Monday, April 10, 2023

Computer Science: Data Science Topics

Introduction to Data Science

*Data and Data science

*Data and datasets

*Collecting and preparing 

Analyzing data using Statistics

*Discriptive statistics

*Statistical measurment

*Probability distributions

*Inferential statistics

*Regression Analysis 

Predicting and Modeling using Data

*Time series and Forecasting

*Decision-Making using Machine Learning

*Deep learning and AI

Maintaining professional and ethical Data Science practice

*Ethics throughout data science cycle

*Visualizing data

*Reporting results

Using Technology for Data Science

*Spreadsheets for Data Science

*Python programming for Data science

*R programming for Data Science