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Apache Airflow for Beginners - Build Your First Data Pipeline

ProjectPro

A data pipeline in airflow is written using a Direct Acyclic Graph (DAG) in the Python Programming Language. Also, when you create a DAG using Python, tasks can execute any operations that can be written in the programing language. How Does Apache Airflow Work? Our Airflow DAG will have two tasks.

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10 AWS Redshift Project Ideas to Build Data Pipelines

ProjectPro

Since data needs to be accessible easily, organizations use Amazon Redshift as it offers seamless integration with business intelligence tools and helps you train and deploy machine learning models using SQL commands. You will first need to download Redshift’s ODBC driver from the official AWS website.

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How to Become an Artificial Intelligence Engineer in 2025

ProjectPro

They should also be fluent in programming languages like Python and should know basic shell scripting in Unix and Linux. These individuals make data accessible to everybody else in the company and build a platform that allows others to pull out data efficiently. Learn how to code in Python, Java, C++, or any other OOP language.

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How to Learn Scala for Data Engineering?

ProjectPro

Scala has been one of the most trusted and reliable programming languages for several tech giants and startups to develop and deploy their big data applications. Scala is a general-purpose programming language released in 2004 as an improvement over Java. Download the latest Java version from the Java Official Website.

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Top Confluent Alternatives for Real-Time Data Streaming

Striim

Connector access may be restricted or costly: Many essential connectors for popular enterprise systems are gated behind premium tiers, making full integration more difficult and expensive to achieve. For a deeper dive into modern data integration, download the eBook: How to Choose the Right CDC Solution. Geo-disaster recovery.

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7 Python Libraries For Web Scraping To Master Data Extraction

ProjectPro

Developers can use any powerful programming language to build web crawlers to efficiently scrape data from the web. This is where the Python programming language comes into the picture. BeautifulSoup Python Scraping Library With over 10,626,990 downloads a week and 1.8K It also provides developer accessibility.

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AWS Glue-Unleashing the Power of Serverless ETL Effortlessly

ProjectPro

By using AWS Glue Data Catalog, multiple systems can store and access metadata to manage data in data silos. You can use the Data Catalog, AWS Identity and Access Management rules, and Lake Formation to restrict access to the databases and tables. The limitation here is we can attach the trigger to only 2 crawlers.

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