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

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How to Build an On-Call Culture in a Data Engineering Team

Towards Data Science

Systematically resolve data issues in production Continue reading on Towards Data Science »

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Amazon doubling down on return to office

The Pragmatic Engineer

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Top 5 SQL Interview Questions With Implementation

Analytics Vidhya

Introduction In today’s world, technology has increased tremendously, and many people are using the internet. This results in the generation of so much data daily. This generated data is stored in the database and will maintain it. SQL is a structured query language used to read and write these databases. In simple words, SQL is used […] The post Top 5 SQL Interview Questions With Implementation appeared first on Analytics Vidhya.

SQL 202
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Top Machine Learning Papers to Read in 2023

KDnuggets

These curated papers would step up your machine-learning knowledge.

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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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Announcing FawltyDeps - a dependency checker for your Python code

Tweag

It is a truth universally acknowledged that the Python packaging ecosystem is in need of a good dependency checker. In the least, it’s our hope to convince you that Tweag’s new dependency checker, FawltyDeps, can help you maintain an environment that is minimal and reproducible for your Python project, by ensuring that required dependencies are explicitly declared and detecting unused dependencies.

Python 144
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The Collapse of Silicon Valley Bank

The Pragmatic Engineer

It’s been a wild weekend, starting Friday. In case you somehow missed it: we went through the fastest bank run in history, in an event that impacted about half of all VC-funded startups in the US and UK. On Friday night, Silicon Valley Bank (SVB) was shut down by regulators, triggering a weekend of fear and uncertainty for many people and businesses with questions like: “can we make payroll next week?

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GPT-4: Everything You Need To Know

KDnuggets

A new model by OpenAI with improved natural language generation and understanding capabilities.

Process 160
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Failure Mitigation for Microservices: An Intro to Aperture

DoorDash Engineering

When dealing with failures in a microservice system, localized mitigation mechanisms like load shedding and circuit breakers have always been used, but they may not be as effective as a more globalized approach. These localized mechanisms ( as demonstrated in a systematic study on the subject published at SoCC 2022 ) are useful in preventing individual services from being overloaded, but they are not very effective in dealing with complex failures that involve interactions between services, whic

Java 135
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Introduction to Apache Spark History

Waitingforcode

If you need to go back in time and analyze your past Apache Spark applications, you can use the native Apache Spark History server. However, it can also be an infrastructure problem because of the continuously increasing historical logs for streaming applications. In this blog post we'll try to understand this component and to see different configuration options.

IT 130
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Data News — Week 23.11

Christophe Blefari

Took a few days with the ☀️ ( credits ) Hey you, I hope you had a great week. On my side I'm slowly starting to get on top of the things I had in queue. But, sadly, I work in LIFO so I feel that I'm never done. For people that are not use to it it means last in, first out. Which means that I get easily disturbed by a notification—or even a thought—and do something that I did not plan to do at first.

Data 130
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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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5 More Command Line Tools for Data Science

KDnuggets

Use these tools to Access API, Manipulate CSV files, download datasets, and more from your terminal.

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How To Scale Your Data Team’s Impact Without Scaling Costs 

Seattle Data Guy

Photo by Lukas As you increase your analytical processes and abilities, you’ll unavoidably increase costs. But there are definite ways to avoid having your costs grow at an unsustainable rate. This is the topic of a panel at the Modern Data Stack Conference featuring Maura Church, ex-director of data science and data engineering from Patreon.… Read more The post How To Scale Your Data Team’s Impact Without Scaling Costs appeared first on Seattle Data Guy.

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5 git Commands your Grandma uses.

Confessions of a Data Guy

The post 5 git Commands your Grandma uses. appeared first on Confessions of a Data Guy.

Data 130
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Data News — Week 23.10

Christophe Blefari

Sorting all the eggs of the landscape ( credits ) Dear readers, this week Data News lands on Saturday and will be a little bit different than usual because I found less relevant article and as promised last week I wanted to speak about the MAD Landscape. I hope you will enjoy this topic focus edition where I speak about economics even if I'm a newbie about economy.

