Day 3 of learning AI

Hijo hamle padhem ML ko k k types hudo raicha bhanera aba aaja hami padhcham tyo types le bhanna khojeko k k ho hai

Types of ML
Khassai kei thulo kuro rainacha, based on the amount of supervision needed, ML lai chahi 4 ota different parts ma divide gareko raicha

1. Supervised i) Regression ii) Classification

2. Unsupervised i) Clustering ii) Dimensionality Reduction iii) Anomaly Detection iv) Association

3. Semi supervised

4. Reinforcement learning

5. Supervised learning-
   yo easy kura raicha. If timi sanga input ni cha and output ni cha and your job is to find the relation between input and output, ani tespachi euta naya input ko lagi output thaha paiyos
   yei ho supervised learning

-most of the ML you do suru suru ma is supervised learning

Supervised ML ni duita types ko raicha hai
i) Regression
ii) Classification

yesko kura garnu aghi data ko types thaha pam

Data-----i)Numerical---example age, weight,gpa,iq
ii) Categorical-----gender, nation

aba kura garam Regression ra Classification ko

1. Regression--- the output is numerical

2. Classification--- the output is categorical

aaja ko lagi yetinai bholi hami kura garcham unsupervised ko

Shoutout to hamro cult ko leader: u/I_hate_politicians__