• Instagram
    youtube
    Facebook
    Twitter

    Data Cleaning

    Data

    • Data is a very crucial part of data analysis because data with errors and faults can affect analysis and will lead to wrong predictions.
    • Bad Data Consists of Empty cells, Data in the wrong format, Wrong data, and Duplicates.
    • Before performing any sort of data analysis, data scientists spend a significant amount of time cleaning the dataset to ensure that it is in the refined state required for various data science techniques to be applied. 
    • Handling messy data, such as missing values, inconsistent formatting, and data types is essential to a data scientist's job.

    The Process of data cleaning is almost covered in these steps:

    • Dropping irrelevant columns.

    • Renaming column names to meaningful names.

    • Making data values consistent.

    • Imputing missing values.

    In the coming tutorials, we are going to cover these steps and by the end of this tutorial, you will be able to clean data and make it prepared for Analysis.

    ❮ Previous Next ❯

    Important Links

    Trainings :

    Data Science Training in Indore | Python Training in Indore | Data Analytics Training in Indore | Blockchain Training in Indore | React JS Training in Indore | Web Development Training in Indore | Full Stack Development Training in Indore |

    Free Courses and Resource :

    Dart | OpenCV Tutorials | Projects | Interview Questions | Python Data Structures and Algorithms | Aptitude Tests | Verbal Aptitude | Matplotlib Tutorials | Examples | Interview Questions | HackerRank Python | Pandas Tutorials | Projects | Interview Questions | Rust Tutorials | Projects | Interview Questions | ExpressJS Tutorials | Projects | Interview Questions | Django | MongoDB Tutorials | Examples | Interview Questions | HackerRank C Program Solutions | Python Tutorials by CodersDaily | React.js Tutorials | Golang Tutorials | Projects | Interview Questions | MS Sql Server Tutorials | Examples | Interview Questions | Verbal Ability Tutorial | Numpy Tutorials | Projects | Interview Questions | Power BI Tutorials | Projects | Interview Questions | Example Dashboards | Tensor Flow | HackerRank C++ Solutions | Django REST Framework Tutorial | CodeChef Python Solutions | Leetcode Python Solutions | Reasoning Ability Tutorial | Quantitative Ability Tutorial | C++ Tutorials | HackerRank Java Solutions | TCS NQT Mock Test Series | Verbal Aptitude 2 | HackerRank DSA Solutions | HackerRank SQL Solutions | Javascript | Node.js Tutorials |

    Interview Questions :

    Pandas Tutorials | Projects | Interview Questions | ExpressJS Tutorials | Projects | Interview Questions | Django | Python Tutorials by CodersDaily | Golang Tutorials | Projects | Interview Questions | Numpy Tutorials | Projects | Interview Questions | Django REST Framework Tutorial |

    Top Colleges in India :

    Indian Institute of Technology Bombay | Jaypee University of Engineering and Technology - Guna |