Class notes CS3352

Data Science: Extracting Insights from Vast Data
Data Processing and Domain Expertise
Understanding the data processing techniques is crucial in
datascience
Domain expertise is necessary to extract meaningfulinsights
Health Domain: Medical Benefits

Not within the scope of thisdiscussion
Government Sector: Individual Data Analysis
Dataanalysis of individuals can provide valuable information
about population trends and behavior
Can help inform policies and initiatives that benefit the public
Data Science: Extracting Insights from Vast Data
Data science allows for the extraction of valuable insights from
vast amnounts of data

This process involves a variety of techniques and tools,
including
Machine learning algorithms
Statistical models

Data mining
Machine Learning: Computational Techniques
Machine learning is a subset of data science that uses
computational techniques to enable machines to learn from
data

Common techniques include:
Supervised learning
Unsupervised learning
Reinforcement learning
Education Domain: Research & Student Experience