Start Data Engineering
JULY 16, 2024
1. Introduction 2. Data Quality(DQ) checks are run as part of your pipeline 2.1. Ensure your consumers don’t get incorrect data with output DQ checks 2.2. Catch upstream issues quickly with input DQ checks 2.3. Waiting a long time to run output DQ checks? Save time & money with mid-pipeline DQ checks. 2.4. Track incoming and outgoing row counts with Audit logs 3.
KDnuggets
JULY 16, 2024
Empowering Developers and Transforming Programming Practices
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Waitingforcode
JULY 16, 2024
With this blog I'm starting a follow-up series for my Data+AI Summit 2024 talk. I missed this family of blog posts a lot as the previous DAIS with me as speaker was 4 years ago! As previously, this time too I'll be writing several blog posts that should help you remember the talk and also cover some of the topics left aside because of the time constraints.
KDnuggets
JULY 16, 2024
This collection of tutorials on describing data comes from our sister site Statology.
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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate
Engineering at Meta
JULY 16, 2024
The key to developer velocity across AI lies in minimizing time to first batch (TTFB) for machine learning (ML) engineers. AI Lab is a pre-production framework used internally at Meta. It allows us to continuously A/B test common ML workflows – enabling proactive improvements and automatically preventing regressions on TTFB. AI Lab prevents TTFB regressions whilst enabling experimentation to develop improvements.
KDnuggets
JULY 16, 2024
learn one of the most important Python packages to improve your career.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
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Confluent
JULY 16, 2024
City of Hope’s AI models for predicting and preventing sepsis in bone-marrow transplant patients rely on real-time data, enabled by Kafka on Confluent Cloud.
Edureka
JULY 16, 2024
Artificial intelligence or machine learning (ML) can now be classified as a fundamental innovation in today’s growing technological world. It helps organizations gain valuable data insights in decision-making, explicitly improving customer experience. However, going from data to the shape of a model in production can be challenging as it comprises data preprocessing, training, and deployment at a large scale.
Cloudyard
JULY 16, 2024
Read Time: 3 Minute, 11 Second This blog post showcases a real-time data pipeline built in Snowflake that leverages Slowly Changing Dimensions (SCD 2) and Finalizer Tasks to ensure your customer data is always fresh, accurate, and reflects historical changes. Imagine you have a system that continuously generates customer data, including customer number, status, balance, invoice information.
Edureka
JULY 16, 2024
The AI community remains ever-dynamic, and improvement in this field presents society with various opportunities. One of them is Generative AI, the scope of which is the models able to generate completely new output data, ranging from plain text and code through images and videos to music and graphic art. Here, we explain What is AWS Bedrock, how it works, and what applications developers can implement.
Speaker: Tamara Fingerlin, Developer Advocate
Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.
Striim
JULY 16, 2024
The difference between a seamless customer journey and a frustrating one hinges on the effective use of real-time data powering AI systems. Customers find few things more frustrating than encountering disruptions during their travels. Delays and perceived indifference can sour their experience with your airline. The good news is, you have the tools to prevent these issues.
Edureka
JULY 16, 2024
In today’s digital era, where time is key and efficiency paramount, the CLI (Command Line Interface) is increasingly used in software development and systems administration. The Salesforce CLI or SFDX CLI is one of the key tools in salesforce development. Developers and admins use it to streamline workflow perform automation tasks, or update Salesforce.
Edureka
JULY 16, 2024
Microsoft’s Power BI is a tool developed by Microsoft for business analytics to visualize and share insights from their data. Organizations are collecting more and more data, so the need to manage large datasets in an effective way is becoming critical. Incremental refresh is one of the features to solve this problem. Power BI incremental refresh lets you load only the new data or modified rows into an already published dataset instead of replacing all the existing records with a full sche
Edureka
JULY 16, 2024
The world of estate is experiencing a transformation, due to the rapid advancements in AI technology. AI is reshaping how properties are bought, sold, managed and assessed ushering in an era of efficiency and accuracy. From analytics to virtual property tours the impact of AI on estate has been profound and previously unimaginable. This analysis delves into real life applications and examples that showcase how AI is revolutionizing the real estate industry opening up avenues for innovation and g
Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage
There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.
