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Introduction to Data Science, Uzma Shaikh 312053 - Coggle Diagram
Introduction to Data Science
Introduction to Data Science and Data Science Process
Modeling
Validation
Data Exploration
Data Cleaning
Interpretation
Data Collection
Motivation to Use Data Science Techniques
Data Science Tasks and Examples
Regression
Clustering
Classification
Examples: Customer Behavior, Fraud Detection
Volume, Dimensions, and Complexity
Advanced Techniques
Overview of Data Preparation
Ensuring Data Quality
Cleaning and Transforming
Modeling in Data Science
Algorithm Selection
Performance Evaluation
Statistical and ML Models
Difference between Data Science and Data Analytics
Data Science: Predictive Modeling, ML
Data Analytics: Historical Data, Trend Analysis
Scope and Focus
Uzma Shaikh 312053