ProjectPro

JUNE 6, 2025

Furthermore, you will find a few sections on data engineer interview questions commonly asked in various companies leveraging the power of big data and data engineering. What are the components that the Hive data model has to offer? Some major components in a Hive data model are Buckets Tables Partitions.

Data Engineer 40

Data Engineer Data Engineering Engineering Hadoop 40

ProjectPro

JUNE 6, 2025

Problem Statement In this Hadoop project, you will get to understand how to perform data analytics like a Big Data Professional in the industry. You will be introduced to exciting Big Data Tools like AWS, Kafka, NiFi , HDFS, PySpark, and Tableau. Implementing a Big Data project on AWS.

Hadoop 40

Hadoop Project Big Data Datasets 40

ProjectPro

JUNE 6, 2025

Use Cloud SQL to store the collected data and build dashboards that allow analysts to track KPIs in real-time. Build a data warehouse that aggregates data from multiple sources such as transactional databases and third-party APIs.

ETL Tools 40

ETL Tools Big Data Google Cloud Project 40

ProjectPro

JANUARY 24, 2023

The next step would be to transform it and load it into a data warehouse for further analysis. Azure Data Factory Dataflows can come in handy for this big data project for - Joining and aggregating data from diverse sources like social media, sales, and customer behavior data to build a single 360 degree of the customer.

Retail 52

Retail Big Data Data Warehouse Data Pipeline 52

ProjectPro

JANUARY 24, 2023

It is important to note that both Glue and Data Factory have a free tier but offer various pricing options to help reduce costs with pay-per-activity and reserved capacity. Learn more about Big Data Tools and Technologies with Innovative and Exciting Big Data Projects Examples.

AWS 52

AWS Cloud Amazon Web Services ETL Tools 52

ProjectPro

FEBRUARY 8, 2023

In fact, 95% of organizations acknowledge the need to manage unstructured raw data since it is challenging and expensive to manage and analyze, which makes it a major concern for most businesses. In 2023, more than 5140 businesses worldwide have started using AWS Glue as a big data tool.

AWS 98

AWS Scala Metadata Data Lake 98

ProjectPro

AUGUST 24, 2021

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. to accumulate data over a given period for better analysis.

Data Engineer 52

Data Engineer Data Engineering Coding Project 52

Knowledge Hut

NOVEMBER 17, 2023

To be an Azure Data Engineer, you must have a working knowledge of SQL (Structured Query Language), which is used to extract and manipulate data from relational databases. You should be able to create intricate queries that use subqueries, join numerous tables, and aggregate data.

Data Engineer 52

Data Engineer Data Engineering Engineering Scala 52

ProjectPro

DECEMBER 7, 2021

AWS Glue You can easily extract and load your data for analytics using the fully managed extract, transform, and load (ETL) service AWS Glue. To organize your data pipelines and workflows, build data lakes or data warehouses, and enable output streams, AWS Glue uses other big data tools and AWS services.

Data Pipeline 52

Data Pipeline Architecture Kafka Data Lake 52

ProjectPro

JANUARY 25, 2022

PySparkSQL introduced the DataFrame, a tabular representation of structured data that looks like a table in a relational database management system. PySpark SQL supports a variety of data sources, allowing SQL queries to be combined with code modifications, resulting in a powerful big data tool.

Big Data 52

Big Data Data Process Process Kafka 52

ProjectPro

JULY 27, 2021

Top 100+ Data Engineer Interview Questions and Answers The following sections consist of the top 100+ data engineer interview questions divided based on big data fundamentals, big data tools/technologies, and big data cloud computing platforms. How did you go about resolving this?

Data Engineer 40

Data Engineer Data Engineering Engineering Hadoop 40

ProjectPro

APRIL 20, 2017

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. You will be introduced to exciting Big Data Tools like AWS, Kafka, NiFi, HDFS, PySpark, and Tableau.

Hadoop 40

Hadoop Big Data Coding Project 40