Machine Learning | Telugu | Part 2

Machine Learning | Telugu

Machine Learning ante data nundi automatic ga nerchukoni decisions tiskune technology.

Simple ga:
Machine Learning = Data → Learning → Prediction

Ela work avuthundi:

Data ivvadaniki (training data)

Model patterns identify chestundi

Future data ki predictions istundi
Example:

YouTube recommendations

Spam email detection

Movie suggestions
Types of Machine Learning:

1. Supervised Learning
Input + output data untundi

Example: marks batti result predict cheyadam
2. Unsupervised Learning
Only data untundi (labels levu)

Patterns and grouping identify chestundi
3. Reinforcement Learning
Trial & error method lo nerchukuntundi

Rewards & penalties base ga improve avuthundi
Tools & Languages:

Python (most popular)

Libraries: NumPy, Pandas, Scikit-learn
Simple ga:
Traditional Programming → Rules ivvamu
Machine Learning → System rules nerchukuntundi

Future lo ML chala important role play chestundi

#MachineLearning #AI #DataScience #Python

Видео Machine Learning | Telugu | Part 2 канала PythonLife