Sat.Nov 11, 2023 - Fri.Nov 17, 2023

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What is Database Normalization and How It Serves Data Engineers?

Medium Data Engineering

Database normalization leads to databases that are efficient, scalable, consistent, and easier to manage, while also providing a robust… Continue reading on Stackademic »

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What is an Open Table Format? & Why to use one?

Start Data Engineering

1. Introduction 2. What is an Open Table Format (OTF) 3. Why use an Open Table Format (OTF) 3.0. Setup 3.1. Evolve data and partition schema without reprocessing 3.2. See previous point-in-time table state, aka time travel 3.3. Git like branches & tags for your tables 3.4. Handle multiple reads & writes concurrently 4. Conclusion 5. Further reading 6.

Data 322
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The Data Discovery Team

Jesse Anderson

A Guest Post by Ole Olesen-Bagneux In this blog post I would like to describe a new data team, that I call ‘the data discovery team’. It’s a team that connects naturally into the constellation of the three data teams Operations team Data engineering team Data Science team as described in Jesse Anderson’s book Data Teams (2020) Before I explain what the data discovery team should do, it is necessary to add a bit of context on the concept of data discovery itself.

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Enhancing The Abilities Of Software Engineers With Generative AI At Tabnine

Data Engineering Podcast

Summary Software development involves an interesting balance of creativity and repetition of patterns. Generative AI has accelerated the ability of developer tools to provide useful suggestions that speed up the work of engineers. Tabnine is one of the main platforms offering an AI powered assistant for software engineers. In this episode Eran Yahav shares the journey that he has taken in building this product and the ways that it enhances the ability of humans to get their work done, and when t

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LLMs in Production: Tooling, Process, and Team Structure

Speaker: Dr. Greg Loughnane and Chris Alexiuk

Technology professionals developing generative AI applications are finding that there are big leaps from POCs and MVPs to production-ready applications. They're often developing using prompting, Retrieval Augmented Generation (RAG), and fine-tuning (up to and including Reinforcement Learning with Human Feedback (RLHF)), typically in that order. However, during development – and even more so once deployed to production – best practices for operating and improving generative AI applications are le

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Apache Druid: Who’s Using It and Why?

Seattle Data Guy

Image Source: Druid The past few decades have increased the need for faster data. Some of the catalysts were the push for better data and decisions to be made around advertising. In fact, Adtech has driven much of the real-time data technologies that we have today. For example, Reddit uses a real-time database to provide… Read more The post Apache Druid: Who’s Using It and Why?

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Data Intelligence Platforms

databricks

The observation that "software is eating the world" has shaped the modern tech industry. Today, software is ubiquitous in our lives, from the.

Data 143
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Why Spatial Data Governance is Critical to Your Business Strategy

Precisely

When speaking to organizations about data integrity , and the key role that both data governance and location intelligence play in making more confident business decisions, I keep hearing the following statements: “For any organization, data governance is not just a nice-to-have! “ “Everyone knows that 80% of data contains location information. Why are you still telling us this, Monica?

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5 Reasons to Attend BUILD 2023: The Dev Conference for AI & Apps

Snowflake

BUILD 2023 is where AI gets real. Join our two-day virtual global conference and learn how to build with the app dev innovations you heard about at Snowflake Summit and Snowday. We have more demos and hands-on virtual labs than ever before—and you won’t find a bunch of slideware here. The focus is on tools and capabilities that are generally available or in public and private preview, so you can leave BUILD and put your new skills into action immediately.

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What’s new from the geodatabase team in ArcGIS Pro 3.2

ArcGIS

Here's everything new in ArcGIS Pro 3.2 from the Geodatabase Team. Schema Reports, 64-bit OIDs, Big Integer fields, new date fields, etc.

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The Definitive Entity Resolution Buyer’s Guide

Are you thinking of adding enhanced data matching and relationship detection to your product or service? Do you need to know more about what to look for when assessing your options? The Senzing Entity Resolution Buyer’s Guide gives you step-by-step details about everything you should consider when evaluating entity resolution technologies. You’ll learn about use cases, technology and deployment options, top ten evaluation criteria and more.

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5 Free Courses to Master Data Science

KDnuggets

Want to break into data science? Start upskilling today with these free courses to learn programming, data analysis, and machine learning.

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Organist: stay sane managing your development environments

Tweag

tl;dr: We’re pleased to announce the beta release of Organist , a tool designed to ease the definition of reliable and low-friction development environments and workflows, building on the combined strengths of Nix and Nickel. A mess of cables and knobs I used to play piano as a kid. As a teenager, I became frustrated by the limitations of the instrument and started getting into synthesizers.

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1. Streamlining Membership Data Engineering at Netflix with Psyberg

Netflix Tech

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions. Many metrics in Netflix’s financial reports are powered and reconciled with efforts from our team!

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Deep Learning with ArcGIS Pro Tips & Tricks: Part 1

ArcGIS

Prepare your environment to run out-of-the-box deep learning geoprocessing tools in ArcGIS Pro. Machine learning is more accessible than ever with pre-trained models enabling you to extract data from your imagery.

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The 5 Best Vector Databases You Must Try in 2024

KDnuggets

The top vector databases are known for their versatility, performance, scalability, consistency, and efficient algorithms in storing, indexing, and querying vector embeddings for AI applications.

