Machine Learning

How do we create a computer program that improve with experience?
Machine learning is the subfield of computer science that gives computers the ability to learn without being explicitly programmed. Evolved from the study of pattern recognition and computational learning theory in artificial intelligence, machine learning explores the study and construction of algorithms that can learn from and make predictions on data – such algorithms overcome following strictly static program instructions by making data driven predictions or decisions, through building a model from sample inputs. Wikipedia

Kind of Learnings

Supervises Learning
- Supervised Learning, Binary Classification
- Classfication
- K-Nearest Neighbors
- Perceptrons
- Neural Networks
- Linear Regression
Unsupervised Learning
- Unsupervised Learning
- Clustering
- K-Means
- Association Rules
Constraint Satisfaction Problem
- Sodoku Solution
Logical Agents
- Hot and Sunny > Beach and Pool
Reinfoircement Learning