Machine Learning

• Used for ranking, recommendation, spam detections,…
• Field of programming that gives computers the ability to learn without being explicitly programmed (Arthur Samuel)

Most used types of kearner algrithms:

• Supervised Learning
• Unsupervised Learning
• Recommender systems

Applications of SML:

• Spam detections
• Transcript generation
• Translation
• Advertising (ad click probability)
• Self driving cars
• Visual inspection

Regression: prediction of continous value i.e. house price Classification:

• boundary line fitting in supervised ml
• Clustering in unsupervised ml

To represent f_wb:

• Multiply weights by input features and add bias term in Linear regression
• As weights and biases are changed, a different function is generated