Table of Contents
AI in action
Machine Learning algorithms
# Introduction to AI and Machine Learning
Artificial Intelligence (AI) and Machine Learning (ML) are transforming industries...
## What is AI?
AI refers to the simulation of human intelligence in machines...
## What is Machine Learning?
Machine Learning is a subset of AI that focuses on building systems that learn from data...
What is AI?
AI in action
AI brain simulation
AI refers to the simulation of human intelligence in machines that are programmed to think and learn like humans. It involves tasks like learning, reasoning, problem-solving, perception, and language understanding.
Python
import numpy as np
from sklearn.linear_model import LinearRegression
model = LinearRegression()What is Machine Learning?
Machine learning model
Machine Learning is a subset of AI that focuses on building systems that learn from data and improve over time without being explicitly programmed. It involves supervised learning, unsupervised learning, and reinforcement learning.
Python
from sklearn.model_selection import train_test_split
X_train, X_test = train_test_split(X, test_size=0.2)