INTRODUCTION TO DATA SCIENCE (CD404)-CSE-Data Science/Data Science (IV) | RGPV

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• Syllabus

• Syllabus - INTRODUCTION TO DATA SCIENCE (CD404)

• Introduction

• Introduction to Data Science
• Stages in a Data Science Project
• Applications of Data Science
• Data Security

• Data Collection and Data Pre-Processing

• Data Collection Strategies
• Data Pre-Processing

• Exploratory Data Analytics

• Descriptive Statistics
• Pivot Table and Heat Map
• Correlation Statistics

• Model Development

• Regression

• Model Evaluation

• Generalization Error
• Overfitting, Under Fitting and Model Selection