Mon.Jun 24, 2024

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Why use Apache Airflow (or any orchestrator)?

Start Data Engineering

1. Introduction 2. Features crucial to building and maintaining data pipelines 2.1. Schedulers to run data pipelines at specified frequency 2.2. Orchestrators to define the order of execution of your pipeline tasks 2.2.1. Define the order of execution of pipeline tasks with a DAG 2.2.2. Define where to run your code 2.2.3. Use operators to connect to popular services 2.3.

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Infoshare 2024 - Retrospective

Waitingforcode

Last May I gave a talk about stream processing fallacies at Infoshare in Gdansk. Besides this speaking experience, I was also - and maybe among others - an attendee who enjoyed several talks in software and data engineering areas. I'm writing this blog post to remember them and why not, share the knowledge with you!

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Data Engineering Weekly #177

Data Engineering Weekly

Experience Enterprise-Grade Apache Airflow Astro augments Airflow with enterprise-grade features to enhance productivity, meet scalability and availability demands across your data pipelines, and more. Learn More → Redpoint: The InfraRed Report The impact of macroeconomic slowness results in increased focus on prioritizing reduced infrastructure spending.

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Leveraging AI for efficient incident response

Engineering at Meta

We’re sharing how we streamline system reliability investigations using a new AI-assisted root cause analysis system. The system uses a combination of heuristic-based retrieval and large language model-based ranking to speed up root cause identification during investigations. Our testing has shown this new system achieves 42% accuracy in identifying root causes for investigations at their creation time related to our web monorepo.

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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 Your First ETL Pipeline with Bash

KDnuggets

Bash is a good choice for ETL due to its simplicity, flexibility, automation capabilities, and interoperability with other CLI tools. Get more info on putting together your first ETL script using Bash mainstay components.

Building 101
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Insights from the Gartner Data & Analytics Summit in London: Embracing Data Leadership and Strategy

Precisely

The Precisely team recently had the privilege of hosting a luncheon at the Gartner Data & Analytics Summit in London. It was an engaging gathering of industry leaders from various sectors, who exchanged valuable insights into crucial aspects of data governance, strategy, and innovation. Sanjeev Mohan, former Gartner analyst and principal at SanjMo , served as moderator for the luncheon.

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Unparalleled Productivity: The Power of Cloudera Copilot for Cloudera Machine Learning

Cloudera

In the fast-evolving landscape of data science and machine learning, efficiency is not just desirable—it’s essential. Imagine a world where every data practitioner, from seasoned data scientists to budding developers, has an intelligent assistant at their fingertips. This assistant doesn’t just automate mundane tasks but understands the intricacies of your workflows, anticipates your needs, and dramatically enhances your productivity at every turn.

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Build a scalable and up-to-date generative AI chatbot with Amazon Bedrock and Confluent Cloud for business loan specialists

Confluent

Learn to build a scalable generative AI chatbot using Amazon Bedrock and Confluent Cloud. Deliver real-time data integration, security, and personalized interactions.

Cloud 69
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2024 Gartner Magic Quadrant: ThoughtSpot leads with GenAI

ThoughtSpot

The 2024 Gartner® Magic Quadrant™ for Analytics and BI Platforms just dropped, and we’re thrilled to announce that ThoughtSpot was recognized as a Leader in the report. But, we aren’t the only ones finding ourselves in a new position this year. The analytics and BI space has undergone some of the most significant shifts in over a decade, an aftershock of generative AI.

BI 59
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The Ultimate Guide to Domain Integrity in Databases

Monte Carlo

Bad data can mislead your business, causing more harm than having no data at all. The first step in avoiding bad data is ensuring domain integrity. Read on to learn why domain integrity is important, how to successfully implement domain integrity, and best practices for automation. Table of Contents What is Domain Integrity? Choosing the Right Data Type Domain Integrity Constraints How to Implement Domain Integrity Handling Exceptions and Errors in Domain Integrity Automate Monitoring of Domain

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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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Auto Annotation: Revolutionizing Image Annotation with AI

RandomTrees

Role of Annotation in the Field of Computer Vision Annotations play an important role in computer vision, which is the ability of computers to gain a high-level understanding from digital images or videos. Annotations are essentially labels or metadata added to images to provide information about their content, which is then used to train machine learning models.

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Top 23 Essential Skills for Project Manager in 2024

Knowledge Hut

Project management is a critical skill set required in today's fast-paced and ever-changing business environment. A project manager is responsible for overseeing all aspects of a project, from planning and execution to monitoring and controlling. They must have a broad range of skills, including leadership, communication, time management, problem-solving, and organization, to ensure that projects are completed on time, within budget, and to stakeholders' satisfaction.

Project 52
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ArcGIS Pro in Azure Virtual Desktop with Azure Accelerator

ArcGIS

Quickly deliver ArcGIS Pro into Azure AVD

Cloud 95
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Crack The SAFe® : Expert Tips For Getting A SAFe® Certification

Knowledge Hut

Having a SAFe®certification will help you in more than one ways and if you’ve decided to get this certification, you surely won’t regret it. It’s an investment that is worth the money, time, and effort you put in. However, there are different SAFe® certifications available and the first thing you need to do is choose one that is right for you and your organisation.

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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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Considerations for working with color-coded maps in Business Analyst Pro vs. Business Analyst Web App

ArcGIS

Learn about color-coded mapping techniques in ArcGIS Business Analyst Web App and ArcGIS Business Analyst Pro.

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The Role of Leadership in Encouraging Employee Upskilling

Edureka

What is Upskilling? The process of grabbing new skills and gaining important competencies required for both the short and long term is known as upskilling. It focuses on developing workers’ skill sets in order to help them progress in their positions and find more opportunities within the organisation down the road. In this fast-changing workplace of today, it is important for employees to upgrade themselves with the latest developments in the world and be updated.

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Go to University from Home with These Online Degrees

KDnuggets

Times have changed and there’s no need to sacrifice so much to gain a degree!

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Building a Culture of Learning: Best Practices for Enterprises

Edureka

In today’s fast-paced corporate world, where the competition is cutthroat, businesses are supposed to be agile, adaptable, and ready to meet the ongoing challenges of the marketplace. One key to staying uptight is cultivating a learning culture within the organization. “Learning Culture” in an organization refers to an environment where curiosity thrives.

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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.