Sat.Apr 29, 2023 - Fri.May 05, 2023

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The Three P’s of Data Engineering

Elder Research

The post The Three P’s of Data Engineering appeared first on Elder Research.

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Worth reading for data engineers - part 3

Waitingforcode

Welcome to the 3rd part of the series with great streaming and project organization blog posts summaries!

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Data Modeling – The Unsung Hero of Data Engineering: Modeling Approaches and Techniques (Part 2)

Simon Späti

In case you missed Part 1, An Introduction to Data Modeling, make sure to check first, where we discussed the importance of data modeling in data engineering, the history, and the increasing complexity of data. We have also touched upon the significance of understanding the data landscape, its challenges, and much more. As we delve deeper into this topic, Part 2 will focus on data modeling approaches and techniques.

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HuggingGPT: The Secret Weapon to Solve Complex AI Tasks

KDnuggets

Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.

IT 150
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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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Migrating Critical Traffic At Scale with No Downtime?—?Part 1

Netflix Tech

Migrating Critical Traffic At Scale with No Downtime — Part 1 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Hundreds of millions of customers tune into Netflix every day, expecting an uninterrupted and immersive streaming experience. Behind the scenes, a myriad of systems and services are involved in orchestrating the product experience.

Utilities 137
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Amazon Kinesis is not Apache Kafka

Waitingforcode

Open Source tools helped me switch to the cloud world a lot. The managed cloud services often share the same fundamentals as their Open alternatives. However, there is always something different. Today I'll focus on these differences for Amazon Kinesis service and Apache Kafka ecosystem.

Kafka 147

More Trending

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Machine Learning with ChatGPT Cheat Sheet

KDnuggets

Have you thought of using ChatGPT to help augment your machine learning tasks? Check out our latest cheat sheet to find out how.

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The malware threat landscape: NodeStealer, DuckTail, and more

Engineering at Meta

We’re sharing our latest threat research and technical analysis into persistent malware campaigns targeting businesses across the internet, including threat indicators to help raise our industry’s collective defenses across the internet. These malware families – including Ducktail, NodeStealer and newer malware posing as ChatGPT and other similar tools – targeted people through malicious browser extensions, ads, and various social media platforms with an aim to run unauthorized ads from compromi

Media 112
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Introducing Confluent Platform 7.4

Confluent

Hardening the innovative feature set introduced in recent releases, Confluent Platform 7.4 enables you to enhance scalability and simplify your architecture, accelerate time to market, and improve data quality.

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What is the modern data experience?

ThoughtSpot

Business is won or lost based on the quality of the experience you deliver to customers, partners, vendors, and employees. These experiences are built entirely on data. Harnessing data to deliver value is the single most powerful way to engage today’s demanding consumers—not to mention capturing market share and accelerating strategic decision-making.

SQL 105
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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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The Rise of ChatOps/LMOps

KDnuggets

Has there always been a rise in ChatOps and LMOps, or will it happen after the release of ChatGPT and Google Bard?

IT 158
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Enroll in our New Expert-Led Large Language Models (LLMs) Courses on edX

databricks

Enroll in the introductory course on edX today! The course will begin Summer 2023. New Large Language Model Courses with edX As Large.

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Data Engineer vs Data Analyst: Key Differences and Similarities

Knowledge Hut

Did you know that data is now an essential component of modern business operations? With companies increasingly relying on data-driven insights to make informed decisions, there has never been a greater need for skilled specialists who can manage and evaluate vast amounts of data. The roles of data analyst and data engineer have emerged as two of the most in-demand professions in today's job market.

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The Modern Data Company Brief

The Modern Data Company

The Modern Data Company Brief The Modern Data Company is radically simplifying data architecture with its paradigm-shifting data operating system, DataOS. We’re replacing overwhelm with composability, reinventing governance, and connecting legacy systems to your newest tools. Find out how DataOS can put you on the fastest path from data to decisions.

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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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Bark: The Ultimate Audio Generation Model

KDnuggets

Bark is a versatile audio generation model that supports multi-language, music, voice cloning, and speaker prompts audio generation.

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How to search point-of-interest (POI) markers on a map efficiently

Booking.com Engineering

At Booking.com we’re passionate about making the life of our users easier by providing the best property search capabilities. We want our users to have all the information to choose the best accommodation. It’s probably no secret that the location of the property is one of the most important criteria when choosing an accommodation, as it’s a major part of the trip experience.

