User:Hritik Infinite
Hritik Gupta | |
|---|---|
 Hritik in 2020 | |
| Born | Hritik Gupta April 19, 2003 Varanasi, Uttar Pradesh, India |
| Education | Noida Institute of Engineering and Technology (BTech) |
Hey Am Hritik Gupta
Am a Machine Learning engineer and data analyst.
About
[edit]Am Hritik Gupta. Am a machine learning engineer and data analyst.still am Artificial Intellegence student in Noida Institute of Engineering and Technology .Greater Noida ,UP,India.
Researches
[edit]- Gender Predictor Based On Name
- It can predic the gender if any person based on name. It is a api which is usefull for the form automation. It is base on the Machine learning .It have the accuracy of 87 percent.
- Initially we create the dataset which have two columns. One column with name "Name" which contain the names of people and another column with name "Gender" which contain the gender of the people.
- We known that the length of the name of any person is not less than three.And the name of the person can be decided on the basis of starting and end of the name (example harshit is a male and harshita is a female) as we found here the last alphabet of the name will decide the gender here but many of the time the name is differ by itself (ram is a male radha is female) here the complete name is different and their probability of prediction is heigh.
- So we create the dictionary of starting 3 alphabet and last 3 alphabet.Using this we create the Dataframe for every name.We create the vector for every word each alphabet of a name and using probability based on the location of the alphabet the model can decide the gender of the name.
The live link of the gender predictor is here : https://rahuliii.pythonanywhere.com/gender_predict.api.hg/name=hritik