Machine Learning Guide

Artificial intelligence is the automation of tasks that require human intelligence, encompassing fields like natural language processing, perception, planning, and robotics, with machine learning emerging as the primary method to recognize patterns in data and make predictions. Data science serves as the overarching discipline that includes artificial intelligence and machine learning, focusing broadly on extracting knowledge and actionable insights from data using scientific and computational methods. Links Notes and resources at ocdevel.com/mlg/2 Try a walking desk - stay healthy & sharp while you learn & code Track privacy-first web traffic with OCDevel Analytics. Data Science Overview Data science encompasses any professional role that deals extensively with data, including but not limited to artificial intelligence and machine learning. The data science pipeline includes data ingestion, storage, cleaning (feature engineering), and outputs in data analytics, business intelligence, or machin