Sat.Sep 30, 2023 - Fri.Oct 06, 2023

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What is Data Enrichment? Best Practices and Use Cases

Precisely

How much data is your business generating each day? While answers will vary by organization, chances are there’s one commonality: it’s more data than ever before. But what do you do with all that data? According to the 2023 Data Integrity Trends and Insights Report , published in partnership between Precisely and Drexel University’s LeBow College of Business, 77% of data and analytics professionals say data-driven decision-making is the top goal of their data programs.

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Introduction of Microsoft Fabric

Analytics Vidhya

In today’s rapidly evolving digital landscape, seamless data, applications, and device integration are more pressing than ever. Enter Microsoft Fabric, a cutting-edge solution designed to revolutionize how we interact with technology. This article will explore the key features and benefits, identify the ideal users for this solution, and guide you on when and how to […] The post Introduction of Microsoft Fabric appeared first on Analytics Vidhya.

Designing 262
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How to use the BranchPythonOperator

Marc Lamberti

Are you looking for a way to choose one task or another? Do you want to execute a task based on a condition? Do you have multiple tasks, but only one should be executed if a criterion is valid? You’ve come to the right place! The BranchPythonOperator does precisely what you are looking for. It’s common to have DAGs with different execution flows, and you want to follow only one, depending on a value or a condition.

Python 246
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Current 2023 Announcements

Jesse Anderson

Confluent had their Current Conference (Videos: day one and day two ). There were many announcements that both technologists and investors need to know about. Confluent had two moats (replication and Confluent Cloud), and now they anticipate three moats (replication, Confluent Cloud, serverless Flink). As expected with a vendor conference, there is a lot of marketing from the stage.

Kafka 195
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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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Building ETL Pipelines With Generative AI

Data Engineering Podcast

Summary Artificial intelligence applications require substantial high quality data, which is provided through ETL pipelines. Now that AI has reached the level of sophistication seen in the various generative models it is being used to build new ETL workflows. In this episode Jay Mishra shares his experiences and insights building ETL pipelines with the help of generative AI.

Building 162
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Data Visualization: Presenting Complex Information Effectively

KDnuggets

Learn how to present complex information effectively with data visualization.

Data 157

More Trending

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The Ultimate Data Engineering Chadstack. Running Rust inside Apache Airflow.

Confessions of a Data Guy

Is there anything more Chad than Apache Airflow … and Rust? I think not you whimp. What two things do I love most? At the moment Rust and Airflow are at least somewhere at the top of that list. I wring my hands sometimes, wishing that things and technologies somehow come together into some bubbling […] The post The Ultimate Data Engineering Chadstack.

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Making applyInPandasWithState less painful

Waitingforcode

Do not get the title wrong! Having applyInPandasWithState in the PySpark API is huge! However, due to Python duck typing, some operations are more difficult and more risky to express in the code than in the strongly typed Scala API.

Scala 147
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7 Steps to Mastering Natural Language Processing

KDnuggets

Want to learn all about Natural Language Processing (NLP)? Here is a 7 step guide to help you go from the fundamentals of machine learning and Python to Transformers, recent advances in NLP, and beyond.

Process 155
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AMM Performance Testing Report

Ripple Engineering

Overview In the rippled 1.12.0 release, the AMM amendment stands out as a significant feature in both size and scope. Since September 2022, the RippleX performance team has collaborated closely with the engineering team responsible for the AMM feature implementation. This report presents a thorough overview of our testing approach, findings, and key takeaways.

AWS 144
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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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ArcGIS Utility Network: Out-of-the-Box

ArcGIS

Learn how the ArcGIS Utility Network is ready to use without spending a significant amount of time configuring or customizing.

Utilities 135
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How LinkedIn Is Using Embeddings to Up Its Match Game for Job Seekers

LinkedIn Engineering

Think of how many times a day you use some type of search functionality across your devices and applications to discover information, find a contact, or a new job opportunity. The truth is we all depend on the ability to search for things online, and finding the right match to the information, organization, or to a job that maps to your skills and interests makes all the difference in our experiences and the knowledge we can gain.

IT 133
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How Close Are We to AGI?

KDnuggets

Will AI be able to surpass human intelligence? An article going through the current progression, and challenges of AGI.

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Airflow Variables: The Ultimate Guide

Marc Lamberti

Airflow Variables are easy to use but easy to misuse as well. In this tutorial, you will learn everything you need about variables in Apache Airflow. What are they, how do they work, define one, get the value, and more. If you followed my course “Apache Airflow: The Hands-On Guide” variables shouldn’t sound unfamiliar. This time, I will give you all I know about variables so that, in the end, you will be ready to use Variables in your DAGs properly.

AWS 130
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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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Introduction to using Rust Libraries (cargo and crates)

Confessions of a Data Guy

So perhaps you’re thinking it’s time to use Rust on your next project. You’ll find plenty of primers on how to get your feet wet in the language (and if you somehow made it this far without that much, The Book is that starting point), but maybe you’re feeling a bit lost amidst the seas […] The post Introduction to using Rust Libraries (cargo and crates) appeared first on Confessions of a Data Guy.

