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Azure Data Factory vs AWS Glue-The Cloud ETL Battle

ProjectPro

A survey by Data Warehousing Institute TDWI found that AWS Glue and Azure Data Factory are the most popular cloud ETL tools with 69% and 67% of the survey respondents mentioning that they have been using them. What is Azure Data Factory? ADF itself does not save any data. So, let’s dive in!

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How to Become an Azure Data Engineer? 2023 Roadmap

Knowledge Hut

Additionally, they convert data into formats that can be used and store it effectively and securely in the Azure cloud. The data engineers are responsible for creating conversational chatbots with the Azure Bot Service and automating metric calculations using the Azure Metrics Advisor.

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Data Pipeline- Definition, Architecture, Examples, and Use Cases

ProjectPro

Consequently, data engineers implement checkpoints so that no event is missed or processed twice. It not only consumes more memory but also slackens data transfer. Modern cloud-based data pipelines are agile and elastic to automatically scale compute and storage resources. ADF does not store any data on its own.

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Top Big Data Hadoop Projects for Practice with Source Code

ProjectPro

There are various kinds of hadoop projects that professionals can choose to work on which can be around data collection and aggregation, data processing, data transformation or visualization. Extracting data from APIs using Python. Uploading the data on HDFS. Utilizing PySpark for reading data.

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20+ Data Engineering Projects for Beginners with Source Code

ProjectPro

So, work on projects that guide you on how to build end-to-end ETL/ELT data pipelines. Big Data Tools: Without learning about popular big data tools, it is almost impossible to complete any task in data engineering. Google BigQuery receives the structured data from workers.

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ADF Dataflows to Streamline Your Data Transformations

ProjectPro

With over 80 in-built connectors and data sources, 90 in-built transformations, and the ability to process 2GB of data per hour, Azure data factory dataflows have become the de facto choice for organizations to integrate and transform data from various sources at scale.

Retail 52
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AWS Glue-Unleashing the Power of Serverless ETL Effortlessly

ProjectPro

In 2023, more than 5140 businesses worldwide have started using AWS Glue as a big data tool. For e.g., Finaccel, a leading tech company in Indonesia, leverages AWS Glue to easily load, process, and transform their enterprise data for further processing. where it can be used to facilitate business decisions.

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