November, 2023

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Use Data Enrichment to Supercharge AI

Precisely

AI transforms how we interact with technology, make decisions, and solve complex problems. It has been at the heart of many innovations over the past two years, powering everything from the chatbots that enhance our customer experiences to the predictive analytics engines that help us make financial decisions. What defines a successful AI initiative, and how can your organization ensure that your investments and hard work deliver maximum value for your organization?

Raw Data 121
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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 Roots of Today's Modern Backend Engineering Practices

The Pragmatic Engineer

👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover topics related to Big Tech and startups through the lens of engineering managers and senior engineers. In this article, we cover thee out of nine topics from today’s subscriber-only issue: The Past and Future of Modern Backend Practices.

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Monitoring Data Quality for Your Big Data Pipelines Made Easy

Analytics Vidhya

Introduction Imagine yourself in command of a sizable cargo ship sailing through hazardous waters. It is your responsibility to deliver precious cargo to its destination safely. Determine success by the precision of your charts, the equipment’s dependability, and your crew’s expertise. A single mistake, glitch, or slip-up could endanger the trip. In the data-driven world […] The post Monitoring Data Quality for Your Big Data Pipelines Made Easy appeared first on Analytics Vidhya.

Big Data 246
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Apache Airflow® Best Practices for ETL and ELT Pipelines

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.

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5 Free Courses to Master Machine Learning

KDnuggets

Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.

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The Difference Between Learning and Doing

Jesse Anderson

Lately, I’ve been learning how to trade options. Although there’s data and programming involved in options trading, it isn’t as technical as data engineering or software engineering. However, it reflects the current state of learning, whether that’s data engineering or options trading. It gave me a look into learning a skill using videos. Each lesson I learned will directly apply to your learning or skill improvement.

More Trending

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How to be Better Than Everyone Else

Confessions of a Data Guy

Ok. Get off your high horse. You are human just like the rest of us. Just like your ancient ancestors who were throwing rocks and sticks at each other a thousand years ago … you are looking for a leg up on the competition. Isn’t that the world we live in? At the end of […] The post How to be Better Than Everyone Else appeared first on Confessions of a Data Guy.

Data 147
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Asked to do something illegal at work? Here’s what these software engineers did

The Pragmatic Engineer

The below topic was sent out to full subscribers of The Pragmatic Engineer , three weeks ago, in The Pulse #66. I have received several messages from people asking if they can pay to “unlock” this information for others, given how vital it is for software engineers. It is vital, and so I’m sharing this with all readers, without a paywall.

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Unlocking the Power of Analytics with Dr. Swati Jain

Analytics Vidhya

In this Leading with Data episode, explore the analytics landscape with Dr. Swati Jain, a seasoned leader boasting over two decades of experience. From her unforeseen foray into analytics to steering EXL Analytics’ India business, Dr. Jain imparts invaluable insights into the ever-evolving world of data science. Read on to know more about her career, […] The post Unlocking the Power of Analytics with Dr.

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Create Stunning Data Viz in Seconds with ChatGPT

KDnuggets

Data scientists love it! See how ChatGPT creates jaw-dropping data viz with just a few words - it's almost unfair how easy it is.

Data 153
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Apache Airflow®: The Ultimate Guide to DAG Writing

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!

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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.

Metadata 147
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Unlocking Your dbt Projects With Practical Advice For Practitioners

Data Engineering Podcast

Summary The dbt project has become overwhelmingly popular across analytics and data engineering teams. While it is easy to adopt, there are many potential pitfalls. Dustin Dorsey and Cameron Cyr co-authored a practical guide to building your dbt project. In this episode they share their hard-won wisdom about how to build and scale your dbt projects.

Project 147
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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 144
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What’s New in ArcGIS Pro 3.2

ArcGIS

From oriented imagery to engaging thematic map series, there is something for everyone in this release of ArcGIS Pro 3.2.

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Optimizing The Modern Developer Experience with Coder

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.

