Task: In the above task, I am using number of letters in my name as a, and number of letters of my surname as b. So: Asadbek – letters Axrorov – letters Function: y = 7x + Initial data for training

MINISTRY OF INFORMATION TECHNOLOGIES AND
COMMUNICATIONS DEVELOPMENT OF THE REPUBLIC OF
UZBEKISTAN TASHKENT INFORMATION TECHNOLOGY
NAMED AFTER MUHAMMAD AL-KHOREZMI
Machine learning

Work 1

214-19 group
Student: Axrorov Asadbek
Teacher: Nurmurodov Javohir

Tashkent 2022

Task:

In the above task, I am using number of letters in my name as a, and number of letters of my surname as b. So:
Asadbek – 7 letters
Axrorov – 7 letters
Function: y = 7x + 7

Initial data for training:

X y
1 14

2 21
3 28
4 …….


Calculations:


We wrote down formula related things. Now it’s time to write an actual code:


As you can see, value is 35.84044. Almost the same with actual value: y = 7x + 7 = 28 + 7 = 35
Graph:

Link to google sheet: https://docs.google.com/spreadsheets/d/145knvn2ZEWh2cXM5lyfWTfitho1cwhIqr9oJHTFPYEQ/edit?usp=sharing
Our values are so near to the actual values. So f(x) function graph overlapping y function graph. Both graphs are drawn there.

Conclusion
While doing work 1, I learned how linear regression works. And now I can apply this knowledge to another problem sets as well.