Session 1

Machine Learning is...

• A field containing Artificial Intelligence

• A synonym for Artificial Intelligence

• A branch of Artificial Intelligence

• An independent field of Artificial Intelligence

The 4 main steps of an ML project are...

• Collection, Preprocessing, Modeling, Evaluation

• Mathematics,

  Statistics,

  Computer Science,

  Programming

• Collection, Analysis, Modeling, Evaluation

• Mathematics,

  Statistics,

  Business,

  Programming

"Branch of Artificial Intelligence whose goal is to build systems that learn automatically from data". This definition belongs to...

• Machine Learning

• Data Science

• Artificial Intelligence

• Deep Learning

If we want to forecast the passengers that are going to purchase a particular flight, what could be a valid Experience E?

• Predict how many passengers/buyers will a flight have

• Mean Absolute Error

• A Machine Learning model

• Historic flight demand data

Machine Learning can be considered a combination of...

• Computer Science, Experience, Business Knowledge

• Maths, Statistics, and Business Knowledge

• Computer Science, Statistics, and Business Knowledge

• Data Science, Computer Science, Artificial Intelligence

Deep Learning is...

• A field which encompasses machine learning

• A subset of machine learning technologies

• Equivalent to the concept of artificial intelligence

• A scientific field independent of machine learning

LLMs are applied to problems of...

• Healthcare

• Image classification

• Reinforcemente learning

• Natural Language Processing (NLP)