An introduction to data science - what it is and examples of data science around us. The introduction article also introduces key components of data science, namely - programming, data, statistics, machine learning and big data.
- What is Data Science? Why Data Science?
- Primary Objectives of the Course
- Introduction to Data Science
- Linear Algebra, Statistics and Probability (Review)
- Python for Data Science
- Hypothesis Testing and Network Analysis
- Machine Learning
- Detailed End-to-End Example
- Other topics in Data Science
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