Sat.May 18, 2024 - Fri.May 24, 2024

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Zenlytic Is Building You A Better Coworker With AI Agents

Data Engineering Podcast

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
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Enable stakeholder data access with Text-to-SQL RAGs

Start Data Engineering

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.

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Where to Go Next in Your Data Career

KDnuggets

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 147
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Why Data Engineering Pays So Well …. For Some, and Poor For Others

Confessions of a Data Guy

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.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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WebSockets in Scala, Part 2: Integrating Redis and PostgreSQL

Rock the JVM

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.

Scala 136
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Announcing General Availability of Liquid Clustering

databricks

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 131

More Trending

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Post-quantum readiness for TLS at Meta

Engineering at Meta

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 105
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How to Fine-Tune BERT for Sentiment Analysis with Hugging Face Transformers

KDnuggets

Find out how to fine-tune BERT for sentiment analysis with Hugging Face Transformers. No unnecessary nonsense, just what you need.

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Introducing Databricks Assistant Autocomplete

databricks

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.

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Snowflake Expands Partnership with Microsoft to Improve Interoperability Through Apache Iceberg

Snowflake

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 123
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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.

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What is CIA Triad in Cyber Security and Why it is Important?

Knowledge Hut

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
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Harvard’s Top Free Courses for Aspiring Data Scientists

KDnuggets

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

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Optimizing Databricks LLM Pipelines with DSPy

databricks

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.

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Snowflake Ventures Invests in Anvilogic to Redefine SIEM for Enterprises with Multi-Data Platform Flexibility and Gen AI at 80% Cost Savings

Snowflake

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 103
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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

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.

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Importance of a Project Charter and Its Benefits

Knowledge Hut

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
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10 GitHub Repositories to Master Data Engineering

KDnuggets

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

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Announcing Mosaic AI Vector Search General Availability in Databricks

databricks

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

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Robinhood Launches the Lowest Margin Rates Among Leading Brokerages

Robinhood

Robinhood’s new margin rates vary based on a customer’s margin balance, with rates ranging from 5.7% to 6.75% Robinhood is making a major shift in how we offer margin investing to better serve our customers on their financial journey. Today, we’re excited to launch the lowest margin rates among leading brokerages,* now offering rates ranging from 5.7% to 6.75%.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Some Things To Ponder On – Intro To Programming 101

Knowledge Hut

A lot of people are getting into programming these days because they love computers, coding and want to make a career in the IT industry. A career in the tech industry is diversified and rewarding, and thus, a good programmer can quickly move up the corporate ladder. This post is helpful for any novice who is interested in coding. Adapt your style How to learn a new language?

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Composable data management at Meta

Engineering at Meta

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.

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Unveiling the Leaders in Data and AI: The 2024 Finalists for the Databricks Data Visionary Award

databricks

The Data Team Awards annually recognize the indispensable roles of enterprise data teams across industries, celebrating their resilience and innovation from around the.

Data 100
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Quantization and LLMs: Condensing Models to Manageable Sizes

KDnuggets

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

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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How to Check Whether Your Agile Process is on the Wrong Track

Knowledge Hut

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
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Snowflake Startup Spotlight: TDAA!

Snowflake

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.

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Delta Sharing: Secure End-to-End Data Sharing Solution

databricks

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 99
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7 Steps to Mastering Data Cleaning with Python and Pandas

KDnuggets

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

Python 126
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Business Intelligence 101: How To Make The Best Solution Decision For Your Organization

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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5 Scrum Tips That Actually Work

Knowledge Hut

The digital world is evolving at a breathtaking speed with new technologies and trends emerging every year. Concepts that used to be brand-new and cutting-edge yesterday, become obsolete and ineffective today. The traditional project management method (usually called “the Waterfall model”) turned out to be inefficient for web development. Obviously, there was a strong demand for a new planning method, and that’s how Lean Approach was created.

Coding 98
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An introduction to query layers

ArcGIS

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

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Introducing the Databricks AI Fund

databricks

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

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Building the Future with AI and Apps: Your Guide to Snowflake Summit 2024

Snowflake

Thousands of data professionals will flock to Snowflake Summit to hear from data and AI experts about the limitless possibilities of data, AI and application collaboration. We’re coming home to San Francisco for four full days featuring more than 450 sessions. Hear the latest innovations and advancements in all things AI, data streaming and privacy-preserving collaboration in the keynotes; network with industry experts with more than 200 Snowflake customers, 180 partners and key executives expec

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Driving Responsible Innovation: How to Navigate AI Governance & Data Privacy

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.