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Data Engineering Roadmap, Learning Path,& Career Track 2025

ProjectPro

Get FREE Access to Data Analytics Example Codes for Data Cleaning, Data Munging, and Data Visualization What do Data Engineers do? Good skills in computer programming languages like R, Python, Java, C++, etc. Here is a book recommendation : Python for Absolute Beginners by Michael Dawson.

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How to Build an ETL Pipeline in Python? (Hands-On Example)

ProjectPro

In this blog, you’ll build a complete ETL pipeline in Python to perform data extraction from the Spotify API, followed by data manipulation and transformation for analysis. In this blog, you’ll learn how to build ETL pipeline in Python, the language most loved by data engineers worldwide. Python fits that role perfectly.

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AWS Glue-Unleashing the Power of Serverless ETL Effortlessly

ProjectPro

When Glue receives a trigger, it collects the data, transforms it using code that Glue generates automatically, and then loads it into Amazon S3 or Amazon Redshift. You can produce code, discover the data schema, and modify it. For analyzing huge datasets, they want to employ familiar Python primitive types.

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AWS Data Pipeline vs.Glue- Battle of the Best AWS ETL Tools

ProjectPro

Additionally, it natively supports data hosted in Amazon Aurora , Amazon RDS, Amazon Redshift , DynamoDB, and Amazon S3, along with JDBC-type data stores such as MySQL, Oracle, Microsoft SQL Server, and PostgreSQL databases in your Amazon Virtual Private Cloud, and MongoDB client stores (MongoDB, Amazon DocumentDB). Libraries No.

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The Ultimate 101 Guide to Apache Airflow DAGS

ProjectPro

Airflow DAG Python Apache Airflow DAG Dependencies Apache Airflow DAG Arguments How to Test Airflow DAGs? It is a Python script that defines and organizes tasks in a workflow. It is represented as a node in DAG and is written in Python. easily without writing much boilerplate code.

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How to Build Dashboards in Python?

ProjectPro

With Python libraries like Dash, Streamlit, and Plotly, building interactive dashboards is easier than ever. This blog will guide you through building dashboards in python that help users think less and understand more—just as our brains are designed to do! But why Python? Table of Contents Why Build Dashboards in Python?

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5 Real-World AWS Lambda Project Ideas for Practice

ProjectPro

In this real-time AWS Lambda website monitoring project , you will use AWS services like Amazon Dynamo DB, Lambda, Aurora, MySQL, and Kinesis to build the best website monitoring solutions. To get real-time Twitter data, use a simple Python script. You can write functions using AWS Lambda, simplifying your code execution.

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