How to enter a Kaggle community competition | Free Udemy Course
and improve your machine learning skills - Free Course | Free Udemy Course
new- 1.5 hours hours of on-demand video
- Full lifetime access
- Access on mobile and TV
In this course the learner will be educated in machine learning by going into the Kaggle website's community competitions and joining a tabular community competition. The competition that has been selected for this course is the TAMS AIS Winter 2022 competition, which is a regression problem.the student will learn how to enter a competition and follow the machine learning process from beginning to end, to include the following steps:-1. Define the problem statement.2. Import libraries used in the program.3. Load csv files used in the program.4. Use pandas to read the csv files and concert them to dataframes.5. Check the train and test dataframes for null values.6. Define the target variable and use seaborn to analyse it.7. Drop the label from the train dataframe.8. Define the dataframe, combi, which is the test dataframe appended to the train dataframe.9. Check the combi dataframe for the number of unique values.10. Drop any unnecessary features from combi.11. Create a heatmap of combi.12. Normalise combi.13. Define the dependent and independent variables.14. Split the X and y variables into training and validation sets.15. Select the model: in this instance it will be linear regression.16. Make predictions on the validation and test set.17. Measure model performance by calculating the error.18. Compare actual values against predicted values and plot on a graph.19. Prepare submission and submit to Kaggle for scoring.Who this course is for:This course is suitable for people interested in data science.This course is suitable for people interested in machine learning.This course is suitable for beginner Python developers who want to improve upon their skill set.
Course Content:
Sections are minimized for better readability, click the section title to view the course content
JOIN OUR WHATSAPP GROUP TO GET LATEST COUPON AS SOON AS UPDATED
JOIN WHATSAPPJOIN OUR TELEGRAM CHANNEL TO GET LATEST COUPON
JOIN TELEGRAMJOIN OUR FACEBOOK GROUP TO GET LATEST COUPON
JOIN FACEBOOKFree Online Tools And Converters for your use
URL Encoder
Input a string of text or a URL and encode the entered string
Try itURL Decoder
Input an encoded string of text or a URL and decode the entered string
Try itColor Contrast Checker (WCAG)
Calculate the color contrast ration for your website (WCAG)
Try itXML Formatter
Paste or upload an XML and have it formatted to a beautiful XML format
Try itURL Slug Generator
Convert any title or sentence into a variety of slugs for your pages URL
Try itE-Signature
Draw an e-signature or type a signature for your online signature
Try it