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Data Science Foundations & Learning Path

Knowledge Hut

Let's take a look at all the fuss about data science , its courses, and the path to the future. What is Data Science? In order to discover insights and then analyze multiple structured and unstructured data, Data Science requires the use of different instruments, algorithms and principles.

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Backend Developer Roadmap: The Ultimate Guide 2023

Knowledge Hut

Below are some of the most important concepts/topics that one must learn: Databases Databases are collections of organized data stored on a computer system. There are several types of databases, including relational, NoSQL, object-oriented, hierarchical, network, and graph databases.

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Top Database Project Ideas to Work on 2023 [with Source Code]

Knowledge Hut

You can then create your own models within your codebase, allowing you to access and manipulate your database directly from Python when needed - whether that means fetching records or adding or updating them. From basic data retrieval to robust CRUD operations, Node.js It is known for its scalability, performance, and flexibility.

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Top Hadoop Projects and Spark Projects for Beginners 2021

ProjectPro

Hadoop Common houses the common utilities that support other modules, Hadoop Distributed File System (HDFS™) provides high throughput access to application data, Hadoop YARN is a job scheduling framework that is responsible for cluster resource management and Hadoop MapReduce facilitates parallel processing of large data sets.

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5 Big Data Use Cases- How Companies Use Big Data

ProjectPro

According to IDC, the amount of data will increase by 20 times - between 2010 and 2020, with 77% of the data relevant to organizations being unstructured. 81% of the organizations say that Big Data is a top 5 IT priority. 81% of the organizations say that Big Data is a top 5 IT priority.

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Data Collection for Machine Learning: Steps, Methods, and Best Practices

AltexSoft

Commonly, the entire flow is fully automated and consists of three main steps — data extraction, transformation, and loading ( ETL or ELT , for short, depending on the order of the operations.) Dive deeper into the subject by reading our article Data Integration: Approaches, Techniques, Tools, and Best Practices for Implementation.

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Use SurrealDB to Persist Data with Rocket REST API

Workfall

SurrealDB is the solution for database administration, which includes general admin and user management, enforcing data security and control, performance monitoring, maintaining data integrity, dealing with concurrency transactions, and recovering information in the event of an unexpected system failure. What is Jamstack?