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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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.

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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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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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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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Understanding and Implementing Genetic Algorithms in Python

KDnuggets

Understanding what genetic algorithms are and how they can be implemented in Python.

Algorithm 109

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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 60
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ArcGIS Pro in Azure Virtual Desktop with Azure Accelerator

ArcGIS

Quickly deliver ArcGIS Pro into Azure AVD

Cloud 99
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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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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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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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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.

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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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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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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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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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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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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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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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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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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?