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Top 15 Scrum Master Skills for Your Resume

Knowledge Hut

In today's ever-changing business environment, projects are evolving and becoming more complex. Owing to the vitality of business projects, it is necessary to ensure they are supervised by skilled professionals and delivered on a timely basis. This is where a Scrum Master comes into the picture. A Scrum Master is an experienced professional with a unique set of managerial skills and can mentor and lead a team until the project's completion.

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Beyond the Hype: Is generative AI coming for programming jobs? by Colin Eberhardt

Scott Logic

In this episode, I’m joined by colleagues Oliver Cronk, Chris Price and James Heward for a lively debate on whether the latest advances in generative AI are going to threaten our jobs – are we going to be made redundant by our own creation? We start with a quick summary of the latest advances in AI, and consider the nascent reasoning capabilities these models exhibit.

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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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What is K-Means Clustering and How Does its Algorithm Work?

KDnuggets

In this article, we’ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.

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Announcing Terraform Databricks modules

databricks

The Databricks Terraform provider reached more than 10 million installations, significantly increasing adoption since it became generally available less than one year ago.

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How to Keep Track of Data Versions Using Versatile Data Kit

Towards Data Science

Data Engineering Learn about slow change dimensions (SCD) and how to implement SCD Type 2 in VDK Photo by Joshua Sortino on Unsplash Data is the backbone of any organization, and in today’s fast-paced world, it is crucial to keep track of its versions. As businesses grow and evolve, data undergoes numerous changes that can quickly become overwhelming without a streamlined system.

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How LIquid Connects Everything So Our Members Can Do Anything

LinkedIn Engineering

Imagine a tool that can store and connect all the information you need to make decisions and solve problems. Most people would say it’s nice to think about, but not yet possible. The good news is this tool already exists - and it’s called a graph database. At LinkedIn, technologies like graph databases are essential to powering today's platform, while being flexible enough to scale for our future needs.

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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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Schedule & Run ETLs with Jupysql and GitHub Actions

KDnuggets

This blog provided you with a comprehensive overview of ETL and JupySQL, including a brief introduction to ETLs and JupySQL. We also demonstrated how to schedule an example ETL notebook via GitHub actions, which allows you to automate the process of executing ETLs and JupySQL from Jupyter.

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Securing Databricks cluster init scripts

databricks

This blog was co-authored by Elia Florio, Sr. Director of Detection & Response at Databricks and Florian Roth and Marius Bartholdy, security researchers.

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The Annual State of Data Quality Survey

Monte Carlo

It’s that time of year where we announce the results of our annual The State of Data Quality survey. The headline for this year was, without a doubt, the fact that data downtime nearly doubled year over year , driven by a 166% increase in time to resolution for data quality issues. ? The Wakefield Research data quality survey, which was commissioned by Monte Carlo and polled 200 data professionals in March 2023, found three critical factors contributed to this increase in data downtime.

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Projects in SQL Stream Builder

Cloudera

Businesses everywhere have engaged in modernization projects with the goal of making their data and application infrastructure more nimble and dynamic. By breaking down monolithic apps into microservices architectures, for example, or making modularized data products, organizations do their best to enable more rapid iterative cycles of design, build, test, and deployment of innovative solutions.

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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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HuggingChat Python API: Your No-Cost Alternative

KDnuggets

HuggingChat is a free and open source alternative to commercial chat offerings such as ChatGPT. The unofficial Python API gives you immediate access, without signup, for free.

Python 116
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Empowered to Raise the Bar

databricks

We’re excited to feature an in-depth interview with Brickster, Özge Bekleyen! Based in Zurich, she leads a team of Specialist Solutions Architects. In th.

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Large-scale User Sequences at Pinterest

Pinterest Engineering

User Understanding team: Zefan Fu, Minzhe Zhou, Neng Gu, Leo Zhang, Kimmie Hua, Sufyan Suliman | Software Engineer, Yitong Zhou | Software Engineering Manager Index Core Entity team: Dumitru Daniliuc, Jisong Liu, Kangnan Li | Software Engineer, Shunping Chiu | Software Engineering Manager Understanding and responding to user actions and preferences is critical to delivering a personalized, high quality user experience.

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Generative AI Solution Architecture for Complex Enterprises by Oliver Cronk

Scott Logic

My career as a technology strategist and architect has tended to require looking further out – considering not just the opportunities from technology but also the risks. Nowhere in contemporary technology is that more pertinent than GenAI (Generative AI). So, as we follow the track of generative AI, will we eventually see the light at the end of the tunnel, or will that light be the headlights of an oncoming train?!

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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.