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Patching the PostgreSQL JDBC Driver

Zalando Engineering

Introduction This blog post describes a recent contribution from Zalando to the Postgres JDBC driver to address a long-standing issue with the driver’s integration with Postgres’ logical replication that resulted in runaway Write-Ahead Log (WAL) growth. We will describe the issue, how it affected us at Zalando, and detail the fix made upstream in the JDBC driver that fixes the issue for Debezium and all other clients of the Postgres JDBC driver.

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Learn Probability in Computer Science with Stanford University for FREE

KDnuggets

Probability is one of the foundational elements of computer science. Some bootcamps will skim over the topic, however, it is integral to your computer science knowledge.

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Top 7 Free Apache Kafka Tutorials and Courses for Beginners in 2023

Confluent

The top 7 free online courses, tutorials, get started guides, and examples for the easiest way to learn Apache Kafka.

Kafka 132
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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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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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Databricks + Arcion: Real-time enterprise data replication to the Lakehouse

databricks

We are excited to announce that we have completed our acquisition of Arcion, a leading provider for real-time data replication technologies. Arcion’s capabilities w.

Data 137
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Contextual Keyboard Shortcuts in ArcGIS Pro 3.2

ArcGIS

Contextual keyboard shortcuts open up a whole new world of customization possibilities in ArcGIS Pro 3.2.

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Accumulators and reliability

Waitingforcode

In March I wrote a blog showing how to use accumulators to know the application of each filter statement. Turns out, the solution may not be perfect as mentioned by Aravind in one of the comments. I bet you already have an idea but if not, keep reading. Everything will be clear in the end!

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5 Free University Courses on Data Analytics

KDnuggets

Thinking about getting into the data analytical world but do not know where to start? Have a look at these 5 FREE university courses on data analytics.

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

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.

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A Deep Dive Into Sending With librdkafka

Confluent

Learn how to write code that produces messages via librdkafka, how it will behave during error situations, and how your application should detect and respond to them.

Coding 131
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Shining Some Light In The Black Box Of PostgreSQL Performance

Data Engineering Podcast

Summary Databases are the core of most applications, but they are often treated as inscrutable black boxes. When an application is slow, there is a good probability that the database needs some attention. In this episode Lukas Fittl shares some hard-won wisdom about the causes and solution of many performance bottlenecks and the work that he is doing to shine some light on PostgreSQL to make it easier to understand how to keep it running smoothly.

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Creating a bespoke LLM for AI-generated documentation

databricks

We recently announced our AI-generated documentation feature, which uses large language models (LLMs) to automatically generate documentation for tables and columns in Unity.

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Finding The Right ETL/ELT Solution – What Is Estuary And Should You Use It?

Seattle Data Guy

Data warehousing would be easy if all data were structured and formatted in the data source. Maybe we wouldn’t even need to build a data warehouse. But as anyone who has worked with data from more than one source knows, that’s rarely the case. Businesses today need to pull data from a plethora of sources,… Read more The post Finding The Right ETL/ELT Solution – What Is Estuary And Should You Use It?

IT 130
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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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Enhancing the security of WhatsApp calls

Engineering at Meta

New optional features in WhatsApp have helped make calling on WhatsApp more secure. “Silence Unknown Callers” is a new setting on WhatsApp that not only quiets annoying calls but also blocks sophisticated cyber attacks. “Protect IP Address in Calls” is a new setting on WhatsApp that helps hide your location from other parties on the call. Privacy and security are at the core of WhatsApp.

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Beyond Human Boundaries: The Rise of SuperIntelligence

KDnuggets

From ANI to AGI and Beyond: Deciphering AI's Evolutionary Path.

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Data+AI Summit 2023, retrospective part 1 - streaming

Waitingforcode

Even though you may be thinking now about Data+AI Summit 2024, I still owe you my retrospective for the 2023 edition. Let's start with the first part covering stream processing talks!

Data 130
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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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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.