Edureka
JULY 16, 2024
AI in the workplace statistics are quite profound owing to the fact that approximately 56% of companies nest AI in the workplace with an overall influence of comprehensible proportions and aspects. This article explores the future of artificial intelligence in the workplace, focuses on potential changes in the work processes and interactions, and gives examples of AI at work.
Edureka
JULY 16, 2024
Today, the need for Power BI specialists increases day by day. No matter which phase you are in the business intelligence career, it is always advantageous to develop Power BI skills. As with everything else, the best way to get acquainted with it is by use or, instead, by applying it. This blog post gives you a closer look at 15 engaging Power BI projects grouped by skill level so that you can select the ideal project and level up your skills in 2024.
Edureka
JULY 16, 2024
Have you ever coded in Salesforce and hit a mysterious wall? That’s likely a Salesforce Governor Limit in action! These built-in safeguards keep the platform running smoothly for everyone by preventing any single user from hogging resources. But what exactly are they, and how can you code effectively within their boundaries? This blog will give you a clear breakdown of what governor limits are in Salesforce through various Salesforce interview questions, why governor limits are introduced
Edureka
JULY 16, 2024
Introduction Amazon Redshift, a cloud data warehouse service from Amazon Web Services (AWS), will directly query your structured and semi-structured data with SQL. A fast, secure, and cost-effective, petabyte-scale, managed cloud object storage platform. Redshift works out of the box with the majority of popular BI, reporting, extract, transform, and load (ETL) tools and is a very flexible solution that can handle anything from simple to very complex data analysis.Now, in this blog, we will walk
Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives
Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri
Edureka
JULY 16, 2024
Table of Contents: What Is Web Development? Types of Web Development Skills and Tools Required for Full Stack Developers Back-End vs. Front-End vs. Full-Stack Development The Bottom Line Knowing the differences between front end vs back end vs full stack jobs is crucial in web development. Front-end development focuses on the aspects that people interact with directly, such as designing and coding visible features on websites or applications.
Edureka
JULY 16, 2024
Table of Contents: What is the Cyber Kill Chain? Evolution of the Cyber Kill Chain How Does the Cyber Kill Chain Work? How Does the Cyber Kill Chain Protect Against Attacks? 7 Steps of the Cyber Kill Chain Process Critiques of the Cyber Kill Chain Cyber Kill Chain vs MITRE ATT&CK Framework Cyber Kill Chain vs. Unified Kill Chain Model FAQs In the trendy connected virtual world, cybersecurity is more essential than ever.
Edureka
JULY 16, 2024
Table of Contents: What is Threat Intelligence? Why is Threat Intelligence Important? What are The Types of Threat Intelligence? Who Benefits from Threat Intelligence? Threat Intelligence Lifecycle Threat Intelligence Use Cases Three Ways To Deliver Threat Intelligence What to Look for in a Threat Intelligence Solution? FAQs Information security or rather cybersecurity has been deemed more essential now than before, this is true since organizations are being targeted by hackers more than ever be
Edureka
JULY 16, 2024
Table of Contents: The Importance of Network Forensics Computer Forensics vs. Network Forensics Network Forensics Examination Steps Types of Tools Available FAQs Network forensics is a critical discipline in cybersecurity that examines and analyses community visitors to accumulate proof and remedy security activities. As our reliance on digital communique increases, so does the want to display and protect networks against assaults.
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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you
Edureka
JULY 16, 2024
When dealing with CRM Software you might have come across the word ‘Salesforce’ in the industry. This has certainly led you to ask yourself, ‘ What is Salesforce ? Salesforce is one of the best cloud-based CRM platforms in the world, designated for customer relationship management and business process optimization. Developers and administrators must understand a critical aspect of Salesforce: They include the order of execution, which explains the order in which operations run
Edureka
JULY 16, 2024
Several widely used messaging systems, such as Amazon AWS Simple Queue Service (SQS), have been explicitly designed to decouple complexly organized systems. This article will provide an understanding of the aspects of queues, which include its definition, need for queues, characteristics of the queues, distinctions between the kinds of queues, how to employ the queues, the role of the queues with other AWS services as well as a brief look at the general architecture of a queue.
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