Do planets really affect our lives?
Every planet plays a role in how you feel, think, grow and do all the things you do!
Because of the intensity of a “Saturn Return”, this astrological transit often receives a lot of attention. Here we will explore the impacts of this transit using NLP(Natural Language Processing) techniques.
Here I will discuss how Linear Regression works and how can we implement it in different ways to achieve best accuracy.
I have taken health insurance data set for analysis. It contains 1338 samples and 7 features.
Here we want to predict insurance charges using given features like age, sex, bmi, children, smoker and region.
You will be able to download data from here.
Web Scraping is the process of importing information from a website into local files saved on your computer. Later on you can use that information for analysis purpose.
Here, we will see how we can scrap YouTube comments and generate csv file from scraped data.
! pip install pandas
! pip install datakund
! pip install youtube_comment_scraper
2. Import required packages:
This will open your web browser.
from youtube_comment_scraper import *
import pandas as pd
3. Open YouTube video link and go to the comment section:
Move to the next step when you see below…
How will you evaluate your regression model?
Road safety should be a prior interest for governments, local authorities and private companies investing in technologies that can help reduce accidents and improve overall driver safety.
Here we will analyze historic collision data and prepare classification model to predict future events.
Shape of a data set: 194673 samples, 38 features
Data Science Enthusiast