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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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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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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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 135
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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

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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.

Algorithm 156
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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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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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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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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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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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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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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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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.

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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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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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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?

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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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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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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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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.

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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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Bootstrapping Uber’s Infrastructure on arm64 with Zig

Uber Engineering

In this blog post we explain how we bootstrapped arm64 infrastructure using a relatively new toolchain in town: zig cc.

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How Manufacturers Can Derive Deeper Business Insights from SAP Data

Snowflake

Manufacturers face no shortage of challenges in the industry today, but there are also tremendous opportunities to be had. Accelerating and increasing the value of SAP data to meet those challenges is no easy task, but it’s possible with the right solution. In this post we will discuss how some modern manufacturers are deriving deeper insight from their SAP data in order to drive faster, smarter decision-making and unlock new opportunities in the market.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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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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Strengthening the Lakehouse Governance Ecosystem: Databricks Ventures Invests in Immuta

databricks

Databricks Ventures is excited to announce our investment in Immuta's Series E funding round, marking the latest step in our six-year partnership with.

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How to make this map of a melting glacier

ArcGIS

Here's how to map Columbia Glacier's retreat over six years using ArcGIS Pro with data from Living Atlas apps.

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Top PMP Exam Simulators for 2023 [Cost + Tips to Choose]

Knowledge Hut

PMP (Project Management Professional) simulators are software tools designed to simulate the PMP exam environment. The PMP certification is a globally recognized credential for project managers, and the exam is a comprehensive and challenging test that measures a candidate's knowledge and skills in project management. PMP simulators are designed to provide a realistic exam experience that helps candidates prepare for the exam.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.