Data Analytics

Data:  Any factual information in raw and disorganized form is called data. Database: A database is a collection of related data organized in a way so that data can be easily accessed, managed and updated. Database Management System: A general-purpose Database Management System(DBMS) is a software system designed to allow the definition, creation, querying, updating and administration of databases. Well-known Database Management System's( DBMS's )include MySql,Oracle,Microsoft SQL server,Foxpro, SQLite, FileMaker Pro etc. The primary goal of a Database Management System(DBMS) is to provide a way to store and retrieve database information in a convenient and efficient manner. Architecture of a DBMS     DBMS Architecture and Data Abstraction : Application developers use abstraction to make the system efficient in terms of retrieval of data, and reduce complexity in terms of usability of users. Abstraction simplifies database design and separates the applications from p...

Almost every data science aspirant uses Kaggle. It houses datasets for every domain. You can  get a dataset for every possible use case ranging from the entertainment industry, medical, e-commerce, and even astronomy. Its users practice on various datasets to test out their skills in the field of Data Science and Machine learning.  The Kaggle datasets can have varying sizes. Some datasets can be as small as under 1MB and as large as 100 GB. Also, some of the Deep learning practices require GPU support that can boost the training time. Google Colab is a promising platform that can help beginners to test out their code in the cloud environment. Step 1: Download API from your profile                                                                          ...