Fri.Sep 29, 2023

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DuckDB + Delta Lake (the new lake house?)

Confessions of a Data Guy

I always leave it to my dear readers and followers to give me pokes in the right direction. Nothing like the teaming masses to set you straight. Recently I was working on my Substack Newsletter, on the topic of Polars + Delta Lake, reading remove files from s3 … I left a question open on […] The post DuckDB + Delta Lake (the new lake house?

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Getting started with Airflow in 10 mins

Marc Lamberti

At the end of this introduction to Airflow, you will be all set for getting started with Airflow. You will start with the basics, such as what Airflow is and the essential concepts. Then you will set up and run your local development environment using the Astro CLI to create your first data pipeline. I hope you’re getting excited. Fasten your seatbelt, take a deep breath, and let’s go For a complete hands-on introduction to Apache Airflow, here is a 6-hour course at a discount.

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Top 7 Free Cloud Notebooks for Data Science

KDnuggets

Cloud notebooks are game-changers for data science, providing free access to computing, pre-built environments, collaboration features, and third-party integrations - everything you need to enhance your workflow.

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Old School: Adapting Esri Basemaps for Printed Products

ArcGIS

Esri basemaps are designed to be used at multiple scales, but a static map needs everything in one view. How doe we get around that?

Designing 121
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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Getting Started with PyTorch in 5 Steps

KDnuggets

This tutorial provides an in-depth introduction to machine learning using PyTorch and its high-level wrapper, PyTorch Lightning. The article covers essential steps from installation to advanced topics, offering a hands-on approach to building and training neural networks, and emphasizing the benefits of using Lightning.

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Lessons from debugging a tricky direct memory leak

Pinterest Engineering

Sanchay Javeria | Software Engineer, Ads Data Infrastructure To support metrics reporting for ads from external advertisers and real-time ad budget calculations at Pinterest, we run streaming pipelines using Apache Flink. These jobs have guaranteed an overall 99th percentile availability to our users; however, every once in a while some tasks get hit with nasty direct out-of-memory (OOM) errors on multiple operators that look something like this: As is the case with most failures in a distribute

More Trending

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Ballard Power Systems RDU (Remote Diagnostics Unit) Visualization Platform for Interactive At-Scale Industrial IoT Streaming Analytics

databricks

This article represents a collaborative effort between Plotly, Ballard Power Systems, and Databricks. Fleets of buses worldwide run on hydrogen fuel cells made.

Systems 83
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Robinhood Partners with Operation HOPE in Support of the 1865 Project 

Robinhood

The initiative supports Operation HOPE’s mission to expand economic opportunity Robinhood Markets, Inc. is deepening our partnership with Operation HOPE through the 1865 Project , a new initiative that supports the organization’s mission to expand economic opportunity in underserved communities through financial education and empowerment. With our support, the 1865 project will allow Operation HOPE to further grow and scale its work across America and fuel innovative programs and technologies.

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Combatting Spammers in Real Time: Unleashing the Power of AI

Confluent

Use Confluent connectors, stream governance and stream processing and artificial intelligence (AI) to block spammers, reduce network load, and improve your customers' experiences in real time.

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Top AWS Solution Architect Projects in 2023 [with Source Code]

Knowledge Hut

The world's most valuable publicly listed firm, Amazon offers everything from e-commerce to cloud services. A majority of businesses and organizations around the globe rely on Amazon Web Services (AWS), the company's cloud computing division. As more enterprises adopt AWS for comprehensive operational management , the demand for cloud computing specialists rises.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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An Introduction to Apache Kafka Consumer Group Strategy

Confluent

Learn how to optimize your Kafka consumer group strategy and partitioning to improve performance and avoid imbalanced broker load. Read best practices and effective configurations.

Kafka 62
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Top 8 AWS Security Best Practices to Follow in 2023

Knowledge Hut

In an age where data is as precious as gold, safeguarding it is no longer a choice but a fundamental requirement. AWS, a frontrunner in the realm of cloud computing, comprehends the significance of implementing formidable security protocols. Throughout this comprehensive guide, we will delve into the realm of AWS Security Best Practices, ensuring that your data and infrastructure remain impeccably secure.

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Winners of the 2023 Data Streaming Awards: Penske, Uber, USPS, and more

Confluent

The Data Streaming Awards celebrate innovation in data streaming, event streaming, and stream processing, using Kafka, Flink, and more, across industries. 2023 winners include Penske, Uber, USPS, and more.

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Microsoft Azure Certifications Validity & Renewal in 2023

Knowledge Hut

Picture this: you're at a networking event, and you hear "Microsoft Azure Certification" Suddenly, half the room lights up, while the other half gives a collective, "Huh?" If you've found yourself in the second half of that room, don't fret! We're about to demystify this trending topic for you. Azure isn't just a lovely shade of blue; it's one of the giants in the cloud computing realm, which I’m sure you know.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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What is Data Hygiene in ETL? Key Aspects and Best Practices

Hevo

“Without a systematic way to start and keep data clean, bad data will happen.” — Donato Diorio In this rapidly evolving digital world that produces volumes of data every second, maintaining the quality, integrity, and hygiene of data has become increasingly important.