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Meta contributes new features to Python 3.12

Engineering at Meta

Python 3.12 is out! It includes new features and performance improvements – some contributed by Meta – that we believe will benefit all Python users. We’re sharing details about these new features that we worked closely with the Python community to develop. This week’s release of Python 3.12 marks a milestone in our efforts to make our work developing and scaling Python for Meta’s use cases more accessible to the broader Python community.

Python 121
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3 Data Science Projects Guaranteed to Land You That Job

KDnuggets

Imagine you’re allowed to do only three data science projects. Which should you choose to guarantee you get the job? Here’s my choice!

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Airflow Variables: The Ultimate Guide

Marc Lamberti

Airflow Variables are easy to use but easy to misuse as well. In this tutorial, you will learn everything you need about variables in Apache Airflow. What are they, how do they work, define one, get the value, and more. If you followed my course “Apache Airflow: The Hands-On Guide” variables shouldn’t sound unfamiliar. This time, I will give you all I know about variables so that, in the end, you will be ready to use Variables in your DAGs properly.

AWS 130
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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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Announcing Inference Tables: Simplified Monitoring and Diagnostics for AI models

databricks

Have you ever deployed an AI model, only to discover it's delivering unexpected results in a real-world setting? Monitoring models is as crucial.

IT 118
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More Effectively Control and Limit Your Spend With Budgets

Snowflake

At Snowflake, we’re committed to helping customers effectively manage and optimize spend. To this effect, we’re excited to launch the public preview of Budgets on AWS today, which enables customers to set spending limits and receive notifications for Snowflake credit usage for either their entire Snowflake account or for a custom group of resources within an account.

Retail 116
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5 Free Platforms for Building a Strong Data Science Portfolio

KDnuggets

Build an irresistible portfolio that hooks recruiters with these 5 free platforms - you won't believe how easy it is!

Portfolio 153
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Why I joined ThoughtSpot: Jeff Depa, Chief Revenue Officer

ThoughtSpot

This blog is part of our ongoing ‘Why I joined ThoughtSpot’ series, where we profile Spotters from around the world to learn who they are and why they chose a career at ThoughtSpot. Jeff Depa recently joined ThoughtSpot as Chief Revenue Officer, and is based out of Austin, Texas. In this role, Jeff will contribute to ThoughtSpot’s strategic growth and revenue goals by maximizing profit through go to market strategies that address the entire customer lifecycle.

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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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Bringing Software Engineering Best Practices to Life Sciences R&D at Exai Bio

databricks

This blog was written in collaboration with Sukh Sekhon, Software Engineer, Cloud Infrastructure and Helen Li, Sr. Director of Engineering at Exai Bio.

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Building a Customer 360 in the Snowflake Data Cloud with RudderStack 

Snowflake

Today’s consumer expects a personalized, relevant, end-to-end customer experience. Delivering this level of engagement can drive transformational growth, but it requires a new level of sophistication and a deep understanding of the customer. Data fuels that understanding, and the holy grail for companies is to achieve a holistic view of the customer and their journey.

Cloud 108
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SQL in Pandas with Pandasql

KDnuggets

Want to query your pandas dataframes using SQL? Learn how to do so using the Python library Pandasql.

SQL 152
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Pinternship Wrap-Up: Summer 2023

Pinterest Engineering

Each summer, Pinterest welcomes Software Engineering Pinterns who spend 12 weeks with us creating impact within our product and teams. While Pinterns are fully immersed in their teams throughout the summer, they also get to attend exciting activities and events hosted by the University Recruiting team and within the company. Here’s a quick recap from this summer: Social events were a hit with boba tea making, creating your own vision board, chocolate making and a virtual escape room.

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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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How Ribbon Health and Databricks Unlock Better Patient Care

databricks

This blog post was written in collaboration with Eric Schwartz, Director of Partnerships at Ribbon Health, and David Kulwin, Director, Databricks Marketplace. Ensuring.

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Don’t Blink: You’ll Miss Something Amazing!

Cloudera

Fast moving data and real time analysis present us with some amazing opportunities. Don’t blink — or you’ll miss it! Every organization has some data that happens in real time, whether it is understanding what our users are doing on our websites or watching our systems and equipment as they perform mission critical tasks for us. This real-time data, when captured and analyzed in a timely manner, may deliver tremendous business value.

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Deploying Your Machine Learning Model to Production in the Cloud

KDnuggets

Learn a simple way to have a live model hosted on AWS.

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How DTCC Achieves Data Resiliency with Snowflake’s Snowgrid Technology and AWS

Snowflake

Business continuity remains a top priority for global companies, given that disruptions caused by natural disasters, regional network and power outages, cyberattacks and breaches, and user error (just to name a few) are not an if but a when. The case for business continuity is particularly compelling for a company such as The Depository Trust & Clearing Corporation (DTCC) , which is designated as a systemically important financial market utility (SIFMU), a U.S.

AWS 93
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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.