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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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Multi-label NLP: An Analysis of Class Imbalance and Loss Function Approaches

KDnuggets

In this comprehensive article, we have demonstrated that a seemingly simple task of multi-label text classification can be challenging when traditional methods are applied. We have proposed the use of distribution-balancing loss functions to tackle the issue of class imbalance.

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Building a Media Understanding Platform for ML Innovations

Netflix Tech

By Guru Tahasildar , Amir Ziai , Jonathan Solórzano-Hamilton , Kelli Griggs , Vi Iyengar Introduction Netflix leverages machine learning to create the best media for our members. Earlier we shared the details of one of these algorithms , introduced how our platform team is evolving the media-specific machine learning ecosystem , and discussed how data from these algorithms gets stored in our annotation service.

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Snowflake Connector for ServiceNow Available in Public Preview

Snowflake

ServiceNow, Inc. offers a well-known SaaS application, with companies in multiple industries using it to help manage digital workloads for a variety of departments and operations. What if it was as easy as just a few clicks to get ServiceNow data directly into your Snowflake account so you could combine it with other data sources, including ERPs, HRs, and CRMs?

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Get started with new role-based onboarding trainings for Databricks Lakehouse Platform

databricks

The demand for data, analytics, and AI talent continues to grow as organizations in every industry adopt new technologies to become more efficient.

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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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What Are The Downsides of AI Advancement?

KDnuggets

While AI has certainly several positive uses to offer the world, it’s also displaying harm when it comes to academics, cybersecurity, the environment, jobs, and privacy.

IT 139
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Explore the New Calculate Composite Index Tool in ArcGIS Pro 3.1

ArcGIS

Create indices measuring risk, equity, vulnerability, and more, using the new Calculate Composite Index tool.

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How Will Artificial Intelligence Help Good Managers Become Great?

U-Next

Introduction – Adaptation and Evolution of AI in Management Several businesses use Machine Learning and Artificial Intelligence in management. The most significant AI tools are based on a vast amount of data, recognizing patterns, learning from them, and making definitive predictions. AI is becoming popular in project management because of its exceptional capacity to track particular trends and predict project situations and results.

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Production-Ready and Resilient Disaster Recovery for DLT Pipelines

databricks

Disaster recovery is a standard requirement for many production systems, especially in the regulated industries. As many companies rely on data to make.

Systems 98
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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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NoSQL Databases and Their Use Cases

KDnuggets

Learn about NoSQL Databases and their types like key-value, document, graph and column family with their use cases.

NoSQL 134
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Introducing ArcGIS Reality!

ArcGIS

Learn more about the just released ArcGIS Reality Studio application and ArcGIS Reality for ArcGIS Pro extension.

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What Is File Handling in Java?

U-Next

Introduction Due to its versatility, Java is still one of the most in-demand programming languages. We can work with files in Java, thanks to the File Class. The package java.io contains this File Class. Any programming language must include file handling since it enables us to store any program’s output in a file and carry out various operations.

Java 98
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Building the Lakehouse for Healthcare and Life Sciences - Processing DICOM images at scale with ease

databricks

One of the biggest challenges in understanding patient health status and disease progression is unlocking insights from the vast amounts of semi-structured and.

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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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OpenChatKit: Open-Source ChatGPT Alternative

KDnuggets

OpenChatKit enables developers to fine-tune the model, maintain context in dialog, moderate responses, and effortlessly build their own custom chatbot applications.

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What’s new with the ArcGIS Utility Network at ArcGIS Pro 3.1

ArcGIS

Learn more about exciting new functionality and improvements made to ArcGIS Utility Network with ArcGIS Pro 3.

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Java 11 Features: A Brief Overview

U-Next

Introduction Java, one of the world’s most widely used and in-demand programming languages, has continued to develop since its introduction in 1995. Because of the periodic release cycle, it takes a little more work these days to keep up with the latest releases of Java. Every six months, Java releases a new version of its software. Java JDK 11 became accessible on September 25, 2018, thanks to Oracle.

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Real-Time Insights: The Top Three Reasons Why Customers Love Data Streaming with Databricks

databricks

The world operates in real-time The ability to make real-time decisions in today's fast paced world is more critical than ever before. Today's.

Data 98
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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.