Hate Speech Detection Using Machine Learning | ML Projects Using Python | Simplilearn

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In this video, we are going to cover how to do *Hate speech detection using machine learning* . This video will help you to understand what is hate speech, after which will do a hands-on lab demo to do hate speech detection using machine learning.

00:00 *Introduction*
01:43 *What is Hate Speech?*
05:00 *Hands-on-lab demo*

🔴 *What is hate speech?*
Any speech that disparages a group of people because of their race, religion, nationality, national origin, sexual orientation, or gender identity is considered hate speech. Hate speech is frequently used to promote bigotry and hatred. Additionally, it can be applied to threaten and intimidate others. People may experience loneliness, anxiety, and fear as a result. Hate crimes may also result from it. Additionally, hate speech can harm ties between various racial and ethnic groups. It is crucial to identify hate speech since doing so can assist in stopping these negative impacts.

🟧 Numpy:
NumPy is a Python library used for working with arrays. It also has functions for working in the domain of linear algebra and matrices. It is an open-source project, and you can use it freely. NumPy stands for Numerical Python.

🟧 Pandas:
Pandas is a software library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time series.

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Комментарии

sir i have a doubt. can you explain what is the numbers under the columns count, hate speech, offensive language ??

akashm

What's the method used in this video? Thanks in advance sir.

akasero

What does the count column referring to?

DaniellaVidanes

Can you please explain how you solve this error *input contains NaN*

anabiyamalik

thanks for tutorial . how can access dataset

bluegold

Pd is not defined ani vastundhi, can I install any other tool

gantajeevitha

In some text cases, it shows as Offensive text even when text is nothing offensive, how to fix?

deadsottgaming

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