We’re sharing how we’ve achieved this, in part, by leveraging Velox , Meta’s open source execution engine, as well as work ahead as we continue to rethink our data management systems.

Data Management 106

Data Management Management Data SQL 106

KDnuggets

MAY 21, 2024

Learn data engineering through free courses, tutorials, books, tools, guides, roadmaps, practice exercises, projects, and other resources.

Data Engineer 144

Data Engineer Data Engineering Engineering Data 144

Advertisement

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?

Business Intelligence

databricks

MAY 21, 2024

We’re excited to announce the Databricks AI Fund, showcasing our commitment to supporting a new generation of founders and startups.

125

125

ArcGIS

MAY 24, 2024

New! Probabilities in Forest-based and Boosted Classification in ArcGIS Pro 3.

Machine Learning 105

Machine Learning 105

Knowledge Hut

MAY 22, 2024

In the CIA Triad in Cyber Security, you may picture a man in a black suit solving crime and running behind criminals; we are not talking about that. Our CIA triad is a fundamental cybersecurity model that acts as a foundation for developing security policies designed to protect data. Confidentiality, integrity, and availability are the three letters upon which the CIA triad stands.

IT 98

IT Banking Healthcare Finance 98

KDnuggets

MAY 24, 2024

High costs can make it challenging for small business deployments to train and power an advanced AI. Here is where quantization comes in handy.

Management 144

Management IT 144

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.

Data

databricks

MAY 22, 2024

Generative AI (GenAI) is moving incredibly fast. So much so, that in less than two years, GenAI has emerged as one of the.

Entertainment 118

Entertainment Media 118

ArcGIS

MAY 23, 2024

Leverage VM Technology to to run 3D training models with NVIDIA AI Enterprise

Technology 95

Technology 95

Knowledge Hut

MAY 21, 2024

When it comes to IT projects, the first step is always creating a project charter. This document outlines the project's goals and how everyone involved will work together to achieve them. The importance of project charter cannot be overlooked. It helps ensure everyone is on the same page and knows what they're working towards. By having a clear plan in place from the start, everyone involved can stay focused on what's essential and prevent unforeseen surprises.

Project 98

Project IT Certification Consulting 98

KDnuggets

MAY 23, 2024

Want to learn data cleaning with pandas? This tutorial will teach you everything you need to know.

Python 143

Python Data 143

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

Manufacturing

databricks

MAY 24, 2024

In today's digital landscape, secure data sharing is critical to operational efficiency and innovation. Databricks and the Linux Foundation developed Delta Sharing as.

Data 115

Data 115

Snowflake

MAY 23, 2024

Welcome to Snowflake’s Startup Spotlight, where we ask startup founders about the problems they’re solving, the apps they’re building and the lessons they’ve learned during their startup journey. In this edition, we’ll learn why the founders of data tools company TDAA, Andrew Curran and Jon Farr, chose Snowflake as the platform to deliver their app Pancake , as well as the ways they’re effectively leveraging the Snowflake Native App model.

Data Pipeline 90

Data Pipeline Raw Data Data Schemas Technology 90

Knowledge Hut

MAY 21, 2024

Today, Agile is a real buzzword and every person involved in software development knows what it means. The Agile project management methodology has literally revolutionized software development, making it faster, better, and more cost-effective. The key principles of Agile bring benefits to investors (better ROI), development teams (streamlined workflow), and end-users (high-quality products).

Process 98

Process Project Management Coding 98

KDnuggets

MAY 21, 2024

Get started with SQLIte databases in Python using the built-in sqlite3 module.

Database 143

Database Python 143

Advertisement

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.

Cloud