OS(ASSIGNMENT) part 5
DATA SCIENCE Data science is a multidisciplinary field focused on extracting insights and knowledge from data. It combines elements of statistics, mathematics, computer science, and domain expertise to analyze complex datasets, identify patterns, and make data-driven decisions. Key components of data science include: 1. Data Collection and Cleaning: Gathering data from various sources and preparing it for analysis by cleaning and organizing it. 2. Data Analysis and Exploration: Using statistical methods and exploratory data analysis (EDA) to understand data distributions, relationships, and patterns. 3. Machine Learning and Modeling: Developing predictive and descriptive models that can make accurate forecasts, classify data, and find patterns. 4. Data Visualization: Creating visual representations, such as charts and graphs, to make findings easily understandable and actionable. 5. Communication and Dec...