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Top 16 Data Science Specializations of 2024 + Tips to Choose

Knowledge Hut

A Data Engineer is someone proficient in a variety of programming languages and frameworks, such as Python, SQL, Scala, Hadoop, Spark, etc. One of the primary focuses of a Data Engineer's work is on the Hadoop data lakes. NoSQL databases are often implemented as a component of data pipelines.

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Data Lake Explained: A Comprehensive Guide to Its Architecture and Use Cases

AltexSoft

At this stage, the data is in its native format—whether that be structured, semi-structured, or unstructured. The raw data store acts as a repository where data is staged before any form of cleansing or transformation. This zone utilizes storage solutions like Hadoop HDFS, Amazon S3, or Azure Blob Storage.

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Top 10 Data Science Certifications

Knowledge Hut

At the end of this course you will find yourself suitable for a variety of roles like Data Analysts, Machine Learning Engineer, Data Storyteller, Data Engineer, Business Intelligence Developer, Database Administrator and Business Analyst amongst tons of available roles.