Data 52
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AWS Certified Developer Salary in 2023 [Freshers & Experienced]

Knowledge Hut

Amazon Web Services (AWS) is one of the most popular cloud computing infrastructures in the world. As an AWS professional, I am eager to shed light on the varying salaries associated with different profiles such as Cloud Architect, Big Data Specialist, Cloud Network Engineer, DevOps Engineer, Developer, and many others. However, today, my primary focus will be on the "AWS developer certification salary", diving into the factors that influence it, and most importantly, highlighting the op

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Point to Point Data Integration vs Cloud Data Integration: 4 Critical Differences

Hevo

You need data integration for simplified data analytics. Given how siloed data sources have gotten with the evolution of the modern data stack, it’s become even more important to bring data from multiple disparate sources to a central repository. Now, there are various methods to execute data integration between two applications.

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Is AWS Developer Certification Hard?

Knowledge Hut

Imagine the capability to design and manage a cloud-based infrastructure capable of handling millions of requests from users across the globe. That's precisely what I do as an AWS Developer! From creating cloud-based solutions to implementing backup and disaster recovery strategies, I assist companies in harnessing the power of the AWS platform for their web applications.

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Trailblazing Women Share Tips on Leadership Principles & Tackling Tech’s Gender Gap

Confluent

At Current 2023, a panel of trailblazing women shared tips on leadership principles and strategies for fostering equality in tech. Take a deep dive into our latest blog post to learn more.

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AWS Solutions Architect Job Description and Responsibilities

Knowledge Hut

Are you looking to hire in the cloud computing domain? Is architecting solutions part of the cloud role you want to hire for? Or are you looking to build a career in cloud computing specializing in architecting solutions? If yes, this blog on AWS Solutions Architect job description will help you get the right talent onboard or find the job. Cloud computing is a hot potato in the current market, and almost all organizations, big or small, are migrating to the cloud.

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Top Use Cases of Data Engineering in Financial Services

phData: Data Engineering

When you think of data engineering , what comes to mind? For some, it may conjure images of a stereotypical IT department solving office business issues. Others may think of programmers closeted away, building an immense and complex computer model. In reality, though, if you use data (read: any information), you are most likely practicing some form of data engineering every single day.

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How to Prepare for CISSP Certification Exam in 2023? With Tips

Knowledge Hut

The Certified Information Systems Security Professional (CISSP) certification stands among the prestigious credentials of the International Information Security Certification Consortium or (ISC)² It holds a prominent position as one of the most sought-after qualifications in the contemporary landscape. Notably, this credential remains vendor-neutral, emphasizing candidates' ability to strategize, develop, and implement security systems and protocols within their respective organizations

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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CISSP Certification Salary in UK 2023 [Fresher & Experienced]

Knowledge Hut

Fun fact: Individuals certified in CISSP make an average of £72,500 a year. However, CISSP-certified professionals have the potential to earn upto £107,500 a year. You must pass the certification exams, and professional training courses are helpful. I took the CISSP certification training course and would highly recommend it. Want to know more about CISSP salaries UK?

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Power BI vs Excel: Which One to Choose?

Knowledge Hut

Power BI vs Excel, each developed by using Microsoft, are essential tools for facts-related tasks. While Excel is a versatile spreadsheet software frequently used for calculations, records entry, and primary visualizations, Power BI focuses on superior data visualization and enterprise intelligence. Power BI connects to diverse records assets, presenting interactive dashboards, custom visualizations, and actual-time collaboration for facts-pushed decisions.

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Top 10 Azure Developer Skills Need to Know in 2023

Knowledge Hut

Azure storage is one of the most prominent cloud hosting platforms worldwide and has developed as a great career option for people out there. Probably, Azure development has been on the rise as it offers several benefits for growth and future prospects. However, to be at the top of the cloud industry, one must have a comprehensive set of knowledge, skills, and talents.

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Azure Data Engineer (DP-203) Certification Cost in 2023

Knowledge Hut

In today's business world, the power of data is undeniable. It's driving growth and innovation across industries. Big data, in particular, is growing rapidly, and experts predict it could be worth a whopping $273.4 billion by 2026, according to MarketsAndMarkets. This growth is creating a strong demand for data experts, especially Azure data engineers.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Azure Fundamentals (AZ-900) Certification Validity & Renewal

Knowledge Hut

As I embarked on my journey to become an Azure Solutions Architect Expert, I couldn't help but ponder the significance of the Azure AZ-900 certification in this pursuit. The AZ-900 certification serves as the foundational stepping stone into the world of Azure, offering a comprehensive understanding of Microsoft's cloud ecosystem. In this article, I will delve into the Azure AZ 900 Certification Validity, discussing its relevance and lifespan.

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A Guide to AWS Certification Career Path and Its Progression

Knowledge Hut

Whether you are planning a career transition or want to scale in your cloud computing field, AWS certifications can help. Countless enterprises and renowned companies use AWS, and it has a direct impact on the demand for qualified professionals. If you can prove your worth and provide quality management , you can enjoy a fruitful and secure career. All you need to know is the right AWS certification career path and the Amazon AWS partner program that can help you move on that path successfully.

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A Guide to Azure DevOps Certification Path (AZ-400) in 2023

Knowledge Hut

As I embarked on my journey in the world of Microsoft Azure, I quickly realized the importance of having a structured roadmap to guide my learning and career growth. That's when I stumbled upon the Azure DevOps certification path, a transformative framework that blends cloud computing with efficient development and operations practices. In today's rapidly evolving tech landscape, staying ahead requires more than just theoretical knowledge.

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How Difficult Is the AWS Cloud Practitioner Exam?

Knowledge Hut

The AWS cloud practitioner exam is an excellent approach to demonstrating your knowledge and ability in the cloud computing labor and cloud industries. Depending on your degree of technical and professional experience and background, studying for the AWS cloud practitioner test might appear simple to fairly challenging. Are you thinking how difficult is AWS cloud practitioner exam?

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.