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.

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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.

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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.

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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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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.

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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.

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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.

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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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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.

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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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Elevate Your Search Engine Skills with Uplimit’s Search with ML Course!

KDnuggets

Elevate Your Search Engine Skills! Join Uplimit's SearchML Course now for a 4-week deep dive into machine learning and search. Boost rankings, enhance retrieval, and build with OpenSearch. Enroll today and level up with expert guidance!

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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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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.

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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.

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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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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.

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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.

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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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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.

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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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Getting Started with Google Cloud Platform in 5 Steps

KDnuggets

Explore the essentials of Google Cloud Platform for data science and ML, from account setup to model deployment, with hands-on project examples.

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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.

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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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Cracking the Code: How Databricks is Reshaping Major League Baseball with Biomechanics Data

databricks

Biomechanical data has emerged as a game-changing factor for Major League Baseball (MLB) teams, offering a competitive edge in enhancing player performance and.

Coding 101
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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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The Quest for Model Confidence: Can You Trust a Black Box?

KDnuggets

This article explores strategies for evaluating the reliability of labels generated by Large Language Models (LLMs). It discusses the effectiveness of different approaches and offers practical insights for various applications.

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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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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.

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Building Resilience in the Face of Disruption: LinkedIn's Journey to ISO 22301 Certification

LinkedIn Engineering

Co-Authors: Chau Vu and Whitney Parsons In March 2020, the world turned upside down—the World Health Organization declared a global pandemic, and life as we knew it was altered completely. Offices closed, we stopped traveling, and we had to change the way we interacted with others. In the face of this disaster, businesses were challenged to adapt to continue operating while keeping their employees safe and healthy.

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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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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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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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Configure and Manage Data Pipelines Replication in Snowflake with Ease

Snowflake

We are excited to announce the availability of data pipelines replication, which is now in public preview. In the event of an outage, this powerful new capability lets you easily replicate and failover your entire data ingestion and transformations pipelines in Snowflake with minimal downtime. Turnkey data pipelines replication and failover Snowflake provides a best-in-class experience for data engineering workloads.

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From Big Data to Better Data: Ensuring Data Quality with Verity

Lyft Engineering

High-quality data is necessary for the success of every data-driven company. It enables everything from reliable business logic to insightful decision-making and robust machine learning modeling. It is now the norm for tech companies to have a well-developed data platform. This makes it easy for engineers to generate, transform, store, and analyze data at the petabyte scale.

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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.