Tue.Jul 16, 2024

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What are the types of data quality checks?

Start Data Engineering

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.

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DAIS 2024: Testing framework from the Dataflow model for Apache Spark Structured Streaming

Waitingforcode

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.

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AI Lab: The secrets to keeping machine learning engineers moving fast

Engineering at Meta

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.

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How ChatGPT is Changing the Face of Programming

KDnuggets

Empowering Developers and Transforming Programming Practices

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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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Will Generative AI Implode and Can it Become More Sustainable? by Oliver Cronk

Scott Logic

Generative AI has a Sustainability problem Generative AI , including large language models (LLMs), has taken the world by storm. Inspired by ChatGPT, many companies are racing to implement GenAI in their projects, lured by its hyped potential to revolutionise industries. However, based on my experience of applying GenAI to enterprise implementations, I am seeing first-hand the sustainability challenges threatening to implode the first generation of this technology.

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Describing Data: A Statology Primer

KDnuggets

This collection of tutorials on describing data comes from our sister site Statology.

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A Beginner’s Guide to PyTorch

KDnuggets

learn one of the most important Python packages to improve your career.

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What is Amazon Simple Queue Service (SQS)?

Edureka

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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Unleash the Power of SCD2 with Finalizer Tasks

Cloudyard

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.

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What is AWS SageMaker?

Edureka

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.

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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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Enhancing Airline Customer Journeys with AI and Real-Time Data

Striim

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.

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What is Amazon Bedrock (AWS Bedrock)?

Edureka

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.

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Salesforce Order of Execution Simplified

Edureka

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

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What is Salesforce CLI and How to Install It?

Edureka

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.

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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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How to Setup Incremental Refresh in Power BI [Step by Step Guide]

Edureka

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

BI 40
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Exploring AI in Real Estate: Transformative Use Cases and Examples

Edureka

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

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Artificial Intelligence in the Workplace: Opportunities and Challenges

Edureka

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.

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Top 15 Power BI Projects To Develop Your Skills in 2024

Edureka

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.

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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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What are Salesforce Governor Limits? Types & Best Practices

Edureka

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

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What is AWS Redshift? (Key Benefits & Limitations)

Edureka

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

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Front End vs Back End vs Full Stack

Edureka

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.

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What is the Cyber Kill Chain? – 7 Steps of a Cyberattack

Edureka

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.

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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.

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What is Cyber Threat Intelligence? – Types,Benefits,Importance

Edureka

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

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What Is Network Forensics?

Edureka

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.