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Google Cloud vs AWS- Which is Better: A Comparison

Knowledge Hut

Cloud computing has become an integral part of the IT sector. The days of struggling with complicated networking and on-premise server rooms are long gone. Thanks to cloud computing, services are now secure, reliable, and cost-effective. When we talk of top cloud computing providers, there are 2 names that are ruling the markets right now- AWS and Google Cloud.

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Analytics Engineer ?????? ?????????????????

Medium Data Engineering

หากพูดถึงตำแหน่งงานในสายงานด้าน data แล้ว ถ้าให้ยกตัวอย่างตำแหน่งงานในสายนี้ม&#x

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Introducing the Geodatabase Resources Hub

ArcGIS

This blog introduces the Geodatabase Resources Hub, a one-stop shop for all content offered by Esri's Geodatabase Team.

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3. Psyberg: Automated end to end catch up

Netflix Tech

By Abhinaya Shetty , Bharath Mummadisetty This blog post will cover how Psyberg helps automate the end-to-end catchup of different pipelines, including dimension tables. In the previous installments of this series, we introduced Psyberg and delved into its core operational modes: Stateless and Stateful Data Processing. Now, let’s explore the state of our pipelines after incorporating Psyberg.

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How Start Ups Can Benefit From Cloud Computing?

Knowledge Hut

From nebulous beginnings, the cloud has grown into a platform that has gained universal acceptance and is transforming businesses across industries. Companies that have adopted cloud technology have seen significant payoffs, with cloud-based tools redefining their data storage, data sharing, marketing and project management capabilities. The easy availability of affordable cloud infrastructure has made it so easy to set up new businesses that the economy is all set for a start up boom which has

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Generative AI Is The Key To Transforming The Telecom Industry

Snowflake

The telecom industry is undergoing a monumental transformation. The rise of new technologies such as 5G, cloud computing, and the Internet of Things (IoT) is putting pressure on telecom operators to find new ways to improve the performance of their networks, reduce costs and provide better customer service. Cost pressures especially are incentivizing telecoms to find new ways to implement automation and more efficient processes to help optimize operations and employee productivity.

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Deep Learning for Image Analyst – What’s New in ArcGIS Pro 3.2

ArcGIS

This blog details the new features and enhancements that were add for deep learning using the Image Analyst extension - for Pro 3.2.

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The Power of BI Technology in Data Analytics: #POST 11

Medium Data Engineering

Unveiling the World of BI Technology In the ever-evolving landscape of data analytics, BI technology has emerged as a powerful tool for extracting actionable insights from complex data sets.

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Top 10 Trending Courses in Information Technology 2023

Knowledge Hut

The best part to jump on the bandwagon of information technology or IT is, there is an enormous possibility for an individual if he or she starts studying for a diploma or a degree, does either a master's degree or a research course. He or she can get a full-fledged engineering degree. We have listed down here in order of priority, top to down for beginners to an advanced level technical course that an IT aspirant looks for. 1.

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Announcing the General Availability of Azure Databricks support for Azure confidential computing (ACC)

databricks

Today we are excited to announce the general availability of Azure Databricks support for Azure confidential computing (ACC)! With support for Azure confidential.

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Optimizing Data Analytics: Integrating GitHub Copilot in Databricks

KDnuggets

Integrating AI-powered pair programming tools for data analytics in Databricks optimizes and streamlines the development process, freeing up developer time for innovation.

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What Can You Expect from Apache Doris as a Data Warehouse?

Medium Data Engineering

When it is cranberry and pumpkin season, we had the unforgettable Apache Doris Summit Asia 2023 with our remarkable committers, users, and… Continue reading on Medium »

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Is Aws Certification Worth It?

Knowledge Hut

One of the biggest challenges faced by corporations today when it comes to cloud adoption is the lack of cloud expertise. There is a clear shortage of professionals certified with Amazon Web Services (AWS). As far as AWS certifications are concerned, there is always a certain debate surrounding them. It is argued that certifications are not always the best measure of competence.

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2. Diving Deeper into Psyberg: Stateless vs Stateful Data Processing

Netflix Tech

By Abhinaya Shetty , Bharath Mummadisetty In the inaugural blog post of this series, we introduced you to the state of our pipelines before Psyberg and the challenges with incremental processing that led us to create the Psyberg framework within Netflix’s Membership and Finance data engineering team. In this post, we will delve into a more detailed exploration of Psyberg’s two primary operational modes: stateless and stateful.

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Back to Basics Week 2: Database, SQL, Data Management and Statistical Concepts

KDnuggets

Welcome back to Week 2 of KDnuggets’ "Back to Basics" series. This week, we delve into the vital world of Databases, SQL, Data Management, and Statistical Concepts in Data Science.

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Data Partitioning in Databases

Medium Data Engineering

Checkout my other medias I create content: ➡️ GitHub ➡️ My Data Courses (udemy) ➡️ Linkedin ➡️ Subscribe my Newsletter ➡️ Youtube Data partitioning is a database management technique that has gained…

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AWS Certified Professionals' Salary for Different Roles in 2023

Knowledge Hut

Amazon Web Services, better known as AWS, has become a very popular cloud computing method over the last few years since it was launched. This is mostly due to the fact that AWS is much easier to use compared to a lot of other cloud services. So if you are wondering what is the average AWS certification salary in 2023, then this article can help you out.

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Cybersecurity Lakehouses Best Practices Part 4: Data Normalization Strategies

databricks

In this four-part blog series "Lessons learned from building Cybersecurity Lakehouses," we are discussing a number of challenges organizations face with data engineering.

Data 89